Skill pathway
Data Management
Data Management 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 Management
We're still mapping the Australian careers that ask for Data Management.
Where to learn Data Management
Start here (beginner)
Google Data Analytics Capstone: Complete a Case Study
Microsoft
Microsoft Power BI Developer and Architect
EDUCBA
Evaluate and Optimize Enterprise Log Analytics
Pragmatic AI Labs
Rust From Zero
Saïd Business School, University of Oxford
AI in Financial Services: Foundations through future trends
Google Cloud
BigQuery: Qwik Start - Console
Microsoft Learn
Get started using Dataverse
Microsoft
Microsoft Generative AI for Data Analysis
Packt
Prompt Engineering Masterclass - From Beginner to Advanced
Microsoft Learn
Extend declarative agents for Microsoft 365 Copilot with API plugins using Visual Studio Code
Develop Presentations and Slideshows
Google Cloud
Connect and Configure Data for your AppSheet App
LearnQuest
Data Analytics with Teradata
Microsoft Learn
Load data into a Microsoft Fabric data warehouse
Microsoft
Microsoft SQL Server
John Wiley & Sons
Using Predictive Analytics to Improve Healthcare Outcomes
University of California, Irvine
Database Design and Operational Business Intelligence
Google Cloud
Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service
Google Cloud
Exploring Your Ecommerce Dataset with SQL in Google BigQuery
SkillUp
Tableau Data Analyst Certification Preparation
John Wiley & Sons
Data Analytics & Visualization All-in-One For Dummies
EDUCBA
Apply R for Business Analytics Projects
Google Cloud
Pivot Tables in Google Sheets
Google Cloud
Validate Data in Google Sheets
Microsoft Learn
Explore core data concepts
Microsoft Learn
Interact, share, and collaborate Power BI dashboards – Online workshop
University of Illinois Urbana-Champaign
Accounting Data Analytics
University of Minnesota
Information Systems
Google Cloud
Cloud Spanner: Qwik Start
Coursera Partner
Introduction to Enterprise Computing
Microsoft Learn
Extend Microsoft 365 Copilot in .NET
Packt
MuleSoft Platform Architect's Guide
Whizlabs
Exam Prep DP-700: Microsoft Fabric Data Engineer Associate
Google Cloud
Interacting with Vault Policies
Edureka
Microsoft Fabric Analytics Engineer: DP-600 Exam Prep
Coursera Partner
IBM z/OS Mainframe Practitioner
Packt
Oracle Business Intelligence Enterprise Edition 12c
Edureka
Business Intelligence and Data Analytics with Tableau
IBM
BI Foundations with SQL, ETL and Data Warehousing
University of Colorado Boulder
BiteSize Python for Absolute Beginners
Northeastern University
Information Systems Foundations
Packt
Big Data Foundations with Hadoop and Spark
University of Colorado Boulder
Data Wrangling with Python
Google Cloud
Migrating an application and data from Apache Cassandra™ to DataStax Enterprise
Packt
Data Analysis with Polars and Python
Pearson
Business Information Systems Fundamentals
Packt
Specialized RMAN Features and Advanced Use Cases
Google Cloud
Speech to Text Transcription with the Cloud Speech API
Google Cloud
Cloud Spanner - Loading Data and Performing Backups
Microsoft
Advanced DAX and Performance Optimization
IBM
IBM Relational Database Administrator with GenAI
Packt
Systems Acquisition, Development and Implementation
Illinois Tech
Data Analytics and Big Data
Microsoft Learn
Use the Admin center to manage environments and data policies in Power Automate
SkillUp
ASQ-Certified Six Sigma Yellow Belt Exam Prep Specialization
Universidad de los Andes
Plataformas para procesar datos no tradicionales
Microsoft Learn
Extend Microsoft 365 Copilot with declarative agents using Visual Studio Code
SkillsBooster Academy
Microsoft Excel & Copilot: From Basics to AI
Microsoft Learn
Generate batch predictions using a deployed model in Microsoft Fabric
