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Data Science & AI

1,005 resources — showing top 120

MIT OCW
free course
Deep Learning
Prof. Phillip Isola
This course covers the fundamentals of deep learning, including both theory and applications. Topics include neural...
AI Computer Science Data Science, Analytics & Computer Technology
intermediate
MS Learn
free tutorial
Write effective prompts to achieve optimal results
Learn how to write clear, effective prompts for Microsoft Copilot Chat by using four prompt elements, applying best...
Ms Copilot
beginner
YouTube
free video
The Math/AI Crisis
Numberphile
Discussing the AI events of 2026, including Navier-Stokes and the Proof Dump of October 2026
Anthropic
free docs
Claude Code Docs — Overview
Official documentation for Claude Code, Anthropic's agentic coding tool: setup, CLAUDE.md, hooks, sub-agents, MCP...
Claude Code AI Coding Agents Developer Tools
intermediate
freeCodeCamp
free article
The Claude Code Handbook: A Professional Introduction to Building with AI-Assisted Development
A practical walkthrough of Claude Code covering MCP server integration (including the Filesystem MCP server) and...
Claude Code AI Coding Agents MCP
intermediate
Claudelog
free docs
ClaudeLog — Claude Code Docs, Guides, Tutorials & Best Practices
Community-maintained collection of Claude Code guides, best practices, and advanced usage tutorials.
Claude Code AI Coding Agents Best Practices
advanced
Github
free docs
Claude Code Ultimate Guide (agentic workflows, hooks, skills, MCP servers)
A comprehensive open-source guide covering production templates, custom personas, hooks, skills, and a structured...
Claude Code AI Coding Agents Hooks
advanced
Spacy
free course
Advanced NLP with spaCy
Ines Montani
The official free interactive spaCy course: 55 exercises covering rule-based matching and machine-learning...
spaCy NLP Python
intermediate
Realpython
free tutorial
Natural Language Processing With spaCy in Python
A free step-by-step Real Python tutorial covering spaCy fundamentals for natural language processing in Python.
spaCy NLP Python
beginner
Khan Academy
free course
AI for education
Khan Academy believes that AI and Large Language Models hold the potential to transform education. By providing...
College & Career
OpenStax
free book
Principles of Data Science
Computer Science Business Math
Wikibooks
free book
AI-Assisted Game Creation for Beginners
beginner
MIT OCW
free course
Hands-On Deep Learning
Prof. Rama Ramakrishnan
This is a fast-paced introduction to deep learning with an emphasis on developing a practical understanding of how...
AI Business & Management Computer Science
advanced
MS Learn
free tutorial
Use AI responsibly with Microsoft Foundry Content Safety
As the amount of user-generated online content increases, so does the need to ensure harmful material is moderated...
Foundry Tools
intermediate
YouTube
free video
Stanford CS229 Machine Learning | Spring 2026
Stanford Online
This playlist features lectures from the Stanford graduate course CS229 Machine Learning. The course provides a...
freeCodeCamp
free course
freeCodeCamp: Data Visualization
Free interactive certification curriculum: Data Visualization.
Programming Web Development
beginner
Wikibooks
free book
AI Art Application and Improvements Handbook
MIT OCW
free course text only
Machine Learning
Rohit Singh
6.867 is an introductory course on machine learning which gives an overview of many concepts, techniques, and...
AI Algorithms and Data Structures Cognitive Science
advanced
MS Learn
free tutorial
Generate images with AI
Use models in Microsoft Foundry to generate images
Microsoft Foundry Azure Openai
intermediate
YouTube
free video
CS329A Self-Improving AI Agents
Stanford Online
This playlist contains video recordings of Stanford's graduate-level CS329A course. It covers the latest techniques...
freeCodeCamp
free article
How to give ai agent safe access internal api mcp
Programming
Wikibooks
free book
AI Art Generation Handbook
MIT OCW
free course
The Analytics Edge
Prof. Dimitris Bertsimas
This course presents real-world examples in which quantitative methods provide a significant competitive edge that...
Business & Management Management Mathematics
advanced
MS Learn
free tutorial
Integrate custom tools into your agent
Learn how to build an agent with custom tools using the Microsoft Foundry Agent Service.
