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.
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
EDUCBA
SPSS: Apply & Interpret Logistic Regression Models
Coursera
Voice AI: Introduction to Building Voice Applications
Universidades Anáhuac
Modelos predictivos con Machine Learning
EDUCBA
Predictive Analytics with SPSS: Analyze & Apply
University of Michigan
Rethink How You Decide with AI
Microsoft
Data Storage and Management for Big Data
Coursera
Analyze Box Office Data with Seaborn and Python
Coursera
Analyze Multimodal AI for Business Insights
University of California San Diego
Code Free Data Science
University of Pennsylvania
Accounting Analytics
Microsoft Learn
Introduction to end-to-end analytics using Microsoft Fabric
Google Cloud
Migrating to AlloyDB from PostgreSQL Using Database Migration Service
Microsoft Learn
Explore analytics data stores in Microsoft Fabric
Google Cloud
Using Custom Fields in Looker Explores
Google Cloud
Exploring Your Ecommerce Dataset with SQL in Google BigQuery
Coursera
Advanced Quantitative Statistics with Excel
Always Remember the Stakeholder
Macquarie University
Statistics and Data Analysis with Excel: Intermediate
Microsoft Learn
Introduction to Microsoft Azure Data relational data in Azure
Microsoft Learn
Prepare and visualize data with Microsoft Power BI
Microsoft Learn
Introduction to Microsoft Azure Data analytics in Azure
Google Cloud
BigQuery Soccer Data Analysis
Microsoft Learn
Get started with Fabric IQ
Google Cloud
Discover and Catalog Vertex AI Assets with Dataplex
University of California, Davis
Social Network Analysis
Edureka
Microsoft Fabric Analytics Engineer: DP-600 Exam Prep
CertNexus
Extract, Transform, and Load Data
University of Toronto
Bioinformatic Methods I
Coursera
Getting Started with Microsoft Excel
Microsoft
Preparing Data for Analysis with Microsoft Excel
Coursera
Clean & Maintain Lists
EDUCBA
Financial Modeling with Spreadsheet Automation
Madecraft
Advanced Pandas
Google Cloud
Assessing Data Quality with Dataplex
Google Cloud
Use Data Canvas to Visualize and Design Queries
Google Cloud
Explore Data with Gemini in BigQuery
Google Cloud
How to Build a BI Dashboard Using Google Looker Studio and BigQuery
Google Cloud
Troubleshooting and Solving Data Join Pitfalls
University of Pittsburgh
Mathematical Foundations for Data Science and Analytics
Google Cloud
Designing and Querying Bigtable Schemas
Google Cloud
Introduction to Controlled Generation with the Gemini API
University of Colorado System
Clinical Data Science
IBM
Data Analysis and Visualization Foundations
Coursera
Qlik Sense for Business Intelligence
Google Data-Driven Decision Making
Google Cloud
Creating Tile-based Dashboard Alerts in Looker
Google Cloud
Google Cloud Pub/Sub: Qwik Start - Command Line
IBM
AI Foundations for Everyone
Hello, Python!
Functions and Conditional Statements
Rice University
Введение в анализ данных с помощью Excel
University of Colorado Boulder
Data Mining Foundations and Practice
Google Cloud
Developing Data Models with LookML
Logical Operations
Using Data Science Tools in Python
Packt
Statistics & Mathematics for Data Science & Data Analytics
Google Cloud
Multimodal Use Cases with Gemini 1.5
Google Cloud
Using Cloud Trace on Kubernetes Engine
Google Cloud
BigQuery Machine Learning using Soccer Data
Coursera
Creating Engaging Content for YouTube
Microsoft
Advanced DAX and Performance Optimization
Coursera
Manage Schema Evolution in Real‑Time Data
Universitat Politècnica de València
Introduction to SQL and relational databases
EDUCBA
SIEM Splunk Hands-On Guide
The Importance of Integrity
Google Cloud
Build and Execute MySQL, PostgreSQL, and SQLServer to Data Catalog Connectors
Google Cloud
Administering an AlloyDB Database
SAS
SAS Visual Business Analytics
Explore Raw Data
Google Cloud
Using BigQuery in the Google Cloud Console
Google Cloud
Monitoring and Managing Bigtable Health and Performance
Google Cloud
Big Data Analysis to a Slide Presentation
Google Cloud
Cloud Filestore: Qwik Start
EDUCBA
Hadoop & Big Data Foundations Mastery Course
Edureka
Data Storytelling with Power BI
University of Colorado System
Data Science for Marketing
Coursera
People Analytics with AI: Data-Driven HR Strategies
