SQL

Microsoft Learn

Query and modify data with Transact-SQL

Microsoft Learn

Introduction to Microsoft Azure Data relational data in Azure

Microsoft Learn

Introduction to Microsoft Azure Data core data concepts

Universitat Politècnica de València

Introduction to SQL and relational databases

University of Colorado Boulder

Advanced Business Analytics

Microsoft Learn

Build finance and operations apps

Meta

Meta Data Analyst

Edureka

Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

Coursera

Manage Schema Evolution in Real‑Time Data

IBM

IBM Relational Database Administrator with GenAI

Google Cloud

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

John Wiley & Sons

SQL All-in-One For Dummies

Coursera

Data Pipeline Engineering & Analytics

Board Infinity

GraphQL Mastery: From Fundamentals to Production

LearnKartS

Google Professional Cloud Architect Prep

Packt

Oracle Database Administration from Zero to Hero

Coursera

Product Analytics Unlocked: Metrics to Meaningful Insight

Microsoft Learn

Explore data roles and services

Snowflake

Snowflake Data Engineering

Microsoft Learn

Understand data concepts

Microsoft Learn

Build great solutions with the Microsoft Azure Well-Architected Framework

Logical Operations

Microsoft Power BI: Data Analysis Professional

EDUCBA

Business Intelligence & Reporting Tools

IBM

IBM Data Science

Meta

Meta Marketing Analytics

Microsoft

Microsoft SQL Server

Scrimba

Fullstack Development

SkillUp

Introduction to Healthcare Data Analytics

Board Infinity

Analytics with Tableau, Power BI and SQL Dashboards

Microsoft Learn

AZ-104: Monitor and back up Azure resources

Microsoft Learn

Automate a business process using Power Automate

Simplilearn

Master Basics of Cybersecurity Fundamentals Training

Cloudera

Modern Big Data Analysis with SQL

EDUCBA

Design and Implement SQL Server Case Studies

Microsoft Learn

Implement a data warehouse with Microsoft Fabric

Microsoft

Microsoft Junior QA/Software Tester

IBM

IBM Data Warehouse Engineer

Meta

Meta Database Engineer

IBM

IBM Data Management

Coursera

Level Up: Advanced SQL for Data Engineering

University of Colorado Boulder

Databases for Data Scientists

University of Pennsylvania

How to Use Data

IBM

IBM Business Intelligence (BI) Analyst

Google Cloud

Natural Language Processing on Google Cloud

Coursera

Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI

IBM

BI Foundations with SQL, ETL and Data Warehousing

Microsoft Learn

Write Subqueries in T-SQL

Microsoft Learn

Introduction to developing with finance and operations apps

Microsoft Learn

Secure a Microsoft Fabric data warehouse

EDUCBA

Advanced SAS Programming, Macros & Reporting

Microsoft Learn

Migrate ASP.NET Apps to Azure

EDUCBA

Oracle SQL 21c: Database Design & Query Mastery

EDUCBA

Kali Linux: Ethical Hacking & Pentesting

Coursera

Data Analyst: SQL, Analysis, and Visualization

Whizlabs

Exam Prep: Google Cloud Professional Cloud Database Engineer

Coursera

AI Marketing Analytics

Coursera

Open source Data Engineering with Spark, dbt & Airflow

Microsoft Learn

Secure your cloud data

IBM

NoSQL, Big Data, and Spark Foundations

Packt

The Oracle Database Performance Tuning Course

LearnQuest

Data Analytics with Teradata