Microsoft Foundry Foundry Agent Service
intermediate
YouTube
free video
Stanford Online AI Programs Top Questions
Stanford Online
Choosing an AI program at Stanford Online? Start here. Get answers to the most frequently asked questions about...
freeCodeCamp
free article
How to stop an ai agent from inventing nigerian postcodes
Programming
Wikibooks
free book
A Basic Convolutional Coding Example
MIT OCW
free course
Poker Theory and Analytics
Kevin Desmond
This course takes a broad-based look at poker theory and applications of poker analytics to investment management...
Business & Management Management Mathematics
advanced
MS Learn
free tutorial
Develop a text analysis agent with the Azure Language MCP server
Learn how to build an AI agent that uses the Azure Language MCP server to perform text analysis tasks like language...
Language Service Microsoft Foundry Foundry Agent Service
intermediate
YouTube
free video
Stanford CME296: Diffusion & Large Vision Models
Stanford Online
This course explores diffusion-based generative models for vision. You will study the foundations of diffusion,...
freeCodeCamp
free article
Create scalable ai automations with n8n
Programming
Wikibooks
free book
Analytic Combinatorics
advanced
MIT OCW
free course text only
Medical Decision Support
Prof. Lucila Ohno-Machado
This course presents the main concepts of decision analysis, artificial intelligence, and predictive model...
AI Biological Engineering Biomedical Technologies
advanced
MS Learn
free tutorial
Develop a generative AI chat app with Microsoft Foundry
Use Microsoft Foundry to develop generative AI chat applications with projects and the Responses API.
Microsoft Foundry
beginner
YouTube
free video
Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2025
Stanford Online
The goal of artificial intelligence (AI) is to tackle complex real-world problems with rigorous mathematical tools....
freeCodeCamp
free article
Build and train a 25m parameter llm from scratch on your cpu
Programming
Wikibooks
free book
Analytic Number Theory
MIT OCW
free course text only
Functional Magnetic Resonance Imaging: Data Acquisition and Analysis
Dr. Randy Gollub
This team-taught multidisciplinary course provides information relevant to the conduct and interpretation of human...
Biomedical Technologies Chemistry Electrical Engineering
advanced
MS Learn
free tutorial
Develop a speech agent with the Azure Speech MCP server
Learn how to build an AI agent that uses the Azure Speech MCP server to perform speech-to-text and text-to-speech tasks.
Microsoft Foundry Azure Speech
intermediate
YouTube
free video
MIT 6.7960 Deep Learning, Fall 2024
MIT OpenCourseWare
Instructors: Phillip Isola, Sara Beery, Dr. Jeremy Bernstein View the complete course:...
freeCodeCamp
free article
How to break the ai coding agent fix loop
Programming
Wikibooks
free book
Analytical Chemiluminescence
intermediate
MIT OCW
free course text only
Social Visualization
Prof. Judith Donath
Millions of people are on-line today and the number is rapidly growing - yet this virtual crowd is often invisible....
Anthropology Art, Design & Architecture Computer Science
advanced
MS Learn
free tutorial
Select, deploy, and evaluate Microsoft Foundry models
Explore how to select appropriate models from the model catalog using benchmarks, deploy them to endpoints, and...
Microsoft Foundry
intermediate
YouTube
free video
Maximum Likelihood
StatQuest with Josh Starmer
All the videos about Maximum Likelihood in one neat and tidy place.
intermediate
freeCodeCamp
free article
Claude code in a docker sandbox
Programming
Wikibooks
free book
Artificial Intelligence
MIT OCW
free course text only
Advanced Analytic Methods in Science and Engineering
Prof. Hung Cheng
Advanced Analytic Methods in Science and Engineering is a comprehensive treatment of the advanced methods of applied...
Mathematics Science & Math
advanced
MS Learn
free tutorial
Implement a responsible generative AI solution in Microsoft Foundry
A practical approach to implementing generative AI responsibly, and exploring guardrails in AI Foundry portal.
Microsoft Foundry
intermediate
YouTube
free video
Stanford CS224R Deep Reinforcement Learning
Stanford Online
Humans, animals, and robots must make decisions and take actions in the world. Their choices impact the environment...
freeCodeCamp
free article
How to encrypt pii in data pipelines while keeping it searchable
Programming
Wikibooks
free book
Artificial Neural Networks
MIT OCW
free course text only
Magnetic Resonance Analytic, Biochemical, and Imaging Techniques
Prof. Bruce Rosen
This course is an introduction to basic NMR theory. Examples of biochemical data obtained using NMR are summarized...
Biology Biomedical Technologies Chemistry
advanced
MS Learn
free tutorial
Optimize generative AI model performance with Microsoft Foundry
Explore complementary strategies to optimize generative AI model performance, including prompt engineering, system...
