SECTION A: FOUNDATIONAL & APPLIED AI

Learn from Basics to Practical Application — Build Your AI Foundation

AI 101
MIT OpenCourseWare
Introduction to AI for those with little to no background. Covers key concepts, machine vision, and reinforcement learning fundamentals.
Visit MIT AI 101 Course
Artificial Intelligence (6.034)
MIT OpenCourseWare
Comprehensive intro to AI knowledge representation, problem solving, and learning methods for intelligent systems development.
Explore MIT Artificial Intelligence Course
Introduction to Algorithms
MIT OpenCourseWare
Mathematical modeling of computational problems, algorithms, and data structures essential for AI applications.
Access MIT Algorithms Course
CS50's Intro to AI with Python
Harvard University (HarvardX)
Learn machine learning in Python. Covers search algorithms, knowledge, ML, and neural networks with hands-on projects.
Start Harvard CS50 AI Course
Machine Learning and AI with Python
Harvard University (HarvardX)
Learn decision trees and foundational ML algorithms. Develop practical AI implementation skills. Free to audit.
Enroll in Harvard ML Course
Data Science: Machine Learning
Harvard University (HarvardX)
Part of Harvard's Data Science Certificate. ML basics, algorithms, and building recommendation systems. Free to audit.
Begin Harvard Data Science ML
AI For Everyone
DeepLearning.AI (Andrew Ng)
Non-technical AI overview for business leaders. Understand technologies, spot opportunities, build AI strategy. Free to audit.
Take AI For Everyone Course
Machine Learning Specialization
DeepLearning.AI & Stanford
Foundational program teaching ML fundamentals and building real-world AI applications. Beginner-friendly. Free to audit.
Join ML Specialization Program
Statistical Learning with Python
Stanford University
Statistical methods and supervised learning with Python. Includes free book materials for comprehensive learning.
Access Stanford Statistical Learning
Machine Learning (CS229)
Stanford University
ML foundations course. Popular algorithms, theory, and applications. One of the most renowned ML courses globally.
View Stanford CS229 Course
Intro to Artificial Intelligence
Stanford University (Udacity)
22 lessons and 9 practice exams covering search, logic, planning, MDPs, reinforcement learning, and more.
Start Stanford AI Introduction
AI: Principles and Techniques (CS221)
Stanford University
Advanced AI course. Techniques for implementing various AI systems including search, MDPs, and constraint satisfaction.
Explore Stanford CS221 Course
Google AI Essentials
Google (Coursera)
Foundational AI concepts, using AI tools for ideas, content creation, and speeding up tasks. Hands-on activities.
Get Started with Google AI Essentials
Microsoft AI Fundamentals
Microsoft Learn
Build AI fluency with fundamentals, services, responsible AI, and putting AI to work. Free online training.
Begin Microsoft AI Fundamentals
AI Fundamentals Guide
Microsoft Learn
Explore fundamental AI and ML concepts. Distinguish learning types, assess neural network effectiveness.
Read Microsoft AI Guide
AI Fundamentals
Microsoft & Udacity
Core AI concepts using Azure ML and Cognitive Services. No prior technical experience required.
Take Microsoft AI Fundamentals on Udacity
AI for Beginners
Microsoft (GitHub)
12-week, 24-lesson curriculum covering AI fundamentals with project-based learning. Open-source resource.
Access Microsoft AI for Beginners
Artificial Intelligence Fundamentals
IBM SkillsBuild
NLP, computer vision, ML, deep learning, chatbots. Hands-on with IBM Watson Studio. Free digital badge.
Explore IBM AI Fundamentals
AI Skills in Less Than 1 Hour
IBM SkillsBuild
Quick intro to AI fundamentals in bite-sized segments. Perfect for busy professionals seeking high-demand skills.
Start IBM Quick AI Course
AI Fundamentals
IBM & Cisco Networking Academy
Comprehensive AI fundamentals with guided learning and industry-recognized credentials. Completely free.
Join IBM-Cisco AI Program
AI Essentials
Oxford Saïd Business School (Coursera)
Core ideas, methods, and applications of AI for business professionals. Connects technical concepts to real-world use cases.
Enroll in Oxford AI Essentials

