AI & Automation courses

AI & Automation. Data & Analytics. Software Development. IT & Cloud.

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AI Cost and Latency Planning
Estimate a fictional AI workflow budget and response time, including retrieval, retries and human review.
MTT · Master the Trick
AI & Automation
FoundationAbout 30 min3 lessons
Reading & practice
Free
Free
AI for Meeting Notes
Convert authorized meeting notes into a checked summary with decisions, owners and unresolved questions.
MTT · Master the Trick
AI & Automation
FoundationAbout 30 min3 lessons
Reading & practice
Free
Free
AI-Assisted Workplace Productivity
Build a repeatable drafting workflow, verify its output and measure whether it saves time.
MTT · Master the Trick
AI & Automation
FoundationAbout 30 min3 lessons
Reading & practice
Free
Free
Google AI Essentials
A non-technical tour of what AI is and how to use it at work: everyday tools, writing good prompts, and using AI responsibly.
Google AI experts · Grow with Google
AI & Automation
Foundation1 h 38 min5 lessons
Video course
Free
Free
How Large Language Models Work
Two general-audience talks from a founding member of OpenAI on how ChatGPT-style models are built: pre-training on the internet, fine-tuning into an assistant, and where they still go wrong.
Andrej Karpathy
AI & Automation
Foundation4 h 31 min2 lessons
Video course
Free
Free
Human-in-the-Loop Automation
Place meaningful approvals, escalation and recovery around an AI-assisted business workflow.
MTT · Master the Trick
AI & Automation
FoundationAbout 30 min3 lessons
Reading & practice
Free
Free
Introduction to Generative AI
Three short lectures on what generative AI and large language models are, how they differ from traditional machine learning, and how Google approaches responsible AI.
Google Cloud Training · Google Cloud
AI & Automation
Foundation45 min3 lessons
Video course
Free
Free
Machine Learning for Everybody
Explore classification, regression and clustering, then see how common models are implemented in Python notebooks.
Kylie Ying · freeCodeCamp.org
AI & Automation
Foundation3 h 54 min1 lesson
Video course
Free
Free
Neural Networks, Visually
Animated explanations of how neural networks learn, from a single neuron to the transformers behind modern chatbots. Builds intuition without any programming.
Grant Sanderson · 3Blue1Brown
AI & Automation
Foundation2 h 26 min8 lessons
Video course
Free
Free
Prompt Engineering: Structured Outputs
Turn an ambiguous request into a structured prompt, validate the response and handle missing information.
MTT · Master the Trick
AI & Automation
FoundationAbout 30 min3 lessons
Reading & practice
Free
Free
AI Agents for Beginners
Short lessons on the design patterns behind AI agents: tool use, planning, agentic RAG, multi-agent systems, memory, protocols such as MCP, and taking agents to production.
Microsoft Cloud Advocates · Microsoft
AI & Automation
Professional2 h 7 min14 lessons
Video course
Free
Free
Building AI Test Datasets
Create a versioned test set with clear labels, edge cases and a rubric for an AI drafting task.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
CS50's Introduction to AI with Python
The ideas underneath modern AI, taught in code: search, logic, probability, optimisation, machine learning, neural networks and language.
Brian Yu, David J. Malan · Harvard University
AI & Automation
Professional11 h 51 min8 lessons
Video course
Free
Free
Designing Custom GPT Workflows
Design a bounded assistant workflow and evaluate it before trusting its output.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
Document Extraction with AI
Design a checked extraction workflow for fictional invoices, including missing fields and arithmetic validation.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
Evaluating AI Classifiers
Use a confusion matrix, precision and recall to evaluate a classifier against a simple baseline.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
Generative AI for Beginners
Eighteen lessons on building real applications with generative AI: prompting, chat and search apps, RAG, function calling, agents and fine-tuning. Each lesson pairs a video with code on GitHub.
Microsoft Cloud Advocates · Microsoft
AI & Automation
Professional4 h 23 min18 lessons
Video course
Free
Free
Responsible AI for HR Teams
Explore human-reviewed HR drafting with privacy checks and job-relevant review criteria.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
Retrieval-Augmented Generation Basics
Plan a small document-grounded assistant using retrieval, source citations and access-aware evaluation.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
Semantic Search with Embeddings
Understand embedding similarity, metadata filters and relevance testing for a small search collection.
MTT · Master the Trick
AI & Automation
ProfessionalAbout 30 min3 lessons
Reading & practice
Free
Free
MIT Introduction to Deep Learning (2026)
MIT’s fast-paced deep learning bootcamp, refreshed every year. Covers sequence models and transformers, computer vision, generative models, reinforcement learning and current frontiers.
Alexander Amini, Ava Amini · MIT 6.S191
AI & Automation
Expert8 h 19 min9 lessons
Video course
Free
Free
Neural Networks: Zero to Hero
Build neural networks from scratch in code, one idea at a time: an autograd engine, character-level language models, and finally your own GPT and tokenizer.
Andrej Karpathy
AI & Automation
Expert18 h 38 min9 lessons
Video course
Free
Free
Practical Deep Learning for Coders
A top-down course that has you training and deploying working models in the first lesson, then opens them up: neural net foundations, NLP, random forests, collaborative filtering and CNNs.
Jeremy Howard · fast.ai
AI & Automation
Expert12 h 34 min8 lessons
Video course
Free
Free

AI & Automation courses

AI Cost and Latency Planning

AI for Meeting Notes

AI-Assisted Workplace Productivity

Google AI Essentials

How Large Language Models Work

Human-in-the-Loop Automation

Introduction to Generative AI

Machine Learning for Everybody

Neural Networks, Visually

Prompt Engineering: Structured Outputs

AI Agents for Beginners

Building AI Test Datasets

CS50's Introduction to AI with Python

Designing Custom GPT Workflows

Document Extraction with AI

Evaluating AI Classifiers

Generative AI for Beginners

Responsible AI for HR Teams

Retrieval-Augmented Generation Basics

Semantic Search with Embeddings

MIT Introduction to Deep Learning (2026)

Neural Networks: Zero to Hero

Practical Deep Learning for Coders