Google Cloud
SingleStore on Google Cloud
Packt
Data Structures and Algorithms: The Complete Masterclass
Develop Presentations and Slideshows
Coursera
Optimize and Track SEO
Meta
Meta Marketing Analytics
Coursera
AI-Powered Business Analysis: Excel, KPIs & GenAI
Coursera
Simulation of Call Centre Operations Using R Simmer
Board Infinity
Brand Management with AI: Strategy to Execution
Illinois Tech
Building and Working with Relational Databases
Google Cloud
Tracking Cryptocurrency Exchange Trades with Google Cloud Platform in Real-Time
Coursera
Apply Data Cleaning Basics
Tableau Learning Partner
Introduction to Tableau
Edureka
Data Analysis and Dashboard Design with Tableau
Logical Operations
R Programming for Data Science
Google Cloud
Tagging Dataplex Assets
The Path to Insights: Data Models and Pipelines
Google Cloud
Creating a Data Transformation Pipeline with Cloud Dataprep
Google Cloud
Accelerate Migration from Control-M to Apache Airflow with DAGify
Edureka
Data Integration and ETL with Talend
Packt
Process Mining for Data-Driven Process Improvement
Google Cloud
Sending and Scheduling Dashboards in Looker
Google Cloud
Create and Test a Document AI Processor
Coursera
Connect Google Ads & Analytics Data
IBM
IBM Data Analyst
Google Cloud
Offloading Financial Mainframe Data into BigQuery and Elastic Search
Coursera
Aerospace 3D Printing: Additive Manufacturing
Microsoft
Strategic Workforce Planning
American Psychological Association
Data Exploration in Psychology
Google Cloud
Migrating an application and data from Apache Cassandra™ to DataStax Enterprise
Microsoft
Microsoft Azure AI in Healthcare
Packt
Big Data Foundations with Hadoop and Spark
Università di Napoli Federico II
Data Science con Python e R
Madecraft
Business and Productivity Tools
Google Cloud
Collect Metrics from Exporters using the Managed Service for Prometheus
Regression Analysis: Simplify Complex Data Relationships
Google Cloud
Setting Up Cost Control with Quota
Johns Hopkins University
Genomic Data Science
Google Cloud
Using Prometheus for Monitoring on Google Cloud: Qwik Start
Data Responsibility
University of California San Diego
Data Structures and Algorithms
Microsoft Learn
Get started with lakehouses in Microsoft Fabric
Coursera
Foundations of Business Strategy and Research
Google Cloud
Build Streaming Data Pipelines on Google Cloud
Google Cloud
Enabling Sensitive Data Protection Discovery for BigQuery
Google Cloud
Deploying an Open Source Cassandra™ Database using the GCP Marketplace
Google Data Analytics Capstone: Complete a Case Study
University of Illinois Urbana-Champaign
Business Analytics
Simplilearn
Mastering Agentic AI Frameworks Certification
Google Cloud
Develop Code with Gemini in BigQuery
Introducing Data Analytics and Analytical Thinking
Microsoft Learn
Understand Microsoft Fabric IQ fundamentals
Google Cloud
Analyze BigQuery Usage with Log Analytics
Prepare Data for Exploration
EDUCBA
Apply Advanced SPSS Data Analytics & Modeling
Make Data-Driven Decisions
Go further
Microsoft Learn
Create an ontology with Fabric IQ
Microsoft Learn
Prepare data for analysis with Power BI
Microsoft Learn
Design and transform analytics data in Microsoft Fabric
Microsoft Learn
Get started with Microsoft data analytics
Microsoft Learn
Ingest data with Microsoft Fabric
Microsoft Learn
Manage and secure Power BI
Microsoft Learn
Use DAX in semantic models
Microsoft Learn
Model data with Power BI
Microsoft Learn
Manage a Microsoft Fabric environment
Microsoft Learn
Govern analytics data in Microsoft Fabric
Microsoft Learn
Work with queries in Dynamics 365 Business Central
Simplilearn
Business Analyst Full Course | Business Analyst Tutorial | Business Analyst Training | Simplilearn
Careers that use Data Analysis
Jobs asking for Data Analysis
- Senior Risk & Trading Analyst, SportsbookMagic Eden · AustraliaSalary not published
- Staff Data ScientistTilt · AustraliaSalary not published
- Senior Data Scientist - Product, Features & GrowthCanva · Sydney, NSWSalary not published
- Presentation DesignerMindrift · AustraliaSalary not published
- Lead Product DesignerMagic Eden · AustraliaSalary not published
- AI Chatbot Product ManagerBinance · Salary not published