Free data analytics courses

Google

IT Security: Defense against the digital dark arts

This course covers a wide variety of IT security concepts, tools, and best practices. It introduces threats and attacks and the many ways they can show up. We’ll give you some background of encryption algorithms and how they’re used to safeguard data. Then, we’ll dive into the three As of informatio

Last verified 25/09/2026

Google Cloud

Accelerate Migration from Control-M to Apache Airflow with DAGify

This is a self-paced lab that takes place in the Google Cloud console. This lab focuses on using DAGify to convert Control-M export files into a Python Native DAG and upload migrated DAGs in Cloud Composer environment.

Last verified 25/09/2026

Microsoft Learn

Access REST services from within Dynamics 365 Business Central

Learn how to use HTTP data types, connect to external REST services, and handle JSON data in Dynamics 365 Business Central.

Last verified 17/09/2026

University of Pennsylvania

Accounting Analytics

Accounting Analytics explores how financial statement data and non-financial metrics can be linked to financial performance.  In this course, taught by Wharton’s acclaimed accounting professors, you’ll learn how data is used to assess what drives financial performance and to forecast future financia

Last verified 14/09/2026

Coursera

Accounting Data Entry Speedily

Did you know that efficient accountants can save up to 25% of their time each week by mastering data entry shortcuts and streamlined software workflows? Speed and accuracy together are what make financial record-keeping truly effective. This Short Course was created to help accounting professionals

Last verified 28/09/2026

Coursera

Active Listening: Enhancing Communication Skills

In workplace and personal interactions, mastering active listening is a crucial skill for effective communication and building meaningful relationships. This comprehensive course on Active Listening introduces learners to a range of techniques and strategies that empower them to become active listen

Last verified 26/09/2026

Microsoft Learn

Add a layout to a report in Dynamics 365 Business Central

Do you want to learn how to add a layout to a report in Microsoft Dynamics 365 Business Central? In this module, you'll learn about the client report definition (RDLC) layout and Word layout formats and how to create them.

Last verified 17/09/2026

Google Cloud

Add Agent Capabilities With Tools

You’ve built agents with advanced configuration—now give them real-world capabilities. Equip agents with tools that enable searching the web, executing code, querying databases, and performing custom actions. Transform agents from intelligent responders into capable assistants that take action.

Last verified 25/09/2026

Google Cloud

Administering an AlloyDB Database

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you perform administrative tasks that are essential to the optimal use of an AlloyDB for PostgreSQL database.

Last verified 25/09/2026

Microsoft

Advanced DAX and Performance Optimization

This course focuses on advanced DAX (Data Analysis Expressions) concepts and performance optimization techniques essential for Power BI developers. Participants will learn to write complex DAX formulas, create calculated columns and measures, and implement sophisticated business logic. The course em

Last verified 14/09/2026

Madecraft

Advanced Pandas

Most Python users pick up just enough pandas to load a CSV and glance at a few rows, then stop there, leaving most of the library's real power untouched. Data scientist Brett Vanderblock built this course to close that gap and take you well past the basics of DataFrame handling. It moves from founda

Last verified 24/09/2026

Coursera

Advanced Quantitative Statistics with Excel

This comprehensive course is tailored specifically for data analysts, business professionals, and anyone looking to significantly enhance their proficiency in Microsoft Excel for complex data analysis tasks. By exploring a wide range of advanced Excel features and techniques, participants will gain

Last verified 21/09/2026

Coursera

Aerospace 3D Printing: Additive Manufacturing

Complex aerospace components that once took months to manufacture are now printed in days. Major aerospace companies like GE Aviation and Airbus have revolutionized production through additive manufacturing, achieving 50% weight reductions while exceeding performance standards. This transformation r

Last verified 28/09/2026

Claude Academy

AI Fluency for nonprofits

Build practical AI collaboration skills for nonprofit research, writing, data analysis and responsible organisation-wide adoption.

Last verified 26/09/2026

Claude Academy

AI Fluency for small businesses

Apply the 4D Framework to research, customer data and operations in small businesses.

Last verified 26/09/2026

Google

AI for Data Analysis

Are the answers you need buried in a dataset you can't decipher? In this course, you’ll learn to use AI as your analytical partner to transform unstructured data into clear, actionable insights. You’ll use Gemini to identify the right success metrics for any project and practice converting messy, ra

Last verified 25/09/2026

Google

AI for Research and Insights

Need to get up to speed on complex topics, fast? In this course, you’ll transform AI into your strategic research partner to accelerate your learning and sharpen your decision-making. You’ll start by using Gemini Deep Research to analyze dozens of sources in minutes, moving from raw data to compelli

Last verified 25/09/2026

IBM

AI Foundations for Everyone

Artificial Intelligence (AI) is no longer science fiction. It is rapidly permeating all industries and having a profound impact on virtually every aspect of our existence. Whether you are an executive, a leader, an industry professional, a researcher, or a student - understanding AI, its impact and

Last verified 28/09/2026

Coursera

AI-Powered Business Analysis: Excel, KPIs & GenAI

Revolutionize your business analysis capabilities by combining traditional Excel expertise with cutting-edge Generative AI tools. This comprehensive program teaches you to leverage ChatGPT, AI-powered data visualization, and advanced Excel techniques to deliver faster, more accurate business insight

Last verified 26/09/2026

Google Cloud

AlloyDB - Database Fundamentals

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you perform several key fundamental tasks for creating and managing AlloyDB for PostgreSQL instances and databases.

Last verified 25/09/2026

Google

Always Remember the Stakeholder

Successful data analysts balance the needs and expectations of their team and the stakeholders they support. In this course, you’ll learn strategies for managing stakeholder expectations while establishing clear communication with your team. By the end of this course, you will be able to: - Underst

Last verified 25/09/2026

Simplilearn

Amazon Q Developer Beginner Training for Python

Master Amazon Q Developer and prompt engineering for Python development. This course covers Amazon Q Developer setup, AI-assisted coding, prompt engineering, safe prompting, output verification, Python project development, structured workflows, and software testing. Build practical skills through ha

Last verified 21/09/2026

Google Cloud

Analytics as a Service for Data Sharing Partners

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how Authorized Views in BigQuery can be shared and consumed to create customer-specific dashboards.

Last verified 25/09/2026

Microsoft Learn

Analyze and visualize data using Microsoft Copilot

Learn how to use Microsoft Copilot to analyze and visualize your data.

Last verified 28/09/2026

Google Cloud

Analyze BigQuery Usage with Log Analytics

This is a self-paced lab that takes place in the Google Cloud console. Use Log Analytics for in-depth usage logs analysis through SQL querires from the Cloud Logging page.

Last verified 25/09/2026

Coursera

Analyze Box Office Data with Seaborn and Python

Welcome to this project-based course on Analyzing Box Office Data with Seaborn and Python. In this course, you will be working with the The Movie Database (TMDB) Box Office Prediction data set. The motion picture industry is raking in more revenue than ever with its expansive growth the world over.

Last verified 14/09/2026

Coursera

Analyze Multimodal AI for Business Insights

The future of AI lies in systems that see, hear, and understand like humans do. Multimodal AI models are revolutionizing business intelligence by processing text, images, audio, and video simultaneously—but their true power emerges when professionals can decode their outputs and transform technical

Last verified 14/09/2026

Google Cloud

Analyzing and Visualizing Data the Google Way

This learning experience guides you through the process of utilizing various data sources and multiple Google Cloud products (including BigQuery and Google Sheets using Connected Sheets) to analyze, visualize, and interpret data to answer specific questions and share insights with key decision maker

Last verified 25/09/2026

Google Cloud

Analyzing Billing Data with BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will create datasets and tables, import data from billing reports, and conduct a variety of queries on the data using BigQuery.

Last verified 25/09/2026

Google Cloud

APIs Explorer: Create and Update a Cluster

This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll learn how to use an inline Google APIs Explorer template to call the Cloud Dataproc API to create a cluster, run a simple Spark job in the cluster, and update the cluster.

Last verified 25/09/2026

Google Cloud

App Dev: Deploying the Application into Kubernetes Engine - Python

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will deploy the quiz application into Kubernetes Engine, leveraging Google Cloud Platform resources including Container Builder and Container Registry, and Kubernetes resources including Deployments, Pods, and S

Last verified 25/09/2026

Google Cloud

App Dev: Setting up a Development Environment - Python

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will provision a Google Compute Engine virtual machine and install software libraries for software development.

