Skill pathway
Algorithms
Algorithms 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 Algorithms
We're still mapping the Australian careers that ask for Algorithms.
Where to learn Algorithms
Start here (beginner)
Politecnico di Milano
Ethics of Artificial Intelligence
University of Colorado Boulder
Advanced Spacecraft Dynamics and Control
Codio
Java: Data Structures and Algorithms
Google Cloud
Enabling Sensitive Data Protection Discovery for BigQuery
SAS
SAS Programmer
Packt
Data Structures and Algorithms: The Complete Masterclass
Codio
Getting Started with Generative AI API
Edureka
Transfer Learning and Fine-Tuning for AI Models
University of Glasgow
Applied AI for Engineers and Scientists: Practitioners
Whizlabs
Exam Prep: AWS Machine Learning Engineer Associate
Edureka
Mastering NLP: Tokenization, Sentiment Analysis & Neural MT
John Wiley & Sons
Machine Learning For Dummies
University of Colorado Boulder
Computing, Ethics, and Society
Google Cloud
Using Gemini in Education
John Wiley & Sons
Chemistry All-in-One FD
National Taiwan University
Operations Research
Packt
DSA In Python + Top 130 Leetcode Problems for MAANG
Alberta Machine Intelligence Institute
Generative AI Essentials
Coursera
Vision & Audio AI Systems
École Polytechnique Fédérale de Lausanne
Digital Signal Processing
Stanford Online
Machine Learning
Coursera Partner
Computer Vision Basics
Alberta Machine Intelligence Institute
Generative AI Fundamentals
University of Glasgow
Applied AI for Engineers and Scientists: Foundations
University of Alberta
Reinforcement Learning
Google Data Analytics
LearnQuest
Key Technologies in Data Analytics
Packt
Master Data Structures & Algo – Ace Leetcode & Blind 75+
University of Colorado Boulder
Computer Vision
University of Colorado Boulder
Artificial Intelligence Ethics
Google Cloud
Using BigQuery in the Google Cloud Console
IBM
AI Foundations for Everyone
University of California San Diego
Computational Thinking & Block Programming in K-12 Education
Madecraft
Foundations of AI Privacy and Blockchain
University of California San Diego
Data Structures and Algorithms
Alberta Machine Intelligence Institute
Machine Learning: Algorithms in the Real World
Google Cloud
APIs Explorer: Create and Update a Cluster
University of California, Irvine
Blockchain
Packt
Data Structures & Algorithms in JavaScript
University of Colorado Boulder
Everyday Excel
Lund University
The Mental Health Clinician and AI
Google Data Analytics
Google Cloud
Visualize the 10,000 Bitcoin Pizza Transaction Using BigQuery and AI Notebooks
Coursera
Vector DB Foundations, Embeddings & Search Algorithms
Coursera
Build Powerful AI Agents with OpenAI Tools
SAS
SAS Advanced Programmer
Johns Hopkins University
Applied Machine Learning
IBM
IBM Deep Learning with PyTorch, Keras and Tensorflow
Analitik Data Google
University of Illinois Urbana-Champaign
Accelerated Computer Science Fundamentals
Stanford Online
Probabilistic Graphical Models
Hugging Face
Generative AI Development with Hugging Face
CertNexus
CertNexus Certified Artificial Intelligence Practitioner
University of California San Diego
Object Oriented Programming in Java
Duke University
Introductory C Programming
Packt
Data Structures & Algorithms in Java + 150 Leetcode Problems
LearnQuest
Ethics in the Age of AI
DeepLearning.AI
Generative Adversarial Networks (GANs)
IBM
IBM AI Engineering
Columbia University
First Principles of Computer Vision
University of Colorado Boulder
Fundamentals of Model Checking
Politecnico di Milano
Artificial Intelligence: an Overview
University of California, Santa Cruz
Coding for Everyone: C and C++
Packt
Data Structures Algorithms in Java – SECRETS to Ace LeetCode
IBM
Generative AI for NLP with PyTorch
University of Colorado Boulder
Foundations of Reinforcement Learning
Coursera
Optimize ML Models: Hyperparameter Tuning
Stanford Online
Algorithms
University of California San Diego
Introduction to Discrete Mathematics for Computer Science
Duke University
Explainable AI (XAI)
IBM
IBM Java Developer
John Wiley & Sons
Artificial Intelligence All-in-One For Dummies
University of Colorado Boulder
Foundations of Data Structures and Algorithms
Coursera
Open Generative AI: Build with Open Models and Tools
Johns Hopkins University
Data Science Decisions in Time
Coursera
AI Techniques, Causal Inference & Business Optimization
OpenLearning
FOUNDATIONS OF DATA STRUCTURES AND ALGORITHMS IN C++
IBM
Generative AI Fundamentals
EDUCBA
Apply OpenCV for Real-Time Computer Vision Projects
IBM
IBM AI Developer
University of London
Data Science Foundations
University of California San Diego
Object Oriented Java Programming: Data Structures and Beyond
Packt
AI Engineering Masterclass: From Zero to AI Hero
University of California, Santa Cruz
C, Go, and C++: A Comprehensive Introduction to Programming
Scrimba
JavaScript Algorithms
Google Data Analytics
Johns Hopkins University
Social Media Analytics
Packt
Transformers for NLP and Computer Vision
University of Colorado System
Algorithms for Battery Management Systems
University of Illinois Urbana-Champaign
Accounting Data Analytics
Universidad Nacional Autónoma de México
Introducción a la inteligencia artificial
University of California, Santa Cruz
Go and C++: Programming in Two Successor Languages of C
Packt
Deep Learning with Real-World Projects