Microsoft Learn
Implement a data science and machine learning solution for AI in Microsoft Fabric
Google Cloud
Getting Started with Splunk Cloud GDI on Google Cloud
Packt
Elasticsearch 8 and the Elastic Stack: In-Depth and Hands-On
EDUCBA
Apply Advanced SPSS Data Analytics & Modeling
Microsoft Learn
Azure NetApp Files fundamentals
Coursera
Asana Power User: Automation, Security & Integrations
Universidad Nacional Autónoma de México
Python: de cero a analista de datos
Google Cloud
Analytics as a Service for Data Sharing Partners
Google Cloud
Dataflow: Qwik Start - Templates
Edureka
Data Integration and ETL with Talend
EDUCBA
Analyze and Manage Enterprise Data Analytics Systems
Edureka
Data Storytelling with Power BI
Microsoft Learn
Extend Microsoft 365 Copilot in TypeScript
EDUCBA
Apply and Analyze Data Using SAS PROC SQL
Google Cloud
Creating Derived Tables Using LookML
Google Cloud
Caching and Datagroups with LookML
Packt
VMware VCP-DCV (Updated for vSphere 7)
Google Cloud
Building Transformations and Preparing Data with Wrangler in Cloud Data Fusion
Make Data-Driven Decisions
Packt
Tableau Data Analysis and Visualization
Packt
Architectures for the Intelligent AI-Ready Enterprise
Meta
Meta Database Engineer
Whizlabs
Exam Prep PL-300: Microsoft Power BI Data Analyst Associate
Microsoft Learn
Preprocess data with Data Wrangler in Microsoft Fabric
Microsoft Learn
Create and manage columns within a table in Dataverse
Microsoft Learn
Manage tables in Dataverse
Microsoft Learn
Introduction and prerequisites for Power BI – Online workshop
Introducing Data Analytics and Analytical Thinking
Coursera
Building Smarter Data Pipelines: SQL, Spark, Kafka & GenAI
Packt
Architecting Power BI Solutions in Microsoft Fabric
Coursera
Evaluate Vision Errors: Identify Failure Patterns
Google Cloud
Creating a Data Transformation Pipeline with Cloud Dataprep
Edureka
Power BI Developer
University of Colorado Boulder
BiteSize Python for Intermediate Learners
Packt
CISA: Certified Information Systems Auditor
Google Cloud
Predict Taxi Fare with a BigQuery ML Forecasting Model
Google Cloud
Build Data Lakes and Data Warehouses on Google Cloud
Illinois Tech
Building and Working with Relational Databases
Microsoft Learn
Manage apps in Power Apps
University of Colorado Boulder
Databases for Data Scientists
Microsoft Learn
Introduction to Azure Backup
IBM
IBM Data Engineering
University of Pennsylvania
How to Use Data
EDUCBA
Apply Selenium Automation Testing Across Languages
Packt
The Oracle Database Performance Tuning Course
EDUCBA
Apply Advanced Tableau Analytics to Real-World Data
Google Cloud
Migrating On-premises MySQL Using a Continuous Database Migration Service Job
Alberta Machine Intelligence Institute
Machine Learning: Algorithms in the Real World
IBM
IBM Data Management
Microsoft Learn
Power Automate's deep integration across multiple data sources
EDUCBA
Big Data Storage and Warehousing: From Impala to Azure
Microsoft
Microsoft Azure AI in Healthcare
EDUCBA
Master and Apply Redis for Scalable Systems
Packt
Power BI Masterclass
Whizlabs
Exam Prep: Oracle Certified Associate, Java SE 8 [1Z0-808]
Google Cloud
Creating Measures and Dimensions Using LookML
Google Data-Driven Decision Making
Packt
Oracle Database Backup and Recovery Using RMAN
IBM
IBM Data Warehouse Engineer
Data Responsibility
Google Cloud
Importing Data to a Firestore Database
Packt
Docker and Kubernetes Masterclass: From Beginner to Advanced
IBM
Relational Database Administration (DBA)
John Wiley & Sons
Information Systems Foundations for Business
John Wiley & Sons
SQL All-in-One For Dummies
EDUCBA
Logistics and Inventory Management
Microsoft
Beginners Guide to C# Fundamentals
Packt
Building AI Agents with LLMs, RAG, and Knowledge Graphs