Last verified 25/09/2026

EDUCBA

Apply Advanced SPSS Data Analytics & Modeling

This Specialization provides a comprehensive pathway to mastering SPSS for data analysis, statistical modeling, and advanced analytics. Learners progress from GUI navigation and foundational data management to applied regression modeling, predictive analytics, and workflow-based modeling using SPSS

Last verified 25/09/2026

Coursera

Apply Data Cleaning Basics

Messy marketing data leads to inaccurate reporting, wasted budget, and poor business decisions. In this course, you’ll learn how to clean and validate marketing datasets so you can trust the numbers behind your campaigns. You’ll begin with the fundamentals of marketing data cleaning, including how

Last verified 28/09/2026

Google Cloud

Architecting with Google Kubernetes Engine: Production

In this course, you'll learn about Kubernetes and Google Kubernetes Engine (GKE) security; logging and monitoring; and using Google Cloud managed storage and database services from within GKE. This is the second course of the Architecting with Google Kubernetes Engine series. After completing this

Last verified 25/09/2026

Google Cloud

Assessing Data Quality with Dataplex

This is a self-paced lab that takes place in the Google Cloud console. This lab shows you how to assess data quality using Dataplex.

Last verified 25/09/2026

Google

Automate Cybersecurity Tasks with Python

This is the seventh course in the Google Cybersecurity Certificate. In this course, learners will be introduced to the Python programming language and learn how to apply it to a security setting to automate tasks. First, learners will focus on key foundational Python programming concepts, including

Last verified 25/09/2026

Google Cloud

Automatically Deploy Python Web Apps from Version Control to Cloud Run

This is a self-paced lab that takes place in the Google Cloud console. Learn how to automatically deploy your changes from version control to Cloud Run

Last verified 25/09/2026

Google Cloud

Automating your BigQuery Data Pipeline with Cloud Dataprep

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will examine how Dataprep can be used on complicated data structures in BigQuery.

Last verified 25/09/2026

LearnKartS

AWS AI Practitioner Certification Prep

Step into the world of Artificial Intelligence on AWS with a specialization designed to take you from cloud foundations to responsible, production-ready AI systems. The AWS AI Practitioner prep Specialization is ideal for students, IT professionals, cloud engineers, data analysts, and aspiring AI pr

Last verified 27/09/2026

Board Infinity

BFSI Essentials: Unlocking Finance Careers

This specialization provides a deep dive into the key segments of the BFSI sector, including banking, financial services, insurance, and investment management. Learners will acquire critical skills in financial analysis, risk management, and technological innovations, preparing them for diverse role

Last verified 27/09/2026

Google Cloud

Big Data Analysis to a Slide Presentation

This is a self-paced lab that takes place in the Google Cloud console. This lab leverages two Google developer platforms: G Suite and Google Cloud Platform (GCP). It uses GCP's BigQuery API, Sheets, and Slides to collect, analyze and present data.

Last verified 25/09/2026

Packt

Big Data Foundations with Hadoop and Spark

This specialization features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the specialization. Big data is transforming industries, and this specializa

Last verified 27/09/2026

Google Cloud

BigQuery for Data Analysts

This course is designed for data analysts who want to learn about using BigQuery for their data analysis needs. Through a combination of videos, labs, and demos, we cover various topics that discuss how to ingest, transform, and query your data in BigQuery to derive insights that can help in busines

Last verified 25/09/2026

Google Cloud

BigQuery Fundamentals for Oracle Professionals

This course covers BigQuery fundamentals for professionals who are familiar with SQL-based cloud data warehouses in Oracle and want to begin working in BigQuery. Through interactive lecture content and hands-on labs, you learn how to provision resources, create and share data assets, ingest data, an

Last verified 25/09/2026

Google Cloud

BigQuery Machine Learning using Soccer Data

This is a self-paced lab that takes place in the Google Cloud console. Learn how to use BigQuery ML with soccer shot data to create and use an expected goals model.

Last verified 25/09/2026

Google Cloud

BigQuery Soccer Data Analysis

This is a self-paced lab that takes place in the Google Cloud console. Learn the fundamentals of writing and executing queries to query soccer data stored in BigQuery tables. In this lab you will learn more fundamentals of sports data science by writing and executing queries to query data stored in

Last verified 25/09/2026

Google Cloud

BigQuery: Qwik Start - Console

This is a self-paced lab that takes place in the Google Cloud console. This lab shows you how to query public tables and load sample data into BigQuery using the Web UI. Watch the short videos Get Meaningful Insights with Google BigQuery and BigQuery: Qwik Start - Qwiklabs Preview.

Last verified 25/09/2026

Google Cloud

Bigtable: Qwik Start - Command Line

This is a self-paced lab that takes place in the Google Cloud console. Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. In this lab you'll use Bigtable with the cbt command line. Wa

Last verified 25/09/2026

University of Toronto

Bioinformatic Methods I

Large-scale biology projects such as the sequencing of the human genome and gene expression surveys using RNA-seq, microarrays and other technologies have created a wealth of data for biologists. However, the challenge facing scientists is analyzing and even accessing these data to extract useful in

Last verified 14/09/2026

Google Cloud

Bracketology with Google Machine Learning

This is a self-paced lab that takes place in the Google Cloud console. In this lab you use Machine Learning (ML) to analyze the public NCAA dataset and predict NCAA tournament brackets.

Last verified 25/09/2026

Board Infinity

Brand Management with AI: Strategy to Execution

This specialization prepares you to become a future-ready Brand Manager equipped with both strategic foundations and AI-powered execution capabilities. Designed for 2025 and beyond, the program combines timeless brand strategy with modern tools such as predictive analytics, automation platforms, and

Last verified 26/09/2026

Google Cloud

Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos

This is a self-paced lab that takes place in the Google Cloud console. The BigQuery processing pipeline queries a public COVID-19 dataset on a schedule, creates charts from the data, then notifies users about the new charts via SendGrid with Events for Cloud Run on GKE

Last verified 25/09/2026

Google Cloud

Build a Certification Study Guide: PCDBE Exam Prep

Learn how to use NotebookLM to create a personalized study guide for the Professional Cloud Database Engineer certification exam. You'll get an overview of the NotebookLM essentials, learn how to add sources, and use the study guide to practice for a certification exam.

Last verified 25/09/2026

Google Cloud

Build an End-to-End Data Capture Pipeline using Document AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab you use Cloud Functions and Pub/Sub to create an end-to-end document processing pipeline using Document AI. The Document AI API is a document understanding solution that takes unstructured data, such as documents and

Last verified 25/09/2026

Google Cloud

Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will explore existing datasets with Data Catalog and mine the table and column metadata for insights.

Last verified 25/09/2026

Google Cloud

Build Data Lakes and Data Warehouses on Google Cloud

The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud in technical detail. Also, this course describes the role of a data engineer, the benefi

Last verified 25/09/2026

Google Cloud

Build Streaming Data Pipelines on Google Cloud

In this course you will get hands-on in order to work through real-world challenges faced when building streaming data pipelines. The primary focus is on managing continuous, unbounded data with Google Cloud products.

Last verified 25/09/2026

OpenAI Academy

Build with Retrieval-Augmented Generation

Build AI applications that use your data to produce relevant, grounded answers.

Last verified 26/09/2026

Illinois Tech

Building and Working with Relational Databases

This specialization covers the core principles and practical applications of relational databases, focusing on design, implementation, and management. Learners will build hands-on skills in SQL querying, data modeling, normalization, and developing database-driven applications. Through real-world sc

Last verified 26/09/2026

Google Cloud

Building No-Code Apps with AppSheet: Implementation

This course teaches you how to implement various capabilities that include data organization and management, application security, actions and integrations in your app using AppSheet. The course also includes topics on managing and upgrading your app, improving performance and troubleshooting issues

Last verified 25/09/2026

Google Cloud

Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion

This is a self-paced lab that takes place in the Google Cloud console. In this lab you’ll be working with Wrangler directives which are used by the Wrangler plugin, the “Swiss Army Knife” of plugins in the Data Fusion platform, so that your transformations are encapsulated in one place and we can gr

Last verified 25/09/2026

SkillUp

Business Analysis: Process Modeling & Requirements Gathering

Business analysis is the strategic key to solving business challenges. By turning data and insights into actionable solutions that align with organizational goals, professionals with strong business analysis skills are in high demand. During this course, you’ll master various tools and techniques

Last verified 28/09/2026

Simplilearn

Business Analyst Full Course | Business Analyst Tutorial | Business Analyst Training | Simplilearn

Free online learning covering Go, Microsoft Excel, Data Analysis, Power BI, SQL.