SECTION B: GENERATIVE AI, AGENT AI & AUTONOMOUS SYSTEMS

Master GenAI Fundamentals, Prompt Engineering, AI Agents & Large Language Models

Generative AI for Everyone
DeepLearning.AI (Andrew Ng)
Empowering perspective on GenAI. How it works, capabilities, hands-on exercises, and advanced applications.
Explore GenAI for Everyone
Generative AI for Beginners
Microsoft (GitHub)
18 comprehensive lessons on GenAI fundamentals. Build applications using Python/TypeScript with Azure OpenAI.
Access Microsoft GenAI Course
Get Started with Azure OpenAI Service
Microsoft Learn
Learn to use Azure OpenAI Service to build generative AI solutions. Practical training on implementing AI models.
Begin Azure OpenAI Training
Prompt Engineering for ChatGPT
Vanderbilt University (Coursera)
Master patterns for writing effective prompts for LLMs. From basic to sophisticated prompts. Free to audit.
Master Prompt Engineering
ChatGPT Prompt Engineering for Developers
DeepLearning.AI & OpenAI
Free hands-on course on writing and iterating prompts. Summarizing, inferring, transforming, and expanding text.
Learn ChatGPT Prompt Engineering
Prompt Engineering for ChatGPT
Great Learning Academy
Craft creative prompts to enhance AI accuracy. Updated with GPT-5 refined prompts. Free certificate. 3 hours.
Get Great Learning Prompt Course
Introduction to Prompt Engineering
Learn Prompting
Comprehensive course combining theory with hands-on assignments. Perfect for beginners and business professionals.
Start Prompt Engineering Intro
ChatGPT for Everyone
Learn Prompting & OpenAI
One-hour course on ChatGPT basics, prompt engineering, DALL·E 3, and AI safety.
Take ChatGPT for Everyone
Google Prompting Essentials
Google (Grow with Google)
Learn to write effective prompts in 5 steps. Build reusable prompt library to boost productivity.
Access Google Prompting Essentials
Prompt Engineering for Everyone
IBM (Cognitive Class)
Master AI communication through prompt engineering. Hands-on practice with IBM watsonx Prompt Lab.
Learn IBM Prompt Engineering
Build with Andrew
DeepLearning.AI (Andrew Ng)
From idea to app in 30 minutes with no coding. Build AI-powered web applications using natural language.
Build AI Apps with Andrew Ng
AI Agents Short Courses
DeepLearning.AI
Build and deploy AI agents capable of autonomous problem-solving, decision-making, and task execution.
Explore AI Agents Courses
Introduction to Model Context Protocol
Anthropic Academy (Coursera)
Learn to build MCP servers and clients from scratch using Python. Master tools, resources, and prompts.
Learn Model Context Protocol
Model Context Protocol: Advanced Topics
Anthropic Academy (Coursera)
Advanced MCP patterns including sampling, notifications, file system access, and transport mechanisms.
Master Advanced MCP
Intro to Claude AI
Scrimba (Coursera)
Discover Claude, Anthropic's powerful LLM. Build practical skills through coding challenges. Free to audit.
Discover Claude AI
Next-Generation AI Assistant: Claude
Coursera Project Network
Explore Claude AI capabilities. Learn to apply features in work. Create compelling materials with AI.
Explore Claude AI Assistant
Claude Code in Action
Anthropic Academy (Coursera)
Official course on Claude Code for AI-assisted development. Setup, real projects, GitHub integration, and SDKs.
Use Claude Code for Development
OpenAI Academy Resources
OpenAI
Free workshops, discussions, and digital content. From AI basics to advanced integration for engineers.
Access OpenAI Academy
ChatGPT Foundations for Teachers
OpenAI (Coursera)
Help educators build AI expertise. Personalize materials, save time, support students effectively.
Learn ChatGPT for Education
Fundamentals of ML and AI
Amazon Web Services (Coursera)
Learn foundations of ML and AI. Explore connections between AI, ML, deep learning, and generative AI. Free to audit.
Begin AWS AI Fundamentals
AWS AI Practitioner Learning Plan
Amazon Web Services
Comprehensive learning plan for AI/ML practitioners. Master AWS AI services, tools, and generative AI technologies.
Join AWS AI Practitioner Program
Introduction to Generative AI - Art of the Possible
AWS Skill Builder
Learn basics of generative AI, its risks, benefits, and how content generation can be used in business.
Explore AWS GenAI Possibilities
Amazon Bedrock Getting Started
AWS Skill Builder
Build generative AI applications using Amazon Bedrock. Learn to integrate LLMs and foundation models.
Get Started with Amazon Bedrock
Discovering SAP Business AI
SAP Learning
SAP's Business AI strategy, principles, ethics, privacy standards, and opportunities for business.
Discover SAP Business AI
Introduction to AI Core
SAP Learning
Embed AI into SAP Solutions. Configure SAP AI Core and Launchpad. Train and serve AI models. Free 2+ hours.
Learn SAP AI Core

