AI Agent Evaluation
Hallie RenCC BY-NC-SABookHTMLEPUB
Artificial Intelligence
82 resources in 1 subcategories
AI covers far more than large language models: search, planning, logic, probabilistic reasoning and learning all belong here. Elements of AI is a non-technical introduction, and CS50's Introduction to Artificial Intelligence with Python covers classic techniques through programming projects. Artificial Intelligence: Foundations of Computational Agents is a full textbook for a more academic route.
For modern generative AI, the Hugging Face LLM Course and Microsoft's Generative AI for Beginners teach working with transformer models and building applications on top of them. Peter Norvig's Paradigms of Artificial Intelligence Programming is a classic for experienced programmers curious about how earlier AI systems were built in Common Lisp. Machine learning and deep learning have their own sections.
Subcategories
More Artificial Intelligence
AI: From First Principles
AddyBookHTMLEPUB
AI Safety for Fleshy Humans
Nicky Case and Hack ClubCC BY-NCBook
in progress
AiBook: A Human Survival Guide for When the AI Steals Your Girlfriend, Becomes Your Dog's Best Friend, and Has Your Wi-Fi Password (password1)
Jeremy SchoemakerBookPDF
Artificial Intelligence, 3rd Edition (1993)
Patrick Henry WinstonBookPDF
Artificial Intelligence and the Future for Teaching and Learning
Office of Educational TechnologyBookPDF
Artificial Intelligence for a Better Future: An Ecosystem Perspective on the Ethics of AI and Emerging Digital Technologies
Bernd Carsten StahlBookPDFEPUB
Artificial Intelligence: Foundations of Computational Agents (2010), 1st Edition
David L. Poole, Alan K. Mackworth @ Cambridge University PressBookHTML
Artificial Intelligence: Foundations of Computational Agents (2017), 2nd Edition
David L. Poole, Alan K. Mackworth @ Cambridge University PressSlidesBookHTML
Clever Algorithms Nature-Inspired Programming Recipes
Jason BrownleeCC BY-NC-SABookPDF
Generative AI in Higher Education: The ChatGPT Effect
Cecilia Ka Yuk Chan, Tom CollotonCC BYBookPDF
Getting Started with Artificial Intelligence , 2nd Edition
Tom Markiewicz, Josh ZhengBookPDF
Graph Representational Learning Book
William L. HamiltonBookPDF
How to Build Optimal AI Agents That Actually Work
Tiago MonteiroBookHTML
How Transformer LLMs Work
Jay Alammar, Maarten GrootendorstDeepLearning.AIBook
Hugging Face LLM Course
BookHTML
Introduction to Autonomous Robots
Nikolaus CorrellCC BY-NC-NDBookPDF
Large Language Models from Scratch
freeCodeCampYouTubeBook
Machine Learning For Dummies®, IBM Limited Edition
Daniel Kirsch, Judith HurwitzBookPDF
Mastering Generative AI and Prompt Engineering: A Practical Guide for Data Scientists
Data Science HorizonsBookPDF
On the Path to AI: Law’s prophecies and the conceptual foundations of the machine learning age
Thomas D. Grant, Damon J. WischikBookPDFEPUB
Paradigms of Artificial Intelligence Programming: Case Studies in Common Lisp
Peter NorvigGit repoBook
Probabilistic Programming & Bayesian Methods for Hackers
Cam Davidson-PilonBookHTMLNotebook
RAG + Knowledge Graph Master Course
AddyBookHTMLEPUB
Research, Rewritten
Hallie RenCC BY-NC-SABookHTMLEPUB
Spec-Driven Development: The Definitive Guide to Building Software with AI Agents
Felipe FontouraCC BY-NC-SABookMarkdown
Stanford CS224N: Natural Language Processing with Deep Learning
Christopher ManningStanford OnlineBook
The Agentic AI Hub
daily.devCC BYBookHTML
The Claude Code Book
Bartłomiej KrupaCC BY-NC-NDBookMarkdown
The History of Artificial Intelligence
Chris Smith, Brian McGuire, Ting Huang, Gary YangBookPDF
The Last Mile
Hallie RenCC BY-NC-SABookHTMLEPUB
The Math Behind Artificial Intelligence: A Guide to AI Foundations
Tiago MonteiroBookHTML
The Quest for Artificial Intelligence: A History of Ideas and Achievements
Nils J. NilssonBookPDF
Agents Course
Hugging FaceCourse
AI Courses
Intel CorporationCourse
AI Fundamentals
Microsoft AzureUdacityCourse
AI Python for Beginners
Andrew NgDeepLearning.aiCourse
Aml-2018 Ambient Intelligence
Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello @ Politecnico di TorinoCourse
Artificial Intelligence on Google Cloud Platform
Srivatsan Srinivasan @ AIEngineeringCourse
Augment your LLM Using Retrieval Augmented Generation
NVIDIA Deep Learning InstituteCourse
AWS Certified AI Practitioner (AIF-C01)
Andrew BrownFreeCodeCampCourse
Building RAG Agents with LLMs
NVIDIA Deep Learning Institute FREE FOR A LIMITED TIMECourse
Community Computer Vision Course
Hugging FaceCourse
CS50’s Introduction to Artificial Intelligence with Python
Brian Yu, David J. MalanHarvard OpenCourseWare and edXCourse
Deep Reinforcement Learning Course
Hugging FaceCourse
Diffusion Course
Hugging FaceCourse
Elements of AI
University of Helsinki, ReaktorCourse
Have fun Staying Home And Learning AI - SHALA2020
IIT BOMBAYCourse
IBM AI Engineering Professional Certificate
Romeo Kienzler, Saeed Aghabozorgi, Joseph Santarcangelo, Alex Aklson et al.CourseraCourse
Intro to Claude AI
Shant DashjianScrimbaCourse
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
DeepLearning.aiCourseraCourse
LLM Course
Hugging FaceCourse
MCP Course
Hugging FaceCourse
MIT Deep Learning and Artificial Intelligence Lectures
Lex Fridman, et al.Course
MIT FUTURE OF AI 6.S087: Foundation Models & Generative AI
Rickard GabrielssonMIT OpenCourseWareCourse
MIT's Artificial Intelligence
Patrick Henry WinstonMIT OpenCourseWareCourse
NLP Course
Hugging FaceCourse
NYU Artificial Intelligence SP24
Alfredo Canziani, Ernest DavisCourse
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2019
Stanford OnlineCourse
Generative AI tutorial
GeeksforGeeksTutorial
101 Gen-AI Cheat Sheets
AnushkaMediumCheatsheet
AI is confusing — here’s your cheat sheet
Jay PetersCheatsheetHTML
What is Artificial Intelligence?
IntelligenceRebornCheatsheetHTML