Last verified 26/09/2026

University of Illinois Urbana-Champaign

Business Analytics

Our world has become increasingly digital, and business leaders need to make sense of the enormous amount of available data today. In order to make key strategic business decisions and leverage data as a competitive advantage, it is critical to understand how to draw key insights from this data. The

Last verified 27/09/2026

Madecraft

Business and Productivity Tools

This Specialization is intended for business professionals and small business owners seeking to build practical fluency with the tools that run day-to-day operations. Through four courses, you'll cover setting up and reading Google Analytics reports, working efficiently across Microsoft 365 apps lik

Last verified 27/09/2026

Howard University

Business Problem Solving

This Specialization is for learners who want to learn how to identify, analyze, and solve business problems using spreadsheet models. In addition, learners will use mathematical tools to discover key relationships in business data and develop the skills to build and manage data-driven business decis

Last verified 28/09/2026

Google Cloud

Caching and Datagroups with LookML

This is a Google Cloud Self-Paced Lab. In this lab, you will learn how caching works in Looker and explore how to use LookML objects called datagroups to define caching policies.

Last verified 25/09/2026

Google Cloud

Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to deploy a basic day-to-day scenario with CloudGuard in place

Last verified 25/09/2026

Pearson

CISA: Information Systems Auditing

In this course, you'll delve into the fundamental concepts of auditing, gaining a deep understanding of its critical role in enhancing organizational security. You'll learn the art of audit project management, including effective data sampling techniques and the application of industry-standard fram

Last verified 28/09/2026

Coursera

Clean & Maintain Lists

Transform your email marketing success with data-driven list hygiene practices that boost engagement and deliverability. This Short Course was created to help marketing professionals accomplish systematic list cleaning and performance evaluation. By completing this course, you'll be able to identify

Last verified 24/09/2026

Microsoft Learn

Clean, transform, and load data in Power BI

Use Power Query to prepare data for analysis, resolve inconsistent or missing values, profile columns, transform data types and combine queries.

Last verified 17/09/2026

University of Colorado System

Clinical Data Science

Are you interested in how to use data generated by doctors, nurses, and the healthcare system to improve the care of future patients? If so, you may be a future clinical data scientist! This specialization provides learners with hands on experience in use of electronic health records and informatic

Last verified 28/09/2026

Google Cloud

Cloud Filestore: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. Cloud Filestore is a managed file storage service for applications that require a filesystem interface and a shared filesystem for data. Filestore gives users a simple, native experience for standing up managed Network Attached S

Last verified 25/09/2026

Google Cloud

Cloud Spanner - Loading Data and Performing Backups

This is a self-paced lab that takes place in the Google Cloud console. In this lab you explore various ways to load data into Cloud Spanner as well as perform a backup of your database.

Last verified 25/09/2026

Google Cloud

Cloud Spanner: Qwik Start

This is a self-paced lab that takes place in the Google Cloud console. This lab shows how to perform basic operations in Cloud Spanner using the Google Cloud Platform Console. Watch the short video Get a Highly Consistent, Scalable Database Service with Cloud Spanner.

Last verified 25/09/2026

University of California San Diego

Code Free Data Science

The Code Free Data Science class is designed for learners seeking to gain or expand their knowledge in the area of Data Science. Participants will receive the basic training in effective predictive analytic approaches accompanying the growing discipline of Data Science without any programming requi

Last verified 14/09/2026

Google Cloud

Collect Metrics from Exporters using the Managed Service for Prometheus

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will explore using the Managed Service for Prometheus to collect metrics from other infrastructure sources via exporters.

Last verified 25/09/2026

Microsoft Learn

Configure Business Central for Excel and Power BI

Make Business Central data available for easy reporting with Excel and intelligent analysis with Power BI.

Last verified 17/09/2026

Google Cloud

Configure Replication and Enable Point-in-Time-Recovery for Cloud SQL for PostgreSQL

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will configure and test point-in-time recovery for a Cloud SQL for PostgreSQL instance.

Last verified 25/09/2026

Google Cloud

Connect and Configure Data for your AppSheet App

This is a Google Cloud Self-Paced Lab. In this lab, you'll use AppSheet to connect and configure data for your app.

Last verified 25/09/2026

Coursera

Connect Google Ads & Analytics Data

Did you know that businesses linking Google Ads to Google Analytics see a 23% increase in conversions and 10% reduction in cost per conversion? This Short Course helps digital marketing professionals accomplish seamless data integration between Google's essential marketing platforms. By completing t

Last verified 28/09/2026

Google Cloud

Connect to Cloud SQL from an Application in Kubernetes Engine

This is a self-paced lab that takes place in the Google Cloud console. This lab shows how easy it is to connect an application in Kubernetes Engine to a Cloud SQL instance using the Cloud SQL Proxy container as a sidecar container. You will deploy a Kubernetes Engine cluster and a Cloud SQL Postgres

Last verified 25/09/2026

Google Cloud

Consuming Customer Specific Datasets from Data Sharing Partners using BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to create Data Twins for customers on Google Cloud or a different cloud service provider.

Last verified 25/09/2026

Google Cloud

Cost Optimization and Data Tiering with BigLake and Cloud Storage

This is a self-paced lab that takes place in the Google Cloud console. Learn to how to potentially reduce your costs by archiving data, unused tables, and partitions from BigQuery into Google Cloud Storage

Last verified 25/09/2026

Microsoft Learn

Create an ontology with Fabric IQ

Learn how to create ontologies in Fabric IQ by building manually or generating from Power BI semantic models, then bind ontology definitions to OneLake data sources including lakehouse tables and eventhouse streams.

Last verified 22/09/2026

Google Cloud

Create and Test a Document AI Processor

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn how to to create and use document processors using the Document AI API.

Last verified 25/09/2026

Coursera

Create Customer Support Data with Microsoft Excel

By the end of this project, you will create a free account on Microsoft 365, get access to Microsoft Excel, and create a table with customer data. You will edit and format the data, hide sensitive information, sort, and filter data. Your new skills will help you manage your customer relations and be

Last verified 28/09/2026

Google Cloud

Creating a Data Transformation Pipeline with Cloud Dataprep

This is a self-paced lab that takes place in the Google Cloud console. Cloud Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. In this lab you will explore the Cloud Dataprep UI to build a data transform

Last verified 25/09/2026

Google Cloud

Creating a De-identified Copy of Data in Cloud Storage

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will create and run a Cloud DLP job using the DeID Findings Action to create a redacted and de-identified copy data in Cloud Storage.

Last verified 25/09/2026

Google Cloud

Creating Derived Tables Using LookML

This is a Google Cloud Self-Paced Lab. In this lab, you create SQL derived and native derived tables in LookML to define new tables that do not already exist in the underlying database.

Last verified 25/09/2026

Coursera

Creating Engaging Content for YouTube

Learn the video production process for YouTube, from planning and scripting to shooting, editing, and channel optimization. This course teaches you how to create professional-quality videos that capture viewer attention and leverage YouTube's powerful algorithm for maximum reach and engagement. Thr

Last verified 14/09/2026

Google Cloud

Creating Permanent Tables and Access-Controlled Views in BigQuery

This is a self-paced lab that takes place in the Google Cloud console. This lab focuses on how to create new permanent reporting tables and logical reviews from an existing ecommerce dataset.

Last verified 25/09/2026

Google Cloud

Creating Tile-based Dashboard Alerts in Looker

This is a self-paced lab that takes place in the Google Cloud console.In this lab, you learn how to create and modify tile-based dashboard alerts in Looker.