SECTION C: AI ETHICS, GOVERNANCE & RESPONSIBLE DEPLOYMENT

Ethical Frameworks, Governance Standards, Bias Mitigation & Responsible AI Practices

Ethics of AI
University of Helsinki
Free comprehensive course on ethical aspects of AI. Develop AI in ethically sustainable way.
Study AI Ethics at Helsinki
Intro to AI Safety, Ethics, and Society
Center for AI Safety
12-week instructor-led program on AI safety and ethics. No technical knowledge required. Group discussions.
Join AI Safety Fundamentals
Ethics of Artificial Intelligence
Politecnico di Milano (Coursera)
Examine ethical issues created by AI. Identify impacts, analyze critically, apply responsible principles. Free to audit.
Examine AI Ethics Issues
AI Ethics
DataCamp
Comprehensive overview of ethical considerations. Core principles, fairness, bias reduction, building trust.
Learn AI Ethics on DataCamp
AI Ethics for Beginners
Great Learning Academy
Explore fairness, accountability, transparency, privacy. Identify and address ethical issues. Free certificate.
Start AI Ethics for Beginners
Data Ethics, AI and Responsible Innovation
University of Edinburgh (edX)
Critical social, legal, political, ethical issues in data science. Apply professional judgment to moral problems.
Study Responsible Innovation
Ethics in AI and Big Data
Linux Foundation (edX)
Business drivers for AI, ethical challenges, principles for responsible AI. For business and technical leaders.
Explore Ethics in AI and Big Data
Introduction to AI Ethics
Kaggle
Practical introduction to identifying and mitigating bias and fairness issues. Hands-on ethical AI development.
Practice AI Ethics on Kaggle
AI Ethics: Global Perspectives
Multiple Universities
Collection of lectures on ethical implications from different global perspectives. Diverse viewpoints on AI ethics.
View Global AI Ethics Perspectives
Responsible AI Principles
Microsoft Learn
Identify guiding principles for responsible AI development and deployment. Build trust and transparency.
Learn Responsible AI Principles
Introduction to Responsible AI
AWS Skill Builder
Learn why responsible AI is important in the context of generative AI. Core dimensions of responsible AI practices.
Study AWS Responsible AI

