AI Resource Library
Browse our ever-growing collection of courses, books, papers, articles, tools, workshops, calculators, and communities. Filter by type, level, focus area, or industry to find exactly what you need.
Start Here — Staff Picks
Not sure where to begin? These are the resources our team reaches for most. Each one is beginner-friendly, high-quality, and worth your time.
Free online course that demystifies AI. Perfect for understanding the fundamentals with no math or coding required.
“The single best starting point for AI beginners — no math, no code, just clear explanations.”
DeepLearning.AI's course on generative AI fundamentals. Learn how generative AI works and how to use it responsibly.
“Andrew Ng makes generative AI click — practical and beginner-friendly.”
Andrew Ng's weekly newsletter with AI news, insights, and practical advice. Well-curated and accessible for non-technical readers.
“Our favourite way to stay current — one well-curated email per week.”
Janelle Shane's humorous and accessible book about how AI works and why it sometimes fails hilariously.
“The funniest way to understand AI — you'll learn more than you expect while laughing.”
Comprehensive community-maintained guide covering prompt engineering techniques, examples, and best practices.
“The most thorough prompt engineering reference on the web — bookmark this one.”
OpenAI's conversational AI for writing, coding, brainstorming, and general assistance. Free tier available.
“The tool that started the AI revolution — still the best all-rounder to try first.”
Anthropic's AI assistant known for careful conversations, long-form content, and strong analysis.
“Excels at long-form writing and careful reasoning. Our go-to for tricky tasks.”
AI-powered search engine providing cited answers. Excellent for research and fact-checking.
“The best AI-powered research tool — always cites its sources so you can verify.”
Showing 81 of 81 resources
Free online course that demystifies AI. Perfect for understanding the fundamentals with no math or coding required.
Andrew Ng's non-technical introduction to AI. Learn what AI can and cannot do, and how to work with AI teams.
DeepLearning.AI's course on generative AI fundamentals. Learn how generative AI works and how to use it responsibly.
Google's introduction to AI with practical applications. Learn prompt engineering and real-world AI use cases.
IBM's foundational AI course covering machine learning, neural networks, and AI applications in business.
Microsoft and LinkedIn's learning path for using generative AI in professional contexts. Build career-ready skills.
OpenAI's official learning platform with courses on prompt engineering, API usage, and building AI applications.
Collection of hands-on AI courses covering machine learning, data science, and practical AI implementation.
Short course focused on effective prompting techniques for developers. Accessible for motivated learners.
Fast.ai's hands-on course teaching deep learning through practical projects. Coding-focused but beginner-friendly approach.
Andrew Ng's legendary machine learning course. Comprehensive coverage of ML algorithms and practical implementation.
Collection of focused short courses on LLMs, prompt engineering, building AI apps, and advanced AI techniques.
Microsoft's 12-lesson course covering LLM basics, prompt engineering, and building generative AI applications.
Free course exploring ethical dimensions of AI including bias, fairness, privacy, and societal impact.
Andrew Ng's weekly newsletter with AI news, insights, and practical advice. Well-curated and accessible for non-technical readers.
Daily digest of AI news, tools, and trends. Fast-paced and comprehensive for staying current with AI.
Daily AI newsletter breaking down the latest developments in easy-to-understand language. Great for busy professionals.
Weekly newsletter exploring AI engineering and applications. More technical but accessible for motivated learners.
Weekly newsletter by Jack Clark covering AI research papers, industry developments, and policy discussions.
Curated collection of the best AI news, articles, and resources delivered weekly. Balanced technical and business focus.
Morning briefing on AI developments with practical takeaways. Quick reads with actionable insights.
Daily AI newsletter with the most interesting stories, research papers, and tools. Developer-focused but accessible.
Janelle Shane's humorous and accessible book about how AI works and why it sometimes fails hilariously.
Max Tegmark's exploration of AI's impact on humanity's future. Thought-provoking discussion of AI alignment and existential questions.
Gary Marcus and Ernest Davis critique current AI approaches and explore what true artificial intelligence requires.
Stuart Russell's vision for building AI systems aligned with human values. Essential reading on AI safety.
Kate Crawford's examination of AI's social, political, and environmental costs. Critical perspective on AI industry.
Kai-Fu Lee's exploration of the AI race between China and the US, and implications for the future of work.
Brian Christian explores aligning AI systems with human values. Covers reinforcement learning, reward hacking, and ethical AI development.
Nick Bostrom's philosophical exploration of AGI and existential risks. Discusses control problems and long-term AI safety research.
Practical examples and guides for using OpenAI's API. Technical but includes helpful conceptual explanations.
Anthropic's guide to becoming fluent with AI tools. Framework for thinking about and using AI effectively.
Ethan Mollick's practical guide to choosing AI tools for different tasks. Updated regularly with current recommendations.