Last verified 25/09/2026

LearnQuest

CRO Excellence: Leading High-Performance Sales Teams

This Specialization prepares aspiring and early-career revenue leaders to step into high-impact sales leadership roles, including Chief Revenue Officer and senior sales management positions. Across three progressively advanced courses, learners build strategic foundations, people leadership capabili

Last verified 26/09/2026

Edureka

Data Analysis and Dashboard Design with Tableau

This course takes your Tableau skills to the next level by introducing advanced analytical techniques that enable deeper insights, smarter decision-making, and scalable dashboard design. You’ll begin by strengthening your foundation in calculations, learning how to create dynamic calculated fields,

Last verified 28/09/2026

IBM

Data Analysis and Visualization Foundations

Deriving insights from data and communicating findings has become an increasingly important part of virtually every profession. This Specialization prepares you for this data-driven transformation by teaching you the core principles of data analysis and visualization and by giving you the tools and

Last verified 28/09/2026

American Psychological Association

Data Exploration in Psychology

This Specialization is intended to elevate the public’s understanding of, regard for, and use of psychology and strengthen APA’s standing as an authoritative voice for psychology. Specifically, to introduce the use of descriptive statistics in psychological research, including descriptions of how da

Last verified 27/09/2026

Edureka

Data Integration and ETL with Talend

Welcome to the Data Integration and ETL with Talend course, where you will gain hands-on experience in using the Talend platform to efficiently integrate, transform, and manage data from multiple sources. In this program, you'll explore best practices for designing robust ETL (Extract, Transform, L

Last verified 28/09/2026

Google Cloud

Data Loss Prevention: Qwik Start - JSON

This is a self-paced lab that takes place in the Google Cloud console. The Data Loss Prevention API provides programmatic access to a powerful detection engine for privacy-sensitive data. In this lab, you will learn how to use this API to inspect a string of data for sensitive information.

Last verified 25/09/2026

Fred Hutchinson Cancer Center

Data Management and Sharing for NIH Proposals

The National Institutes of Health (NIH) has a new policy for the management and sharing of scientific data starting for (most) grants submitted January 25, 2023 or later. In this course we will describe what the new policy requires, places where you might want to share your particular kind of data,

Last verified 14/09/2026

Google Cloud

Data Management and Storage in the Cloud

Hi again! This is the second course of the Google Cloud Data Analytics Certificate. Get cozy with the key components of data governance, normalized and star schemas, data catalogs, and data lakehouse architecture.

Last verified 25/09/2026

University of Colorado Boulder

Data Mining Foundations and Practice

The Data Mining specialization is intended for data science professionals and domain experts who want to learn the fundamental concepts and core techniques for discovering patterns in large-scale data sets. This specialization consists of three courses: (1) Data Mining Pipeline, which introduces the

Last verified 28/09/2026

Google Cloud

Data Publishing on BigQuery using Authorized Views for Data Sharing Partners

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how Authorized Views in BigQuery can be used to share customer specific data from a Data Sharing Partner.

Last verified 25/09/2026

Google

Data Responsibility

Before you work with data, you must confirm that it is unbiased and credible. After all, if you start your analysis with unreliable data, you won’t be able to trust your results. In this course, you will learn to identify bias in data and to ensure your data is credible. You’ll also explore open dat

Last verified 25/09/2026

Università di Napoli Federico II

Data Science con Python e R

Questa Specialization è rivolta a quanti vogliano acquisire competenze di base nell’ambito della programmazione in Python e imparare ad utilizzare R e Python per risolvere problemi nell’ambito della Data Science. Attraverso i tre corsi, apprenderai come sono organizzate le strutture dei dati in R, c

Last verified 27/09/2026

University of Colorado System

Data Science for Marketing

This specialization is designed for marketing professionals aiming to harness the power of data science. Across four comprehensive courses, learners will learn about modern marketing data analytics, regression modeling, machine learning, and decision-making. This program covers statistical concepts,

Last verified 26/09/2026

Microsoft

Data Storage and Management for Big Data

This course provides a comprehensive overview of data storage and management approaches for big data. Learners will explore structured, semi-structured, and unstructured data formats, compare SQL and NoSQL database technologies, and implement data lakes and data warehouses. The course includes worki

Last verified 23/09/2026

Edureka

Data Storytelling with Power BI

Welcome to the Data Storytelling with Power BI course, where you'll embark on a journey to acquire practical expertise in data transformation and visualization. Leverage the potential of Power BI to create narratives through structured data, leading to the discovery of more profound insights. Thro

Last verified 28/09/2026

University of California San Diego

Data Structures and Algorithms

Computer science legend Donald Knuth once said “I don’t understand things unless I try to program them.” We also believe that the best way to learn an algorithm is to program it. However, many excellent books and online courses on algorithms, that excel in introducing algorithmic ideas, have not yet

Last verified 27/09/2026

Packt

Data Structures and Algorithms: The Complete Masterclass

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Master the essential principles of data structures and algorithms throug

Last verified 26/09/2026

Google Cloud

Data Transformation in the Cloud

Hi learner! This is the third course of the Google Cloud Data Analytics Certificate. Tap into your creativity as you explore the world of advanced principles of data visualization. You'll discover the benefits and challenges of transforming data in the cloud and the common tools and methods used to

Last verified 25/09/2026

Analyst Academy

Data Visualization Crash Course | Consulting Best Practices

Study data visualisation principles and consulting presentation practices in an Analyst Academy course.

Last verified 28/09/2026

Google Cloud

Dataflow: Qwik Start - Templates

This is a self-paced lab that takes place in the Google Cloud console. This page shows you how to create a streaming pipeline using a Google-Provided Cloud Dataflow template.

Last verified 25/09/2026

Google Cloud

De-identifying DICOM Data with the Healthcare API

This is a self-paced lab that takes place in the Google Cloud console. Use the de-identification functionality of Cloud Healthcare API with the Digital Imaging and Communications in Medicine (DICOM) data model.

Last verified 25/09/2026

University of Maryland, College Park

Dealing With Missing Data

This course will cover the steps used in weighting sample surveys, including methods for adjusting for nonresponse and using data external to the survey for calibration. Among the techniques discussed are adjustments using estimated response propensities, poststratification, raking, and general reg

Last verified 25/09/2026

Google Cloud

Deploy Microsoft SQL Server to Compute Engine

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to create a virtual machine with Microsoft SQL Server installed. You’ll also create a Windows user and password and learn how to connect to the Windows Server via remote desktop.

Last verified 25/09/2026

Google Cloud

Deploying an Open Source Cassandra™ Database using the GCP Marketplace

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will deploy an Apache Cassandra™ database using using the GCP marketplace. You will connect to the database using CQL Shell and run some simple DDL commands to create a table, load some data and query it.

Last verified 25/09/2026

Microsoft Learn

Describe the business value of Microsoft Power Platform

This learning path serves as an introduction to the Power Platform. It discusses the Power Platform components: Power BI, Power Apps, Power Automate, Power Pages and Microsoft Copilot Studio. It covers Microsoft Dataverse as the common data foundation, and connectors that allow Power Platform apps to access a vast list of data sources. The learning path also discusses Power Platform's native integration with Microsoft 365 services, its ability to connect to on-premises systems, and the capabilities of the Plan Designer. PL-900

Last verified 07/09/2026

Microsoft Learn

Design and transform analytics data in Microsoft Fabric

Design dimensional models and apply transformations using dataflows, Spark notebooks, and T-SQL to produce consistent, analysis-ready data in Microsoft Fabric.

Last verified 07/09/2026

Microsoft Learn

Design effective reports in Power BI

Learn to design and deliver Power BI reports using a user-centered process that emphasizes actionable insights, visual appeal, and production-ready development aligned with stakeholder needs.

Last verified 07/09/2026

Google Cloud

Designing and Querying Bigtable Schemas

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you explore a Bigtable instance and use the Bigtable CLI (cbt CLI) to query data in Bigtable. You also design a table schema and row key using best practices for Bigtable.

Last verified 25/09/2026

Google Cloud

Develop Code with Gemini in BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab you learn how to use Gemini code generation, explanation and suggestions in BigQuery.

Last verified 25/09/2026

Google

Develop Presentations and Slideshows

In this course, you’ll discover how to give an effective presentation about your data analysis. The course will teach you how to construct insightful presentations that resonate with your audience. You'll learn to anticipate and address potential questions and to articulate the limitations of your d

Last verified 25/09/2026

Google Cloud

Developing Data Models with LookML

This course empowers you to develop scalable, performant LookML (Looker Modeling Language) models that provide your business users with the standardized, ready-to-use data that they need to answer their questions. Upon completing this course, you will be able to start building and maintaining LookML

Last verified 25/09/2026

KodeKloud

DevOps Mastery

This specialization is intended for aspiring DevOps professionals and IT enthusiasts. Through 8 comprehensive courses, you will cover essential topics including DevOps prerequisites, Git, Jenkins, Docker, Kubernetes, Ansible, Terraform, and Python. This curriculum will prepare you for mastering the

Last verified 28/09/2026

Google Cloud

Discover and Catalog Vertex AI Assets with Dataplex

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn how to catalog and discover Vertex AI assets, such as models and datasets, using Dataplex.

