Skill pathway

Data Analysis

Data

Data Analysis is one of the skills Australian employers list in job ads we track. Below is the free training that builds it and the work it leads to.

144 courses
5 careers
6 jobs

Why employers ask for Data Analysis

Data Analysis shows up in the skill requirements for 5 of the Australian careers we track, including Digital Marketing Assistant, Data Analyst, Business Analyst. 6 of the job listings currently on SkillHarbour name it as a requirement.

Where to learn Data Analysis

Start here (beginner)

University of Maryland, College Park

Dealing With Missing Data

Free
Beginner
2 hours

EDUCBA

SPSS: Apply & Interpret Logistic Regression Models

Free
Beginner
Self paced

Coursera

Voice AI: Introduction to Building Voice Applications

Free
Beginner
30 min

Universidades Anáhuac

Modelos predictivos con Machine Learning

Free
Beginner
Self paced

EDUCBA

Predictive Analytics with SPSS: Analyze & Apply

Free
Beginner
Self paced

University of Michigan

Rethink How You Decide with AI

Free
Beginner
3 hours

Microsoft

Data Storage and Management for Big Data

Free
Beginner
5 hours

Coursera

Analyze Box Office Data with Seaborn and Python

Free
Beginner
2 hours

Coursera

Analyze Multimodal AI for Business Insights

Free
Beginner
2 hours

University of California San Diego

Code Free Data Science

Free
Beginner
Self paced

University of Pennsylvania

Accounting Analytics

Free
Beginner
5 hours

Microsoft Learn

Introduction to end-to-end analytics using Microsoft Fabric

Free
Beginner
22 min

Google Cloud

Migrating to AlloyDB from PostgreSQL Using Database Migration Service

Free
Beginner
2 hours

Microsoft Learn

Explore analytics data stores in Microsoft Fabric

Free
Beginner
5 hours

Google Cloud

Using Custom Fields in Looker Explores

Free
Beginner
45 min

Google Cloud

Exploring Your Ecommerce Dataset with SQL in Google BigQuery

Free
Beginner
30 min

Coursera

Advanced Quantitative Statistics with Excel

Free
Beginner
1 hour

Google

Always Remember the Stakeholder

Free
Beginner
Self paced

Macquarie University

Statistics and Data Analysis with Excel: Intermediate

Free
Beginner
Self paced

Microsoft Learn

Introduction to Microsoft Azure Data relational data in Azure

Free
Beginner
1 hour

Microsoft Learn

Prepare and visualize data with Microsoft Power BI

Free
Beginner
8 hours

Microsoft Learn

Introduction to Microsoft Azure Data analytics in Azure

Free
Beginner
2 hours

Google Cloud

BigQuery Soccer Data Analysis

Free
Beginner
45 min

Microsoft Learn

Get started with Fabric IQ

Completely free
Beginner
5 hours

Google Cloud

Discover and Catalog Vertex AI Assets with Dataplex

Free
Beginner
2 hours

University of California, Davis

Social Network Analysis

Free
Beginner
5 hours

Edureka

Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

Free
Beginner
4 hours

CertNexus

Extract, Transform, and Load Data

Free
Beginner
3 hours

University of Toronto

Bioinformatic Methods I

Free
Beginner
18 hours

Coursera

Getting Started with Microsoft Excel

Free
Beginner
2 hours

Microsoft

Preparing Data for Analysis with Microsoft Excel

Free
Beginner
5 hours

Coursera

Clean & Maintain Lists

Free
Beginner
2 hours

EDUCBA

Financial Modeling with Spreadsheet Automation

Free
Beginner
Self paced

Madecraft

Advanced Pandas

Free
Beginner
Self paced

Google Cloud

Assessing Data Quality with Dataplex

Free
Beginner
2 hours

Google Cloud

Use Data Canvas to Visualize and Design Queries

Free
Beginner
2 hours

Google Cloud

Explore Data with Gemini in BigQuery

Free
Beginner
2 hours

Google Cloud

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

Free
Beginner
1 hour

Google Cloud

Troubleshooting and Solving Data Join Pitfalls

Free
Beginner
1 hour

University of Pittsburgh

Mathematical Foundations for Data Science and Analytics

Free
Beginner
Self paced

Google Cloud

Designing and Querying Bigtable Schemas

Free
Beginner
2 hours

Google Cloud

Introduction to Controlled Generation with the Gemini API

Free
Beginner
2 hours

University of Colorado System

Clinical Data Science

Free
Beginner
Self paced

IBM

Data Analysis and Visualization Foundations

Free
Beginner
Self paced

Coursera

Qlik Sense for Business Intelligence

Free
Beginner
Self paced

Google

Google Data-Driven Decision Making

Free
Beginner
Self paced

Google Cloud

Creating Tile-based Dashboard Alerts in Looker

Free
Beginner
45 min

Google Cloud

Google Cloud Pub/Sub: Qwik Start - Command Line

Free
Beginner
30 min

IBM

AI Foundations for Everyone

Free
Beginner
Self paced

Google

Hello, Python!