Coursera

SQL for Data Analysis and Business Insights

Board Infinity

End-to-End Web Development: UI, Databases, APIs

EDUCBA

Data Analysis and Reporting: Excel, QuickSight, and SSRS

Board Infinity

Mastering Teradata for Data Warehouse & Analytics

University of California, Davis

Learn SQL Basics for Data Science

Microsoft Learn

Get started with data analytics

Microsoft Learn

Explore relational database services in Azure

Microsoft Learn

Protect your virtual machines by using Azure Backup

IBM

Data Science Fundamentals with Python and SQL

Google Cloud

AI Agents with Vertex AI Reasoning Engine and Agent Builder

Microsoft Learn

Get started with SQL Database in Microsoft Fabric

Microsoft

Microsoft Fabric Analytics Engineer DP-600

LearnKartS

AWS Certified Data Engineer Associate Exam Prep

EDUCBA

Apply and Analyze Data Using SAS PROC SQL

LearnQuest

Oracle SQL Databases

Microsoft Learn

Get started with data concepts

Coursera

Data Quality Analyst: Validation, Debugging, and Monitoring

University of Colorado System

Data Warehousing for Business Intelligence

Packt

Ultimate Guide to FastAPI and Backend Development

Edureka

Data Engineering with Open Source Tools

Microsoft Learn

Modify data with T-SQL

EDUCBA

SQL Server Reporting Services (SSRS) Training

Microsoft Learn

Introduction to Transact-SQL

Microsoft Learn

Combine multiple tables with JOINs in T-SQL

Microsoft Learn

Sort and filter results in T-SQL

Microsoft Learn

Load data into a Microsoft Fabric data warehouse

IBM

IBM Data Engineering

Meta

Meta Back-End Developer

IBM

IBM Data Analyst

University of Michigan

Web Applications for Everybody

EDUCBA

Apply PostgreSQL for Data Analysis and Database Design

Meta

Meta Web Development Fundamentals

Microsoft

Microsoft Data Architecture for Modern Data Stacks

Coursera

Git, Docker & CI/CD: DevOps Foundations for Data Engineers

Microsoft Learn

Power Automate's deep integration across multiple data sources

Duke University

Python, Bash and SQL Essentials for Data Engineering

IBM

IBM Full Stack Software Developer

Coursera

Python, SQL, Tableau for Data Science

John Wiley & Sons

Learn Secure Coding with Bob and Alice

EDUCBA

C# Programming & Desktop Application Development

Microsoft

Microsoft Data Analysis with SQL, Excel & Power BI

John Wiley & Sons

Data Analytics & Visualization All-in-One For Dummies

Coursera

SQL at Scale: Querying, Transforming, and Governing

Microsoft Learn

Get started with FinOps

Coursera

Performance Engineering for Data Systems

Google Cloud

Preparing for Google Cloud Certification: Cloud Data Engr

IBM

IBM Data Analytics with Excel and R

Coursera

LLM Optimization & Evaluation

Microsoft Learn

Design a SQL Server migration strategy

Microsoft

Data Storage and Management for Big Data

Scrimba

Backend as a Service

Microsoft Learn

Introduction to Copilot in Microsoft Fabric

Coursera

Marketing Data & Reporting Essentials

LearnKartS

SQL From Beginner to Advanced

Infosec

Secure Coding in Laravel

IBM

IBM Back-End Development

IBM

Data Engineering Foundations

Pearson

SQL for Any IT Professional

Coursera

Star Schemas to Snowflake: Data Modeling for Analytics Teams

Google

Google Business Intelligence

Akamai Technologies, Inc.