Last verified 25/09/2026

LearnKartS

Docker Networking and Storage

Run reliable containerized applications through this practical course built around 10 real-world demos covering Docker networking and storage, from container communication and network isolation to persistent data, backup, and migration. Built around the Docker Certified Associate (DCA) exam objectiv

Last verified 28/09/2026

Microsoft Learn

Empower your workforce with Microsoft Copilot

In this interactive learning path, you perform a series of exercises to build your Copilot skills in role-related business scenarios. Roles include, Executives, Sales, Marketing, Finance, IT, HR, and Operations.

Last verified 28/09/2026

Microsoft Learn

Empower your workforce with Microsoft Copilot: Communications

Complete a series of exercises to build your Microsoft Copilot skills in Communications-related business scenarios.

Last verified 28/09/2026

Microsoft Learn

Empower your workforce with Microsoft Copilot: HR

Complete a series of exercises to build your Microsoft Copilot skills in HR-related business scenarios.

Last verified 28/09/2026

Microsoft Learn

Empower your workforce with Microsoft Copilot: Legal

Complete a series of exercises to build your Microsoft Copilot skills in Legal-related business scenarios.

Last verified 28/09/2026

Google Cloud

Enabling Sensitive Data Protection Discovery for BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you implement discovery and protection for sensitive data in BigQuery using Sensitive Data Protection.

Last verified 25/09/2026

Google Cloud

Enabling Sensitive Data Protection Discovery for Cloud Storage

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you implement continuous monitoring and protection for Cloud Storage data using Sensitive Data Protection.

Last verified 25/09/2026

Microsoft Learn

Enhance business workflows with AI

This learning path enables students to use Microsoft Copilot to draft and refine business content, analyze and visualize data, manage meetings and collaboration, and delegate multi-step work with Copilot Cowork.

Last verified 28/09/2026

Google Cloud

Enterprise Database Migration

This course is intended to give architects, engineers, and developers the skills required to help enterprise customers architect, plan, execute, and test database migration projects. Through a combination of presentations, demos, and hands-on labs participants move databases to Google Cloud while ta

Last verified 25/09/2026

Google Cloud

Enterprise Search on Generative AI App Builder

Enterprises of all sizes have trouble making their information readily accessible to employees and customers alike. Internal documentation is frequently scattered across wikis, file shares, and databases. Similarly, consumer-facing sites often offer a vast selection of products, services, and inform

Last verified 25/09/2026

Microsoft Learn

Evaluate, publish, and manage agents in Microsoft Copilot Studio

Evaluate agent quality with repeatable test sets, use monitoring data to identify runtime issues, publish agents to Teams and Microsoft 365 Copilot, and apply governance, lifecycle, and Copilot Credit considerations.

Last verified 17/09/2026

Microsoft Learn

Explore analytics data stores in Microsoft Fabric

Understand how Microsoft Fabric unifies analytics storage through OneLake, and evaluate when to use lakehouses, warehouses, or eventhouses for your data workloads.

Last verified 07/09/2026

Microsoft Learn

Explore archiving and records management in Microsoft 365

This module examines how Microsoft 365 supports data governance by enabling organizations to archive content by using archive mailboxes, and manage their high-value content for legal, business, or regulatory obligations by implementing records management. MS-102

Last verified 28/09/2026

Google Cloud

Explore Data with Gemini in BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to use Table Explorer and Data Insights with Gemini in BigQuery.

Last verified 25/09/2026

Microsoft Learn

Explore Microsoft 365 administration

This Learning Path introduces the Microsoft 365 experience by helping you set up core services, manage users and access securely, and protect your organization’s data using built-in tools and best practices.

Last verified 07/09/2026

Google

Explore Raw Data

Finding stories in data using exploratory data analysis (EDA) is all about organizing and interpreting raw data. Python can help you do this quickly and effectively. In this course, you’ll learn how to use Python to perform the EDA practices of discovering and structuring. By the end of this cour

Last verified 25/09/2026

Microsoft Learn

Explore the fundamentals of Microsoft Power Platform

Explore the core products and capabilities of Microsoft Power Platform—including Power Apps, Power Automate, Microsoft Dataverse, Copilot Studio, and governance tools—and discover how AI is embedded across the platform to help you build smarter, faster solutions. PL-900

Last verified 07/09/2026

Google Cloud

Exploring Your Ecommerce Dataset with SQL in Google BigQuery

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn to use BigQuery to find data, query the data-to-insights public dataset, and write and execute queries.

Last verified 25/09/2026

Microsoft Learn

Extend and analyze Dynamics 365 Customer Service

Learn how to extend Dynamics 365 Customer Service, analyze service performance, and capture customer feedback to identify opportunities for service improvement.

Last verified 28/09/2026

Microsoft Learn

Extend declarative agents with connector tools in Copilot Studio

Connect your declarative agent to external services and data using connector tools. Configure out-of-the-box connectors and add them to declarative agents that extend Microsoft Copilot.

Last verified 22/09/2026

Microsoft Learn

Extract insights from visual data on Azure

Use generative AI vision and Content Understanding in Azure to extract insights from visual data.

Last verified 07/09/2026

CertNexus

Extract, Transform, and Load Data

This course is designed for business and data professional seeking to learn the first technical phase of the data science process known as Extract, Transform and Load or ETL. Learners will be taught how to collect data from multiple sources so it is available to be transformed and cleaned and the

Last verified 14/09/2026

Google

Fast-Track Data Analysis and Presentations

Need to crunch data or pull together a presentation? In this course, you’ll design prompts that help you extract insights, understand spreadsheet formulas, and build graphs to visualize data. You'll also explore how to use AI tools to help with speaker notes and practice before your big day, once yo

Last verified 25/09/2026

EDUCBA

Financial Modeling with Spreadsheet Automation

Master Excel VBA for financial modeling and automate complex finance workflows with real-world projects and simulations. Learn how to build dynamic financial models, automate repetitive Excel tasks, and develop advanced analytical tools using VBA. This hands-on course teaches practical VBA programm

Last verified 24/09/2026

Google Cloud

Form Parsing with Document AI (Python)

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use the Document AI Form Parser to parse a handwritten form with Python.

Last verified 25/09/2026

Coursera

Foundations of Business Strategy and Research

Develop comprehensive business strategy and research skills essential for today's data-driven marketplace. This specialization combines foundational business knowledge with practical research methods to help you make informed strategic decisions. You'll explore organizational planning, sustainable p

Last verified 27/09/2026

OpenLearning

FOUNDATIONS OF DATA STRUCTURES AND ALGORITHMS IN C++

"Data dominates. If you've chosen the right data structures and organized things well, the algorithms will almost always be self-evident." - Rob Pike

Last verified 28/09/2026

Google Cloud

Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. Explore financial transactions data for fraud analysis, apply feature engineering and machine learning techniques to detect fraudulent activities using BigQuery ML.

Last verified 25/09/2026

Google

Functions and Conditional Statements

In this course, you’ll discover how to call functions to perform useful actions on your data. You’ll also learn how to write conditional statements to tell the computer how to make decisions based on your instructions. And you’ll practice writing clean code that can be easily understood and reused b

Last verified 25/09/2026

Johns Hopkins University

Genomic Data Science

With genomics sparks a revolution in medical discoveries, it becomes imperative to be able to better understand the genome, and be able to leverage the data and information from genomic datasets. Genomic Data Science is the field that applies statistics and data science to the genome. This Speciali

Last verified 27/09/2026

Microsoft Learn

Get ready to work with Microsoft Copilot

Explore how Microsoft Copilot grounds responses in your organizational data and the web, discover how agents extend Copilot's capabilities, understand how your data stays protected, and learn a four-element prompting framework to get accurate, useful results.

Last verified 07/09/2026

Microsoft Learn

Get started building with Power BI

Learn the basics of Power BI, how its services and applications work together, and how to create compelling visuals and reports from your data.