SECTION D: ADVANCED & EXPERT AI STUDIES

Deep Learning, Neural Networks, Computer Vision, NLP & Specialized AI Domains

Deep Learning Specialization
DeepLearning.AI (Andrew Ng) - Coursera
Foundational program on deep learning. Build and train CNNs, RNNs, LSTMs, and Transformers. 5 courses. Free to audit.
Join Deep Learning Specialization
Neural Networks and Deep Learning
DeepLearning.AI (Coursera)
Learn fundamentals of neural networks and deep learning. Forward/backpropagation, activation functions. Free to audit.
Master Neural Networks
Deep Learning: Mastering Neural Networks
MIT xPRO
Explore core mathematical concepts underlying deep neural networks. Experiment with ML toolkits and applications.
Explore MIT Deep Learning
Machine Learning, Modeling, and Simulation
MIT xPRO
Two-course program for engineers and scientists. Demystify ML through computational engineering principles.
Study MIT ML Modeling
Driving Innovation with Generative AI
MIT xPRO
Six-week course on navigating GenAI. Case studies, hands-on tools, insights from 12 MIT CSAIL faculty.
Drive Innovation with MIT GenAI
TensorFlow Developer Professional Certificate
DeepLearning.AI (Coursera)
Learn to build AI apps with TensorFlow. Deep dive into Computer Vision, NLP, and Time Series Analysis.
Become TensorFlow Developer
Machine Learning & AI Courses
Google Cloud Training
Implement ML and AI with Vertex AI, BigQuery, TensorFlow. Hands-on labs and skill badges. Free monthly credits.
Learn Google Cloud ML & AI
AI & ML Engineering Professional Certificate
Microsoft (Coursera)
Build job-ready skills in AI technologies and GenAI models. Design infrastructure, master algorithms, leverage Azure.
Get Microsoft AI & ML Certificate
Natural Language Processing Specialization
DeepLearning.AI (Coursera)
Advanced NLP covering text processing, sentiment analysis, language models, and conversational AI.
Master NLP Specialization
Computer Vision Courses
Stanford Online
Advanced techniques in image processing, object detection, and visual recognition systems.
Study Stanford Computer Vision
Reinforcement Learning Specialization
University of Alberta (Coursera)
Study RL algorithms, Q-learning, policy gradients, applications in robotics and game AI. Free to audit.
Learn Reinforcement Learning
AI Professional Program
Stanford Online
Graduate-level content in ML, NLP, and more. Build AI models, innovate, conduct research in the field.
Join Stanford AI Professional Program
SAP Generative AI Developer Certification
SAP Learning
Certification in SAP's Business AI capabilities. Extend SAP BTP applications with leading LLMs.
Get SAP GenAI Certification
Oxford AI Programme
Oxford Saïd Business School (GetSmarter)
Six-week program on AI's history, functionality, capabilities, and ethical considerations. University certificate.
Enroll in Oxford AI Programme

SECTION E: AI BUSINESS TRANSFORMATION, STRATEGY & ADOPTION

Strategic Implementation, Digital Transformation, Change Management & AI-Driven Innovation

Transform Your Business with AI
Microsoft Learn
Business leaders' guide to adopting AI. Planning, strategizing, and scaling AI projects responsibly.
Transform Business with Microsoft AI
AI: Implications for Business Strategy
MIT Sloan Executive Education
6-week program on AI technologies and business implications. Machine learning, NLP, GenAI, and robotics focus.
Study MIT AI Business Strategy
AI: Business Strategies and Applications
UC Berkeley Executive Education
Lead AI transformation across industries. Connect automation, prediction, personalization to business outcomes.
Lead with Berkeley AI Strategies
AI For Business Specialization
University of Pennsylvania (Wharton)
Learn fundamentals of AI and ML. Develop deployment strategy for competitive advantage. Free to audit.
Study Wharton AI for Business
AI and Career Empowerment
University of Maryland (Smith School)
Free certificate program. How AI transforms industries, career opportunities, and positioning yourself for success.
Empower Your AI Career
AI Strategies for Business Transformation
Kellogg Executive Education
Leverage AI and GenAI for strategic impact. Customer experience, productivity, innovation. 8-week program.
Transform with Kellogg AI Strategies
AI for Business Course
Wharton Executive Education
Learn fundamentals of big data, AI, ML, and GenAI. Deploy technologies to support organizational strategy.
Take Wharton AI for Business
AI Strategy for Business Leaders
Harvard Extension School
Navigate AI landscape from strategic, managerial perspective. GenAI applications and responsible adoption.
Develop Harvard AI Strategy
AI Strategy with ChatGPT, ML & DL
Packt (Coursera)
Implement AI strategies effectively. Real-world applications, tools evaluation, ROI measurement. Free to audit.
Implement AI Strategy
Generative AI for Business Leaders
Stanford Online
Understand GenAI's impact on business. Strategic insights from Stanford faculty on AI adoption.
Lead with Stanford GenAI Insights
AI Product Management Specialization
Duke University (Coursera)
Build AI products from conception to deployment. Product strategy, ethics, and implementation. Free to audit.
Master AI Product Management
ML Essentials for Business and Technical Decision Makers
Amazon Web Services
AWS Machine Learning Embark curriculum. Assess readiness, identify ML use cases, and concrete next steps.
Make AWS ML Business Decisions
AWS SimuLearn - Generative AI
Amazon Web Services
Simulation-based training. Interact with AI-powered virtual customers, solve business challenges with Amazon Bedrock.
Practice with AWS SimuLearn
Digital Transformation with AI
Leading Business Schools
Comprehensive approach to AI-driven transformation. Change management, scaling AI, and measuring business impact.
Navigate Digital Transformation