Akamai Customer Consulting and Support

IBM

IBM JavaScript Backend Developer

EDUCBA

Apply SQL Server Database Management & Analytics

John Wiley & Sons

CompTIA DataSys+ Study Guide

University of Michigan

PostgreSQL for Everybody

Microsoft Learn

Protect compute, storage, and databases

Microsoft Learn

Secure, optimize, and deploy database solutions

Microsoft Learn

Plan and implement security for private access to Azure resources

Microsoft Learn

Design and develop database solutions

Microsoft Learn

Implement AI capabilities in database solutions

Microsoft Learn

Architect a data platform in Azure

Microsoft Learn

Plan and implement data platform resources

Microsoft Learn

Implement security for Azure SQL databases

Microsoft Learn

Ingest data with Microsoft Fabric

Microsoft Learn

Design and transform analytics data in Microsoft Fabric

Microsoft Learn

Implement a Lakehouse with Microsoft Fabric

Microsoft Learn

Design security solutions for applications and data

Microsoft Learn

Protect network infrastructure in Azure

Microsoft Learn

AZ-305: Design business continuity solutions

Microsoft Learn

AZ-400: Implement security and validate code bases for compliance

Microsoft Learn

Secure and govern analytics data in Microsoft Fabric

Microsoft Learn

Optimize query performance in Azure SQL

Microsoft Learn

Develop AI solutions with Azure Cosmos DB for NoSQL

Microsoft Learn

Mitigate threats using Microsoft Defender for Cloud

Microsoft Learn

AZ-305: Design data storage solutions

Microsoft Learn

Develop AI solutions with Azure Database for PostgreSQL

Microsoft Learn

Prepare and process data with Azure Databricks

Microsoft Learn

Set up and configure an Azure Databricks environment

Microsoft Learn

Monitor and optimize operational resources in Azure SQL

Microsoft Learn

Automate database tasks for Azure SQL

Microsoft Learn

Create and Manage Automated Processes by using Power Automate

Microsoft Learn

Work smarter with Copilot in Microsoft Fabric

Microsoft Learn

Implement a secure environment for a database service

Microsoft Learn

Write advanced Transact-SQL queries

Microsoft Learn

Plan and implement a high availability and disaster recovery environment

Microsoft Learn

Optimize query and operation performance in Azure Cosmos DB for NoSQL

Microsoft Learn

Develop data-driven applications by using Azure SQL Database

Microsoft Learn

Program with Transact-SQL

Microsoft Learn

Implement disaster recovery in Windows Server on-premises and hybrid environments

Microsoft Learn

Deploy and administer Linux virtual machines on Azure

Microsoft Learn

Implement operational databases in Microsoft Fabric

Microsoft Learn

Architect migration, business continuity, and disaster recovery in Azure

Microsoft Learn

Architect secure infrastructure in Azure

Microsoft Learn

Build AI Apps with Azure Database for PostgreSQL

Microsoft Learn

Execute queries and build a Generative AI application with Azure Cosmos DB

Microsoft Learn

Migrate SQL Server workloads to Azure SQL

Microsoft Learn

Migrate application workloads and data to Azure

Microsoft Learn

Design and implement intelligent search with SQL

Microsoft Learn

Transform data using T-SQL in Microsoft Fabric

Microsoft Learn

Implement finance and operations apps

Microsoft Learn

Explore the foundations of IaaS for SAP on Azure

Microsoft Learn

Design and develop Azure Cosmos DB database solutions

Microsoft Learn

Implement SQL solutions by using AI-assisted tools

Microsoft Learn

Implement programmability objects with SQL

Microsoft Learn

Design a data storage solution for relational data

Microsoft Learn

Microsoft Azure Well-Architected Framework - Reliability

Microsoft Learn

Data integration at scale with Azure Data Factory

Microsoft Learn

Use Apache Spark in Microsoft Fabric

Microsoft Learn

Describe high availability and disaster recovery strategies

Microsoft Learn

Write advanced T-SQL code

Microsoft Learn

Migrate SQL Server workloads to Azure SQL Database

Microsoft Learn

Migrate SQL Server workloads to Azure SQL Managed Instance

Microsoft Learn

Deploy PaaS solutions with Azure SQL

Microsoft Learn

Build and query with Azure Database for PostgreSQL

Microsoft Learn

Examine Defender for Cloud regulatory compliance standards

Microsoft Learn

Design and implement database objects with SQL

Microsoft Learn

Enable Defender for Cloud on your Azure subscription

Microsoft Learn

Accelerate Azure SQL tasks with Microsoft Copilot

Microsoft Learn

Configure platform-level security for Azure SQL

Microsoft Learn

Deploy IaaS solutions with Azure SQL

Microsoft Learn

Implement data security and compliance with SQL

Microsoft Learn

Ingest data into Unity Catalog

Microsoft Learn

Integrate SQL solutions with Azure services

Microsoft Learn

Explain cloud workload protections in Microsoft Defender for Cloud

Microsoft Learn

Implement Microsoft Defender for Databases

Microsoft Learn

Configure auditing for Azure SQL Database and SQL Managed Instance

Data Analyst

$75k – $110k · needed at level 4 of 5

Software Developer

$95k – $150k · needed at level 3 of 5

Data Engineer

$125k – $160k · needed at level 2 of 5

Data Scientist

$125k · needed at level 3 of 5

Database and Systems Administrators, and ICT Security Specialists

$128k · needed at level 2 of 5