Last verified 07/09/2026

Microsoft Learn

Get started with Fabric IQ

Learn how to use Fabric IQ to model business concepts in an ontology, bind them to data sources, visualize relationships, and build data agents grounded in your business vocabulary.

Last verified 28/09/2026

Microsoft Learn

Get started with lakehouses in Microsoft Fabric

Lakehouses in Microsoft Fabric combine data lake flexibility with data warehouse analytics. Learn how to create, load, and query a lakehouse on a single platform.

Last verified 28/09/2026

Microsoft Learn

Get started with Microsoft data analytics

Explore the role of a data analyst and how Power BI tools transform data into impactful reports and dashboards that support trusted, data-driven decisions across the business.

Last verified 07/09/2026

Microsoft Learn

Get started with Microsoft Foundry IQ

Learn how Microsoft Foundry IQ helps AI agents retrieve relevant information from enterprise data and generate grounded, citation-backed responses.

Last verified 07/09/2026

Coursera

Getting Started with Microsoft Excel

By the end of this project, you will learn how to create an Excel Spreadsheet by using a free version of Microsoft Office Excel. Excel is a spreadsheet that works like a database. It consists of individual cells that can be used to build functions, formulas, tables, and graphs that easily organiz

Last verified 21/09/2026

Google Cloud

Getting Started with Splunk Cloud GDI on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. A step-by-step guide through the process to configure multiple methods to ingest Google Cloud data into Splunk

Last verified 25/09/2026

Google Cloud

Google Cloud Database Migrations: Strategy

Ready to move your databases to Google Cloud? This course provides the strategy. Learn to evaluate business drivers to overcome high on-premise costs and vendor lock-in. Use Migration Center to discover assets, analyze TCO, and build a phased wave plan. You’ll learn to choose the right migration pat

Last verified 25/09/2026

Google Cloud

Google Cloud Pub/Sub: Qwik Start - Command Line

This is a self-paced lab that takes place in the Google Cloud console. This hands-on lab shows you how to publish and consume messages with a pull subscriber, using the Google Cloud command line. Watch the short video <A HREF="https://youtu.be/oKU2wbTXMTY">Simplify Event Driven Processing with Clou

Last verified 25/09/2026

Google

Google Data Analytics Capstone: Complete a Case Study

This course is the eighth course in the Google Data Analytics Certificate. You’ll have the opportunity to complete a case study, which will help prepare you for your data analytics job hunt. Case studies are commonly used by employers to assess analytical skills. For your case study, you’ll choose a

Last verified 25/09/2026

Google

Google Data-Driven Decision Making

Ready to harness the power of data and AI to make better business decisions? This beginner-friendly Specialization from Google will equip you with the essential data analysis skills you need. You'll learn how to ask the right questions, analyze information, and turn complex data into clear, actiona

Last verified 28/09/2026

Google Cloud

Google Workspace Data Governance

This course equips learners with skills to govern data within their Google Workspace environment. Learners will explore data loss prevention rules in Gmail and Drive to prevent data leakage. They will then learn how to use Google Vault for data retention, preservation, and retrieval purposes. Next,

Last verified 25/09/2026

Microsoft Learn

Govern analytics data in Microsoft Fabric

Apply governance controls in Microsoft Fabric to classify sensitive data, signal trust with endorsement, and monitor governance posture using the OneLake catalog.

Last verified 22/09/2026

Microsoft Learn

Govern and secure Microsoft 365 tenants and workloads

Govern and secure a Microsoft 365 tenant: manage identities, configure authentication and access, protect collaboration from threats, and specify information-protection and data-loss-prevention requirements for Microsoft Copilot and AI agents.

Last verified 28/09/2026

EDUCBA

Hadoop & Big Data Foundations Mastery Course

This specialization provides a complete learning pathway to master Hadoop and the Big Data ecosystem. Learners will explore HDFS architecture, implement MapReduce programs, design Hive queries, and optimize data processing with Pig and NoSQL databases. Through real-world examples and integrated tool

Last verified 26/09/2026

Google

Hello, Python!

In this course, you'll discover the main features and benefits of the Python programming language, and how Python can help power your data analysis. Python is an object-oriented programming language based on objects that contain data and useful code. You’ll become familiar with the core concepts of

Last verified 25/09/2026

Board Infinity

Holistic Mobile App Design & Development

The Holistic Mobile App Design & Development: Cross-Platform Excellence specialization equips learners with the skills to design, build, and deploy cross-platform mobile apps using React Native. From mastering foundational concepts like UI design, navigation, and data handling to exploring advanced

Last verified 28/09/2026

Google Cloud

How to Build a BI Dashboard Using Google Looker Studio and BigQuery

This is a self-paced lab that takes place in the Google Cloud console. Learn how to build a BI dashboard with Looker Studio as the front end, powered by BigQuery on the back end

Last verified 25/09/2026

John Wiley & Sons

How to Measure Anything in Cybersecurity Risk

This course provides a data-driven approach to measuring and managing cybersecurity risk. Learn to apply Bayesian methods and risk audits to improve decision-making and security metrics in enterprises. This resource provides a practical, data-driven approach to cybersecurity risk management, helpin

Last verified 25/09/2026

Coursera Partner

IBM COBOL Data and File Management

Welcome to IBM COBOL – Data and File Management! By enrolling in this course, you are taking a big step in increasing your knowledge and hands on experience with IBM COBOL data and file management. In this course, you will learn the fundamental elements of COBOL code. You will learn the process of w

Last verified 28/09/2026

IBM

IBM Data Analyst

Prepare for a career in the high-growth field of data analytics. In this program, you’ll learn in-demand skills like Python, Excel, and SQL to get job-ready in as little as 4 months. Data analysis is the process of collecting, storing, modeling, and analyzing data that can inform executive decision

Last verified 27/09/2026

IBM

IBM Relational Database Administrator with GenAI

Businesses rely on competent relational database administrators manage and secure structured databases, ensuring performance, integrity, backups, and user access that leads to good business decisions. This program provides aspiring database administrators, managers, analysts, and other technical sp

Last verified 26/09/2026

Microsoft Learn

Implement Real-Time Intelligence with Microsoft Fabric

Ingest, transform, and analyze streaming data with Real-Time Intelligence in Microsoft Fabric.

Last verified 07/09/2026

Google Cloud

Importing Data to a Firestore Database

In this lab you will upload existing data (a CSV file) to a Firestore serverless database in the cloud.

Last verified 25/09/2026

Northeastern University

Information Systems Foundations

The Information Systems Foundations specialization provides an immersive experience into software development and information systems across four courses. Designed to progressively build from basic concepts to advanced applications, it aims to arm you with practical skills in software engineering, d

Last verified 27/09/2026

Microsoft Learn

Ingest data with Microsoft Fabric

Learn to ingest and process data in Microsoft Fabric using Dataflows Gen2, pipelines, Apache Spark, and KQL databases.

Last verified 07/09/2026

Google Cloud

Ingesting HL7v2 Data with the Healthcare API

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will discover and use the basic functionality of Cloud Healthcare API using HL7v2 messages.

Last verified 25/09/2026

American Psychological Association

Interviewing Methods

This is primarily aimed at first- and second-year undergraduates interested in psychology, data analysis, and qualtitative research methods along with high school students and professionals with similar interests. This course delves into the variety of interviewing methods used in qualitative resea

Last verified 28/09/2026

Google

Introducing Data Analytics and Analytical Thinking

Data is everywhere, but turning it into insight requires more than technical skills. You'll learn about bias and its appearance in data, sharpen your analytical thinking skills, and understand how data ecosystems operate. You’ll learn to question assumptions, interpret findings by combining data and

Last verified 25/09/2026

Microsoft Learn

Introduction to AI Skills for nonprofits

Learn how to boost productivity with AI by understanding how Microsoft Copilot works and how to craft effective prompts across Microsoft applications such as Word and Excel, plus Microsoft 365 Copilot Chat. The AI Skills for Nonprofits collection is designed as a comprehensive skilling path to enhance the digital capabilities of nonprofit organizations. This learning path is recommended for all nonprofit professionals.

Last verified 07/09/2026

Google Cloud

Introduction to Controlled Generation with the Gemini API

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use the controlled generation capability in the Vertex AI Gemini API.