Universitat Politècnica de València
Introduction to SQL and relational databases
Google Cloud
Consuming Customer Specific Datasets from Data Sharing Partners using BigQuery
Adobe
Adobe Ecommerce Foundation
Google Cloud
Creating Permanent Tables and Access-Controlled Views in BigQuery
Packt
Hands-on with SCCM
Google Cloud
Google Cloud Pub/Sub: Qwik Start - Command Line
Edureka
Data Engineering for AI and ML Pipelines
Microsoft Learn
Use Eventstream in Microsoft Fabric
Microsoft Learn
Query a data warehouse in Microsoft Fabric
Google Cloud
AlloyDB - Database Fundamentals
Google Cloud
Automating your BigQuery Data Pipeline with Cloud Dataprep
Always Remember the Stakeholder
University of Pennsylvania
Introduction to Programming with Python and Java
Prepare Data for Exploration
Google Cloud
Use Data Canvas to Visualize and Design Queries
Microsoft Learn
Train and track machine learning models with MLflow in Microsoft Fabric
Microsoft Learn
Microsoft Graph Fundamentals
Microsoft Learn
Introduction to Microsoft Azure Data non-relational data in Azure
Google Cloud
Developing Data Models with LookML
IBM
NoSQL, Big Data, and Spark Foundations
Adobe
Adobe Experience Manager Foundations
Google Cloud
How to Build a BI Dashboard Using Google Looker Studio and BigQuery
Association of International Certified Professional Accountants
Making the Case for Robotic Process Automation
EDUCBA
SIEM Splunk Hands-On Guide
EDUCBA
Apply PostgreSQL for Data Analysis and Database Design
IBM
Vector Database Fundamentals
LearnKartS
Apache Kafka
Whizlabs
Exam Prep: Google Cloud Professional Cloud Database Engineer
Google Cloud
Check Point: Next-Gen Data Center Security CloudGuard for Google Cloud
Coursera
Git, Docker & CI/CD: DevOps Foundations for Data Engineers
Microsoft Learn
Publish and access reports in Power BI service – Online workshop
Board Infinity
Generative AI for Business Roles: HR, Finance & Marketing
Google Cloud
Clean Up Unused IP Addresses
Microsoft
Microsoft AI Business Professional AB-730
Google Cloud
Machine Learning with Spark on Google Cloud Dataproc
LearnQuest
IoT Systems and Industrial Applications with Design Thinking
IBM
IBM Business Intelligence (BI) Analyst
John Wiley & Sons
OCP Java SE 21 Certification Preparation
Packt
Mastering Windows Server 2025
Google Cloud
Vertex AI Tabular Data: Qwik Start
Microsoft Learn
Explore data for data science with notebooks in Microsoft Fabric
Google Cloud
Protecting Data with NetApp Cloud Manager & Cloud Volumes ONTAP for Google Cloud
Google Cloud
Cloud Monitoring: Qwik Start
Microsoft Learn
Access and prepare data for Power BI Desktop - Online workshop
Google Cloud
Online Data Migration to BigQuery using Striim
Packt
QuickBooks - Business Accounting
EDUCBA
Apply and Analyze Sqoop for Hadoop ETL
Microsoft Learn
Get started with data science in Microsoft Fabric
Google Cloud
Build a Serverless Web App with Firebase
Packt
Data Structures & Algorithms in Java + 150 Leetcode Problems
Google Cloud
Build a BigQuery Processing Pipeline with Events for Cloud Run for Anthos
Board Infinity
SAP S/4HANA: From ABAP to Cloud-Ready Applications
Tableau Learning Partner
Introduction to Tableau
Google Cloud
Securing Google Cloud with CFT Scorecard
Microsoft Learn
Create business value with AI
Microsoft
Microsoft Customer Journey Mapping
Edureka
Data Engineering with Open Source Tools
EDUCBA
Design & Implement RPA Solutions with UiPath
Google Cloud
Cloud Functions: Qwik Start - Console
Coursera
Qlik Sense for Business Intelligence
University of California, Irvine
Use Tableau for Your Data Science Workflow
The Importance of Integrity
LearnQuest
Oracle SQL Databases
Pearson
Hadoop and Spark Fundamentals
Universitat Politècnica de València