Free
Beginner
Self paced

Google

Functions and Conditional Statements

Free
Beginner
Self paced

Rice University

Введение в анализ данных с помощью Excel

Free
Beginner
Self paced

University of Colorado Boulder

Data Mining Foundations and Practice

Free
Beginner
Self paced

Google Cloud

Developing Data Models with LookML

Free
Beginner
Self paced

Logical Operations

Using Data Science Tools in Python

Free
Beginner
Self paced

Packt

Statistics & Mathematics for Data Science & Data Analytics

Free
Beginner
Self paced

Google Cloud

Multimodal Use Cases with Gemini 1.5

Free
Beginner
2 hours

Google Cloud

Using Cloud Trace on Kubernetes Engine

Free
Beginner
1 hour

Google Cloud

BigQuery Machine Learning using Soccer Data

Free
Beginner
45 min

Coursera

Creating Engaging Content for YouTube

Free
Beginner
4 hours

Microsoft

Advanced DAX and Performance Optimization

Free
Beginner
Self paced

Coursera

Manage Schema Evolution in Real‑Time Data

Free
Beginner
1 hour

Universitat Politècnica de València

Introduction to SQL and relational databases

Free
Beginner
4 hours

EDUCBA

SIEM Splunk Hands-On Guide

Free
Beginner
Self paced

Google

The Importance of Integrity

Free
Beginner
Self paced

Google Cloud

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

Free
Beginner
1 hour

Google Cloud

Administering an AlloyDB Database

Free
Beginner
2 hours

SAS

SAS Visual Business Analytics

Free
Beginner
Self paced

Google

Explore Raw Data

Free
Beginner
Self paced

Google Cloud

Using BigQuery in the Google Cloud Console

Free
Beginner
40 min

Google Cloud

Monitoring and Managing Bigtable Health and Performance

Free
Beginner
1 hour

Google Cloud

Big Data Analysis to a Slide Presentation

Free
Beginner
1 hour

Google Cloud

Cloud Filestore: Qwik Start

Free
Beginner
45 min

EDUCBA

Hadoop & Big Data Foundations Mastery Course

Free
Beginner
Self paced

Edureka

Data Storytelling with Power BI

Free
Beginner
4 hours

University of Colorado System

Data Science for Marketing

Free
Beginner
Self paced

Coursera

People Analytics with AI: Data-Driven HR Strategies

Free
Beginner
Self paced

Google Cloud

SingleStore on Google Cloud

Free
Beginner
2 hours

Packt

Data Structures and Algorithms: The Complete Masterclass

Free
Beginner
Self paced

Google

Develop Presentations and Slideshows

Free
Beginner
Self paced

Coursera

Optimize and Track SEO

Free
Beginner
2 hours

Meta

Meta Marketing Analytics

Free
Beginner
Self paced

Coursera

AI-Powered Business Analysis: Excel, KPIs & GenAI

Free
Beginner
Self paced

Coursera

Simulation of Call Centre Operations Using R Simmer

Free
Beginner
2 hours

Board Infinity

Brand Management with AI: Strategy to Execution

Free
Beginner
Self paced

Illinois Tech

Building and Working with Relational Databases

Free
Beginner
Self paced

Google Cloud

Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time

Free
Beginner
1 hour

Coursera

Apply Data Cleaning Basics

Free
Beginner
Self paced

Tableau Learning Partner

Introduction to Tableau

Free
Beginner
5 hours

Edureka

Data Analysis and Dashboard Design with Tableau

Free
Beginner
4 hours

Logical Operations

R Programming for Data Science

Free
Beginner
Self paced

Google Cloud

Tagging Dataplex Assets

Free
Beginner
45 min

Google

The Path to Insights: Data Models and Pipelines

Free
Beginner