Last verified 25/09/2026

Google Cloud

Introduction to Data Analytics in Google Cloud

Welcome learner! This is the first of five courses of the Google Cloud Data Analytics Certificate. Jump into the world of data analytics and cloud computing. Explore the data lifecycle in the cloud and gain a better understanding of the common tools used by data analysts.

Last verified 25/09/2026

Microsoft Learn

Introduction to end-to-end analytics using Microsoft Fabric

Discover how Microsoft Fabric can meet your enterprise's analytics needs in one platform. Discover the capabilities Fabric has to offer, understand how it works, and identify how you can use Fabric for your analytics needs.

Last verified 07/09/2026

Edureka

Introduction to Google Analytics (GA4)

This course transforms how you approach web analytics by introducing you to the core principles and tools used to capture, measure, and interpret digital data. You’ll learn how to leverage Google Analytics 4 (GA4) and other industry-standard tools to gather insights that drive smarter business decis

Last verified 28/09/2026

Google Cloud

Introduction to Google Security Operations (SIEM)

This course provides a comprehensive, end-to-end exploration of Google SecOps SIEM, guiding learners from foundational concepts to advanced investigation and detection engineering. Participants will gain hands-on experience with data ingestion, normalization, RBAC configuration, searching, and dashb

Last verified 25/09/2026

Microsoft Learn

Introduction to Microsoft Azure Data analytics in Azure

Introduction to Microsoft Azure Data analytics in Azure

Last verified 07/09/2026

Microsoft Learn

Introduction to Microsoft Azure Data core data concepts

Data is the foundation on which all software is built. Learn about common data formats, workloads, roles, and services, which are vital to data professionals.

Last verified 07/09/2026

Microsoft Learn

Introduction to Microsoft Azure Data non-relational data in Azure

Introduction to Microsoft Azure Data non-relational data in Azure

Last verified 07/09/2026

Microsoft Learn

Introduction to Microsoft Azure Data relational data in Azure

Introduction to Microsoft Azure Data relational data in Azure

Last verified 07/09/2026

Google Cloud

Introduction to Migration Center Servers Assessments

This is a self-paced lab that takes place in the Google Cloud console. Learn how to assess a customer's existing environment, and import data collected from Azure/AWS infrastructure. Generate inventory, performance, network dependencies and financial reports such as TCO (total cost analysis) and DPR

Last verified 25/09/2026

Claude Academy

Introduction to Model Context Protocol

Build MCP servers and clients with the Python SDK using tools, resources and prompts.

Last verified 26/09/2026

University of Pennsylvania

Introduction to Programming with Python and Java

This Specialization starts out by teaching basic concepts in Python and ramps up to more complex subjects such as object-oriented programming and data structures in Java. By the time learners complete this series of four courses, they will be able to write fully-functional programs in both Python an

Last verified 26/09/2026

Universitat Politècnica de València

Introduction to SQL and relational databases

In the modern business landscape, information represents the most valuable resource for organizations, with the majority of this critical data housed within digital relational database systems. The overwhelming majority of database management platforms currently deployed across industries rely on S

Last verified 14/09/2026

Tableau Learning Partner

Introduction to Tableau

The Introduction to Tableau course will give you an understanding of the value of data visualizations. You will learn how to preprocess data and how to combine data from multiple tables found within the same data source as well as other data sources in Tableau Public. You will have developed the ski

Last verified 28/09/2026

Google Cloud

Introduction to the Gemini App

This training aims to empower Google Workspace users to seamlessly integrate the Gemini app, securely accessing their data to unlock new levels of productivity. Learners will learn how to leverage Gemini's capabilities to enhance creativity and accelerate problem-solving for complex business challen

Last verified 25/09/2026

Microsoft Learn

Introduction to tools for declarative agents in Copilot Studio

Explore how you can create and configure tools in Copilot Studio to connect your declarative agent to external data sources and customize generative responses.

Last verified 22/09/2026

freeCodeCamp

JavaScript Algorithms and Data Structures

Learn to program with JavaScript.

EDUCBA

Lean Six Sigma Green Belt Professional Training

The Lean Six Sigma Green Belt Specialization empowers professionals to identify inefficiencies, analyze data, and implement continuous improvement strategies using DMAIC methodology. Learners gain hands-on experience with tools like SIPOC, Pareto charts, process mapping, hypothesis testing, and cont

Last verified 26/09/2026

Google Cloud

Looker Studio Essentials

This course provides an introduction to Data Studio’s powerful features for data visualization and reporting. Learn to transform raw data into insightful reports by mastering various visualization options, connecting to diverse data sources, and implementing interactive controls such as filters. Ex

Last verified 25/09/2026

Google Cloud

Machine Learning with Spark on Google Cloud Dataproc

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to implement logistic regression using a machine learning library for Apache Spark running on a Google Cloud Dataproc cluster to develop a model for data from a multivariable dataset.

Last verified 25/09/2026

Google

Make Data-Driven Decisions

In this course, you'll learn to contextualize qualitative and quantitative data to improve business decisions. You'll explore data collection tools, compare data-driven and data-inspired approaches, and understand why analysis can sometimes fail. You'll examine performance metrics and use data visua

Last verified 25/09/2026

Microsoft Learn

Manage a Microsoft Fabric environment

Learn how to manage a Microsoft Fabric environment through CI/CD, monitoring, security, and administration.

Last verified 28/09/2026

Microsoft Learn

Manage accounts payable

This learning path for Dynamics 365 Finance teaches you to configure Accounts payable, handle vendor invoices, streamline payments, use OCR for data extraction, and manage employee expenses in Project Operations.

Last verified 28/09/2026

Microsoft Learn

Manage and secure Power BI

Ensure content is accessible and distributed effectively in Power BI to foster collaboration and informed decision-making. Protect sensitive information with robust security, building trust across your organization.

Last verified 07/09/2026

Coursera

Manage Schema Evolution in Real‑Time Data

Ship data and schema changes without outages. This hands-on course teaches you how to treat schemas as contracts, evolve them safely, and keep producers, consumers, and warehouses green end-to-end. You’ll design compatibility policies in a Schema Registry (backward/forward/full, transitive), automat

Last verified 14/09/2026

Microsoft Learn

Manage the Microsoft Power Platform environment

This learning path covers the Microsoft Power Platform environment, equipping users with Dataverse—a scalable, secure data platform that supports relational data, business logic, and lifecycle management. It enables easy creation and modification of tables, relationships, and data flows. Additionally, it provides robust governance through role-based security, environment segmentation, admin centers, and compliance features, all supporting secure data handling and streamlined application lifecycle management (ALM). PL-900

Last verified 07/09/2026

Chris Croft Training

Management Complete Guide - Succeed in Leadership Roles

Investing time in your management skills will pay dividends for you and your team (and your boss!), yet most people never study management in any scientific way. Excellent management is actually easy to learn, but trying to pick it up by copying good or bad leaders is surprisingly difficult. Improvi

Last verified 14/09/2026

Microsoft Learn

Manipulate data by using code in Dynamics 365 Business Central

Do you want to know how to retrieve data from the database and manipulate that data or add new data? In this module, you learn about the different AL data manipulation statements.

Last verified 17/09/2026

University of California, Davis

Market Research

"Finding the Story in the Data” is the most important emerging capability for market researchers according to GRIT (Greenbook Research Industry Trends) Report 2016. This specialization, designed for learners with no previous Marketing Research experience teaches a comprehensive marketing research ap

Last verified 28/09/2026

Simplilearn

Mastering Agentic AI Frameworks Certification

This specialization offers a hands-on introduction to building Agentic AI systems using LangGraph, AutoGen, CrewAI, and Model Context Protocol (MCP). Learn to create autonomous AI agents, orchestrate multi-agent workflows, integrate AI with enterprise tools and services, and develop scalable AI appl

Last verified 27/09/2026

Edureka

Mastering Generative AI for Customer Service Excellence

Mastering Generative AI for Customer Service Excellence is an industry-aligned specialization that helps professionals design, implement, and manage AI-powered customer service systems that are intelligent, efficient, and deeply empathetic. Across three progressive and hands-on courses, learners wi

Last verified 27/09/2026

University of Pittsburgh

Mathematical Foundations for Data Science and Analytics

Elevate your data science skills with our "Mathematical Foundations for Data Science and Analytics" specialization. This comprehensive program includes three courses: Linear Algebra and Regression for Data Science, Statistics and Calculus Methods for Data Analysis, and Probability Theory and Regress