Excel para los negocios nivel intermedio
Google Cloud
Build a Resilient, Asynchronous System with Cloud Run and Pub/Sub
Google Cloud
Data Publishing on BigQuery using Authorized Views for Data Sharing Partners
Coursera
DataOps: Automation & Reliability
Google Cloud
Enhancing User Interactivity in Looker with Liquid
Packt
AI-Driven Salesforce Development with Cursor and Agentforce
Google Cloud
Troubleshooting and Solving Data Join Pitfalls
Microsoft
Preparing Data for Analysis with Microsoft Excel
Cloudera
Modern Big Data Analysis with SQL
EDUCBA
Design and Implement SQL Server Case Studies
University of Pittsburgh
Mathematical Foundations for Data Science and Analytics
EDUCBA
Analyze and Visualize Data with Tableau BI
Packt
Oracle Database Administration from Zero to Hero
Coursera
Clean & Maintain Lists
EDUCBA
Apache Cassandra Training for Scalable NoSQL Databases
Packt
AWS Certified Big Data - Specialty
Saïd Business School, University of Oxford
AI Foundations for Business Professionals
Google Cloud
Stream Processing with Cloud Pub/Sub and Dataflow: Qwik Start
Packt
Advanced Architectural Modeling and Texturing
Infosec
Privacy Fundamentals
Packt
Machine Learning, Data Science and Generative AI with Python
Google Cloud
Getting Started with Vector Search and Embeddings
Arizona State University
Dark Data Migration and Architecture
Microsoft
Microsoft Data Analysis with SQL, Excel & Power BI
Universitat Autònoma de Barcelona
Nociones de análisis de datos con Excel, Access y Big Data
Coursera
Star Schemas to Snowflake: Data Modeling for Analytics Teams
Logical Operations
Microsoft Excel 2021-2024 Mastery
EDUCBA
Build and Evaluate R Shiny Data Apps
Packt
Data Analysis with Pandas and Python
Amazon
Amazon Junior Software Developer
John Wiley & Sons
Microsoft 365 Excel For Dummies
Coursera
Accounting Operations & Automation
Coursera
Performance Engineering for Data Systems
Microsoft Learn
Describe the foundations of Dynamics 365 customer engagement apps
SkillUp
Enterprise Data Integration, Governance and Architecture
Microsoft Learn
Search, filter, sort, and select data in Business Central
Fred Hutchinson Cancer Center
Data Management and Sharing for NIH Proposals
Microsoft Learn
Get started with Microsoft 365 Copilot extensibility
EDUCBA
Analyze and Apply R for Data Analytics
SAS
Foundations of Cloud Analytics
Microsoft Learn
Manage finance and operations apps implementations by using Lifecycle Services
Packt
Designing Information Architecture
University of Illinois Urbana-Champaign
Intellectual Property Law and Emerging Technologies
Packt
AWS Certified Data Analytics Specialty (2023) Hands-on
IBM
Data Engineering Foundations
Logical Operations
Microsoft Access 365 Essentials
Packt
CompTIA A+ Certification Core 2 (220-1102)
Pearson
SQL for Any IT Professional
Tableau Learning Partner
Tableau Business Intelligence Analyst
Coursera
SQL at Scale: Querying, Transforming, and Governing
John Wiley & Sons
CompTIA DataSys+ Study Guide
Logical Operations
Microsoft Excel 365: From Zero to Mastery
Packt
Apple Certified Support Professional 10.14
EDUCBA
Apply SQL Server Database Management & Analytics
University of Minnesota
Analytics for Decision Making
IBM
Generative AI for Data Engineers
Go further
Microsoft Learn
Explore Microsoft Graph scenarios for JavaScript development
Microsoft Learn
Access and manage data with the Azure Cosmos DB for NoSQL SDKs
Microsoft Learn
Introduction to agentic AI business solutions
Microsoft Learn
Monitor, analyze, and tune AI agents
Microsoft Learn
Authenticate your API plugin for declarative agents with secured APIs
Microsoft Learn
Perform custom updates in a Power Apps canvas app
Microsoft Learn
Analyze requirements for AI-powered business solutions
Microsoft Learn