Latest research and developments from Google's AI research lab. Accessible explanations of cutting-edge work.
OpenAI's official announcements, research updates, and insights into GPT development and applications.
Anthropic's updates on Claude development, AI safety research, and responsible AI practices.
Comprehensive community-maintained guide covering prompt engineering techniques, examples, and best practices.
Anthropic's own guide to getting better results from Claude. The spiritual successor to their retired Prompt Library, and still the best grounding in the fundamentals.
Visual guide to understanding transformer architecture with clear diagrams and step-by-step explanations. Makes complex technical concepts accessible.
Comprehensive guide covering all major prompting techniques: few-shot learning, chain-of-thought, role prompting, and advanced patterns for complex tasks.
Deep dive into the transformer architecture that powers modern LLMs. Learn about attention mechanisms, positional encoding, and why transformers revolutionized AI.
Comprehensive timeline of AI development from the 1950s to today. Understand the breakthroughs, setbacks, and key milestones that led to modern AI.
Analysis of revenue models for OpenAI, Anthropic, Google, and other AI companies. Understand the economics behind AI development and deployment.
Balanced overview of AI safety concerns including alignment problems, existential risks, and proposed solutions from leading researchers.
OpenAI's conversational AI for writing, coding, brainstorming, and general assistance. Free tier available.
Anthropic's AI assistant known for careful conversations, long-form content, and strong analysis.
Google's multimodal AI with strong research capabilities and integration with Google Workspace.
Microsoft's AI assistant integrated across Windows, Office, and Edge. Powered by OpenAI's GPT-5 models with web search.
AI-powered search engine providing cited answers. Excellent for research and fact-checking.
Platform for accessing multiple AI models (GPT-5, Claude, Gemini) in one interface. Compare responses across models.
Meta's AI assistant available on Facebook, Instagram, and WhatsApp. Free access to Llama models.
AI writing assistant integrated into Notion workspace. Helps with brainstorming, editing, and content creation.
Estimate API costs for different AI models. Compare pricing across GPT-5, Claude, Gemini, and other major providers.
Calculate potential return on investment for AI adoption. Estimate time savings, cost reductions, and productivity gains.
Canva's AI design tools including image generation, editing, and design assistance. User-friendly interface.
AI video editing and generation platform. Create, edit, and enhance videos using generative AI.
Leading AI image generation tool creating stunning, artistic images from text. Runs in the browser at midjourney.com, with Discord still supported.
AI image generation with fine control over style and composition. Free tier with generous credits.
Advanced AI voice synthesis and cloning. Create realistic voiceovers and audiobooks.
AI-powered audio and video editing through text. Edit podcasts and videos like editing a document.
AI presentation and document creator. Generate polished slides and docs from simple prompts.
AI-first code editor built for pair programming with AI. Write code faster with intelligent assistance.
Online coding platform with AI assistance. Build and deploy apps directly in your browser.
AI pair programmer suggesting code completions and entire functions. Integrated into VS Code and other IDEs.
Platform for sharing and discovering AI models, datasets, and applications. Hub for open-source AI community.
Data science competition platform with free datasets, notebooks, and learning resources.
Repository linking research papers with their code implementations. Browse state-of-the-art ML research.
Discussion forum for AI safety and alignment research. Technical discussions on ensuring beneficial AI.
Weekly podcast making AI practical and accessible. Interviews with practitioners and discussions of real-world applications.
Conversations with AI leaders, researchers, and entrepreneurs about the future of artificial intelligence.
Weekly interviews with AI researchers and practitioners covering cutting-edge developments and practical applications in machine learning.
Long-form conversations with leading AI researchers covering technical concepts and philosophical implications of artificial intelligence.
The foundational paper introducing the Transformer architecture. Essential reading for understanding GPT, BERT, and modern LLMs. Explains self-attention mechanisms that revolutionized NLP.
Introduced bidirectional pre-training for language understanding. Powers many modern search and QA systems through transfer learning and masked language modeling.
Demonstrated that scaling up model size dramatically improves few-shot learning. Enabled practical prompt engineering and in-context learning without fine-tuning.
Anthropic's technique enabling AI systems to critique and revise their own outputs. Reduces harmful outputs while maintaining helpfulness through encoded principles.
Combines retrieval with generation to improve factual accuracy. Cost-effective alternative to fine-tuning that reduces hallucination through external knowledge sources.
Beautifully animated explanations of how neural networks learn. Provides visual intuition for mathematical concepts underlying deep learning.
Concise summaries of recent AI research papers with visual demonstrations. Stay current with cutting-edge developments in accessible format.
Hands-on workshop teaching you to create a custom AI workflow for academic and professional research using embeddings, vector databases, and RAG.
Master the art of using AI as a writing partner. Learn prompt patterns for ideation, outlining, drafting, and revision while maintaining your unique voice.