Last verified 27/09/2026

Meta

Meta Marketing Analytics

This eight-course program is designed for anyone looking to gain in-demand technical skills to kickstart a career as a marketing analyst or better analyze their business. No experience necessary. Developed by marketing analytics experts at Aptly and Meta, and designed to prepare you for jobs that i

Last verified 28/09/2026

Microsoft

Microsoft Azure AI in Healthcare

This certification helps you to learn how to design, deploy, and maintain AI-powered solutions that enhance clinical workflows, strengthen patient safety, and support better decision-making. You’ll build practical skills in healthcare-focused AI implementation, including natural language processing

Last verified 27/09/2026

Edureka

Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

Microsoft Fabric represents a paradigm shift in enterprise analytics, unifying data engineering, data warehousing, and business intelligence into a single, cohesive SaaS ecosystem. This course is your definitive guide to mastering that ecosystem, moving beyond theoretical concepts to the practical i

Last verified 14/09/2026

Microsoft

Microsoft Python Development

Launch your Python Developer career with no prior experience needed! This program is perfect for career changers and those looking to break into the tech industry. Learn Python, a top programming language used in web development, data science, and automation, opening doors to exciting opportunities

Last verified 28/09/2026

Google Cloud

Migrating an application and data from Apache Cassandra™ to DataStax Enterprise

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to migrate an application running on Apache Cassandra™ to DataStax Enterprise (DSE). To do this, you will deploy a Cassandra™ database and an application that writes data into it. You will then dep

Last verified 25/09/2026

Google Cloud

Migrating On-premises MySQL Using a Continuous Database Migration Service Job

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you migrate an on-premises MySQL database (running on a virtual machine) to Cloud SQL for MySQL using a continuous Database Migration Service job and VPC peering for connectivity. After you create and run the migrat

Last verified 25/09/2026

Google Cloud

Migrating to AlloyDB from PostgreSQL Using Database Migration Service

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you migrate a stand-alone PostgreSQL database (running on a virtual machine) to AlloyDB for PostgreSQL using a continuous Database Migration Service job with VPC peering for connectivity.

Last verified 25/09/2026

Google Cloud

Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you migrate MySQL data from an Amazon RDS instance for MySQL to Cloud SQL for MySQL using a one-time Database Migration Service job and an IP allowlist for connectivity. After you create and run the migration job, y

Last verified 25/09/2026

Microsoft Learn

Model data with Power BI

Data modeling configures and shapes your prepared data to design a semantic model with the necessary relationships and calculations using Data Analysis Expressions (DAX). This process ensures accurate analysis and sets you up to create clear, impactful Power BI reports.

Last verified 07/09/2026

Universidades Anáhuac

Modelos predictivos con Machine Learning

Este curso tiene como objetivo proporcionar a los estudiantes una comprensión integral de los modelos predictivos utilizando técnicas de Machine Learning. Los participantes aprenderán a implementar, evaluar y mejorar modelos predictivos aplicables a diversas problemáticas reales, utilizando herramie

Last verified 14/09/2026

Northwestern University

Modern Robotics, Course 1: Foundations of Robot Motion

Do you want to know how robots work? Are you interested in robotics as a career? Are you willing to invest the effort to learn fundamental mathematical modeling techniques that are used in all subfields of robotics? If so, then the "Modern Robotics: Mechanics, Planning, and Control" specializati

Last verified 14/09/2026

Google Cloud

Modernizing Applications with Apigee X

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you deploy a backend service on Cloud Run. The backend service implements a REST API for a bank, storing customers, accounts, ATMs, and transactions in a Firestore database. You create a shared flow that retrieves a

Last verified 25/09/2026

Google Cloud

Monitoring and Managing Bigtable Health and Performance

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you monitor disk and CPU usage in a Bigtable instance, update an existing cluster to apply node autoscaling, implement replication in an instance, and back up and restore data in Bigtable.

Last verified 25/09/2026

Google Cloud

Monitoring GKE with Datadog

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to Monitor GKE with Datadog.

Last verified 25/09/2026

Microsoft Learn

MS-102 Explore data governance in Microsoft 365

Explore Microsoft 365 data governance, lifecycle management, archiving, and compliance features.

Last verified 17/09/2026

Edureka

Multi-Agent Systems with LangGraph

This program introduces Building Stateful & Multi-Agent Systems with LangGraph for developers and AI engineers who want to move beyond single-prompt agents and build reliable, production-ready workflows. You’ll begin by learning how LangGraph executes agent workflows and why state management is crit

Last verified 14/09/2026

Google Cloud

Multimodal Use Cases with Gemini 1.5

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to use Gemini 1.5 Pro and Gemini 1.5 Flash LLMs for multimodal use cases.

Last verified 25/09/2026

freeCodeCamp.org

n8n Tutorial – Zero to Hero Course

A free YouTube learning video from freeCodeCamp.org covering Slack, Process Automation, Amazon Web Services, Google Cloud, Data Engineering.

Last verified 16/09/2026

Coursera

Nursing Fundamentals: Skills for Patient Care Excellence

In today’s complex healthcare environment, nurses are expected not just to provide care, but to lead patient-centered, safe, and evidence-based practices. This course, Nursing Fundamentals: Skills for Patient Care Excellence, is designed to equip You with the essential skills and knowledge needed to

Last verified 28/09/2026

Lecturio

Nursing Leadership

Are you ready to take the next step in your nursing career? The Nursing Leadership Specialization empowers practicing nurses to lead with confidence, foster effective teamwork, and drive excellence in patient care. In today’s fast-paced healthcare environment, strong leadership and communication ski

Last verified 28/09/2026

Google Cloud

Offloading Financial Mainframe Data into BigQuery and Elastic Search

This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you will import synthetic data* representing financial records offloaded from a bank’s mainframe.

Last verified 25/09/2026

Google Cloud

Online Data Migration to BigQuery using Striim

This is a self-paced lab that takes place in the Google Cloud console. Continuous Data Replication from Cloud SQL for MySQL to BigQuery using Striim

Last verified 25/09/2026

Google Cloud

Optical Character Recognition (OCR) with Document AI (Python)

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to perform Optical Character Recognition using the Document AI API with Python.

Last verified 25/09/2026

Coursera

Optimize and Track SEO

Is your website a ghost town? It's time to stop guessing and start optimizing. Optimize and Track SEO is a 130-minute course for marketers and content managers who need to improve their site's relevance and strategically respond to performance data. Drawing on industry-standard frameworks from Moz,

Last verified 28/09/2026

Microsoft Learn

Orchestrate processes and data movement with Microsoft Fabric

Use Data Factory pipelines in Microsoft Fabric

Last verified 26/09/2026

Coursera

People Analytics with AI: Data-Driven HR Strategies

Organizations increasingly rely on data to guide workforce decisions. This advanced professional certificate equips you to apply people analytics and AI techniques to real HR and business challenges. You'll learn to define workforce metrics, apply statistical methods, visualize trends, and translate

Last verified 26/09/2026

Microsoft Learn

Perform basic operations on numbers in C#

Learn the operators and techniques used to perform basic math operations on numeric data.

Last verified 28/09/2026

Google Cloud

Performance and Cost Optimization with BigQuery

This is a self-paced lab that takes place in the Google Cloud console. Learn how to improve your database from a performance and cost perspective

Last verified 25/09/2026

Google Cloud

Pivot Tables in Google Sheets

This is a self-paced lab that takes place in the Google Cloud console. Create pivot tables to quickly summarize large amounts of data and reference data using named ranges. Use functions and formulas to calculate descriptive statistics.

Last verified 25/09/2026

Data Analyst

$75k – $110k

Bookkeeper

$60k – $85k

Project Coordinator

$70k – $90k

Digital Marketing Assistant

$60k – $80k

Administration Assistant

$60k – $75k

Data Scientist

Not published

Data Engineer

Not published

Logistics Coordinator

$70k – $90k

Accounts Payable Officer

$60k – $75k

Data Entry Operator

$50k – $62k

Digital Marketing Specialist

$70k – $100k

Payroll Officer

$70k – $90k

Social Media Coordinator

$60k – $80k

Business Analyst

$95k – $135k

Administrative Assistant

$55k – $72k

UX Designer

$95k – $140k

Software Developer

$95k – $150k

Accountant

$75k – $110k