SECTION F: LEARNING HUBS — ONE SOURCE OF TRUTH

Comprehensive AI Learning Portals and Resource Centers from Leading Institutions

MIT OpenCourseWare
Massachusetts Institute of Technology
Free access to 2,500+ MIT courses including comprehensive AI, ML, and computer science materials. Video lectures, assignments, exams.
Browse MIT OpenCourseWare
MIT Open Learning - AI Hub
MIT
Curated AI courses from MIT OpenCourseWare, MITx, and MIT xPRO. Comprehensive pathway from fundamentals to advanced AI.
Explore MIT AI Learning Hub
Harvard AI Courses
Harvard University
Complete collection of Harvard's AI courses through HarvardX and Harvard Online Learning. Free audit options available.
Access Harvard AI Courses
Stanford Online AI
Stanford University
AI courses and programs from Stanford faculty. Foundational to advanced skills for career acceleration in AI.
Learn at Stanford Online
Oxford AI at Oxford
University of Oxford
World-class research and educational resources on AI from one of the world's leading universities.
Visit Oxford AI Portal
Microsoft Learn for AI
Microsoft
Comprehensive AI learning hub with curated plans. Free training on Azure AI, Copilot, and generative AI.
Train on Microsoft Learn
Google Skills - AI Platform
Google
Nearly 3,000 courses, labs, and credentials from Google Cloud, DeepMind, and Grow with Google. Free monthly credits for labs.
Grow with Google Skills
Grow with Google - AI Courses
Google
Free AI courses including AI Essentials, Prompting Essentials, and specialized training for educators, students, businesses.
Access Grow with Google AI
AWS Skill Builder
Amazon Web Services
600+ free courses on AWS AI/ML services. Certification exam prep, hands-on labs, and practical skill-building.
Build Skills on AWS
AWS Training - AI Learning
Amazon Web Services
135+ AI/ML trainings. Generative AI, Amazon Bedrock, Amazon Q, and certification paths for AI practitioners.
Train with AWS AI
IBM SkillsBuild
IBM
1,000+ free courses on AI, data science, cybersecurity, and more. Earn digital badges and industry-recognized credentials.
Join IBM SkillsBuild
DeepLearning.AI
Andrew Ng
Expert-led AI education from foundational basics to advanced application. Specializations, short courses, and The Batch newsletter.
Learn from DeepLearning.AI
Anthropic Academy
Anthropic
Courses on Claude AI, API development, Model Context Protocol, and Claude Code. Certificates upon completion.
Study at Anthropic Academy
OpenAI Academy
OpenAI
Free workshops, discussions, and digital content. AI basics to advanced integration. Resources for educators and businesses.
Join OpenAI Academy
SAP Learning - AI
SAP
Explore AI in SAP world, from leveraging AI in business processes to how SAP implements AI ethics.
Explore SAP Learning AI
Coursera AI Courses
Coursera Platform
Thousands of AI courses from top universities and companies. Many free to audit with optional paid certificates.
Browse Coursera AI Library
edX AI Learning
edX Platform
University-level AI courses from MIT, Harvard, Microsoft, and more. Free access with optional verified certificates.
Study on edX Platform
Kaggle Learn
Kaggle (Google)
Free micro-courses on practical AI and data science skills. AI ethics, intro to ML, deep learning, and more.
Practice on Kaggle Learn