Self paced

Google Cloud

Creating a Data Transformation Pipeline with Cloud Dataprep

Free
Beginner
1 hour

Google Cloud

Accelerate Migration from Control-M to Apache Airflow with DAGify

Free
Beginner
1 hour

Edureka

Data Integration and ETL with Talend

Free
Beginner
3 hours

Packt

Process Mining for Data-Driven Process Improvement

Free
Beginner
Self paced

Google Cloud

Sending and Scheduling Dashboards in Looker

Free
Beginner
45 min

Google Cloud

Create and Test a Document AI Processor

Free
Beginner
1 hour

Coursera

Connect Google Ads & Analytics Data

Free
Beginner
1 hour

IBM

IBM Data Analyst

Free
Beginner
Self paced

Google Cloud

Offloading Financial Mainframe Data into BigQuery and Elastic Search

Free
Beginner
1 hour

Coursera

Aerospace 3D Printing: Additive Manufacturing

Free
Beginner
1 hour

Microsoft

Strategic Workforce Planning

Free
Beginner
Self paced

American Psychological Association

Data Exploration in Psychology

Free
Beginner
Self paced

Google Cloud

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

Free
Beginner
1 hour

Microsoft

Microsoft Azure AI in Healthcare

Free
Beginner
Self paced

Packt

Big Data Foundations with Hadoop and Spark

Free
Beginner
Self paced

Università di Napoli Federico II

Data Science con Python e R

Free
Beginner
Self paced

Madecraft

Business and Productivity Tools

Free
Beginner
Self paced

Google Cloud

Collect Metrics from Exporters using the Managed Service for Prometheus

Free
Beginner
2 hours

Google

Regression Analysis: Simplify Complex Data Relationships

Free
Beginner
Self paced

Google Cloud

Setting Up Cost Control with Quota

Free
Beginner
1 hour

Johns Hopkins University

Genomic Data Science

Free
Beginner
Self paced

Google Cloud

Using Prometheus for Monitoring on Google Cloud: Qwik Start

Free
Beginner
1 hour

Google

Data Responsibility

Free
Beginner
Self paced

University of California San Diego

Data Structures and Algorithms

Free
Beginner
Self paced

Microsoft Learn

Get started with lakehouses in Microsoft Fabric

Completely free
Beginner
58 min

Coursera

Foundations of Business Strategy and Research

Free
Beginner
Self paced

Google Cloud

Build Streaming Data Pipelines on Google Cloud

Free
Beginner
Self paced

Google Cloud

Enabling Sensitive Data Protection Discovery for BigQuery

Free
Beginner
2 hours

Google Cloud

Deploying an Open Source Cassandra™ Database using the GCP Marketplace

Free
Beginner
30 min

Google

Google Data Analytics Capstone: Complete a Case Study

Free
Beginner
Self paced

University of Illinois Urbana-Champaign

Business Analytics

Free
Beginner
Self paced

Simplilearn

Mastering Agentic AI Frameworks Certification

Free
Beginner
Self paced

Google Cloud

Develop Code with Gemini in BigQuery

Free
Beginner
2 hours

Google

Introducing Data Analytics and Analytical Thinking

Free
Beginner
Self paced

Microsoft Learn

Understand Microsoft Fabric IQ fundamentals

Completely free
Beginner
40 min

Google Cloud

Analyze BigQuery Usage with Log Analytics

Free
Beginner
2 hours

Google

Prepare Data for Exploration

Free
Beginner
Self paced

EDUCBA

Apply Advanced SPSS Data Analytics & Modeling

Free
Beginner
Self paced

Google

Make Data-Driven Decisions

Free
Beginner
Self paced

Go further

Careers that use Data Analysis

Jobs asking for Data Analysis

Related skills