Connect to other data in a Power Apps canvas app
Microsoft Learn
Work like a pro with data in Business Central
Microsoft Learn
Receive and put-away items in Microsoft Dynamics 365 Business Central
Microsoft Learn
Work with relational data in a Power Apps canvas app
Microsoft Learn
Implement retention, eDiscovery, and Communication compliance in Microsoft Purview
Microsoft Learn
Connect to finance and operations apps
Microsoft Learn
Implement Group Policy Objects
Microsoft Learn
Evaluate costs and benefits of AI solutions
Microsoft Learn
Manage the semantic model development lifecycle
Microsoft Learn
Manage testing AI-powered business solutions
Microsoft Learn
Implement information protection and data loss prevention with Microsoft Purview
Microsoft Learn
Migrate data and go live with finance and operations apps
Microsoft Learn
Plan and implement data platform resources
Microsoft Learn
Build machine learning solutions using Azure Databricks
Microsoft Learn
Design and implement a replication strategy for Azure Cosmos DB for NoSQL
Microsoft Learn
Manage and secure Power BI
Microsoft Learn
Get data in Power BI
Microsoft Learn
Design and develop database solutions
Microsoft Learn
Design ALM process for AI-powered business solutions
Microsoft Learn
Manipulate data by using code in Dynamics 365 Business Central
Microsoft Learn
Design overall AI strategy for business solutions
Microsoft Learn
Implement programmability objects with SQL
Microsoft Learn
Train deep learning models in Azure Databricks
Microsoft Learn
Architect AI solutions for business productivity
Microsoft Learn
Enforce semantic model security
Microsoft Learn
Govern analytics data in Microsoft Fabric
Microsoft Learn
Secure, optimize, and deploy database solutions
Microsoft Learn
Set up fixed assets management in Microsoft Dynamics 365 Business Central
Microsoft Learn
Orchestrate configuration of prebuilt agents and apps
Microsoft Learn
Work smarter with Copilot in Microsoft Fabric
Microsoft Learn
MS-101 Manage content search and investigations in Microsoft 365
Microsoft Learn
Set up and work with subscription billing in Dynamics 365 Finance
Microsoft Learn
Design responsible AI security, governance, risk management, and compliance
Microsoft Learn
Secure and govern analytics data in Microsoft Fabric
Microsoft Learn
AZ-305: Design data storage solutions
Microsoft Learn
Manage semantic models in Power BI
Microsoft Learn
Organize a Fabric lakehouse using medallion architecture design
Microsoft Learn
Extend Dynamics 365 Project Operations
Microsoft Learn
Set up number series and trail codes in Dynamics 365 Business Central
Microsoft Learn
Work with asynchronous integrations in finance and operations apps
Microsoft Learn
Write data in a Power Apps canvas app
Microsoft Learn
Work with data management in finance and operations apps
Microsoft Learn
Implement Adaptive Protection in Microsoft Purview
Microsoft Learn
Write advanced T-SQL code
Microsoft Learn
Explore data management practices in Microsoft 365
Microsoft Learn
Design and implement database objects with SQL
Microsoft Learn
Prepare data for migration to finance and operations apps
Microsoft Learn
Explore data integration concepts in finance and operations apps
Microsoft Learn
Understand retention in Microsoft Purview
Microsoft Learn
Use Adaptive Cards to show data in API plugins for declarative agents
Microsoft Learn
Manage compliance with Microsoft Purview for Microsoft 365 Copilot
Microsoft Learn
Prevent data loss with Microsoft Purview
Microsoft Learn
Design AI agents for business solutions
Microsoft Learn
Work with external data in a Power Apps canvas app
Microsoft Learn
Define and create business rules in Dataverse
Microsoft Learn
Implement endpoint data loss prevention (DLP) with Microsoft Purview