Microsoft Foundry
intermediate
YouTube
free video
Stanford CME295: Transformers and Large Language Models I Autumn 2025
Stanford Online
This course explores the world of Transformers and Large Language Models (LLMs). You will learn the evolution of NLP...
freeCodeCamp
free article
Ai email deliverability explained
Programming
Wikibooks
free book
Breaking the Mold: An Educational Perspective on Diffusion of Innovation
MIT OCW
free course text only
Random Walks and Diffusion
Prof. Martin Bazant
This graduate-level subject explores various mathematical aspects of (discrete) random walks and (continuum)...
Chemical Engineering Engineering Mathematics
advanced
MS Learn
free tutorial
Implement best practices to empower AI agent efficiency and ensure long-term success
Learn how to implement best practices for AI agent workloads by leveraging frameworks like AI Center of Excellence,...
Microsoft Foundry Foundry Tools Azure Openai
intermediate
YouTube
free video
Stanford CS230: Deep Learning I Autumn 2025
Stanford Online
Deep Learning is one of the most highly sought after skills in AI. In this course, you will learn the foundations of...
freeCodeCamp
free article
Healthcare ai won t work until you fix your data
Programming
Wikibooks
free book
Business Intelligence
MIT OCW
free course text only
Revitalizing Urban Main Streets: St. Claude Avenue, New Orleans
Prof. Karl Seidman
This course focuses on the physical and economic renewal of urban neighborhood Main Streets by combining classroom...
Architecture Art, Design & Architecture Environmental Design
advanced
MS Learn
free tutorial
Equip and support learners with AI tools from Microsoft
Help learners discover, interact, and create with AI and generative AI tools like Copilot including responsible use...
Microsoft Edge Ms Copilot Makecode
beginner
YouTube
free video
AI Luminaries
Stanford Online
A curated collection of videos featuring top experts in artificial intelligence.
freeCodeCamp
free article
How to build a reliable ai assistant with the claude api
Programming
Wikibooks
free book
Cataloging and Classification
intermediate
MIT OCW
free course
Data Analysis for Social Scientists
Prof. Esther Duflo
This course introduces methods for harnessing data to answer questions of cultural, social, economic, and...
Economics Mathematics Science & Math
advanced
MS Learn
free tutorial
Scale how you work by creating AI agents
This module explores how business users with no technical or programming experience can create AI agents in...
Microsoft 365 Copilot Microsoft 365 Copilot Chat
intermediate
YouTube
free video
Stanford CS329H: Machine Learning from Human Preferences I Autumn 2024
Stanford Online
Machine learning from human preferences investigates mechanisms for capturing human and societal preferences and...
freeCodeCamp
free article
How to work with d3 jss general update pattern 8adce8d55418
Programming
Wikibooks
free book
Chatbots For Social Change
intermediate
MIT OCW
free course text only
Analytics of Finance
Prof. Leonid Kogan
This course covers the key quantitative methods of finance: financial econometrics and statistical inference for...
Business & Management Economics Finance & Accounting
advanced
MS Learn
free tutorial
Turn information into decisions with AI agents
Learn how to use AI agents including the Researcher, Analyst, and Idea Coach agents in Microsoft Copilot to gather...
Microsoft 365 Copilot
beginner
YouTube
free video
Transformers
Stanford Online
Dive into the intriguing world of AI Transformers with this curated YouTube playlist. Featuring expert insights,...
freeCodeCamp
free article
Unlock the power of ai agents with the new claude certified developer foundations course
Programming
beginner
Wikibooks
free book
Citizen Science
beginner
MIT OCW
free course
Machine Learning for Healthcare
Prof. Peter Szolovits
This course introduces students to machine learning in healthcare, including the nature of clinical data and the use...
AI Computer Science Data Science, Analytics & Computer Technology
advanced
MS Learn
free tutorial
Understand AI agents and prompting
Learn about what AI Agents are and when to use them in every day tasks. Understand how to optimize your prompt to...
Microsoft 365 Copilot
beginner
YouTube
free video
Future of Artificial Intelligence
Stanford Online
freeCodeCamp
free article
How ai coding assistants can help you debug without writing the code for you
Programming
Wikibooks
free book
Clock and Data Recovery
advanced
MIT OCW
free course
Advances in Computer Vision
Prof. Vincent Sitzmann
This course dives into advanced concepts in computer vision. A first focus is geometry in computer vision, including...
AI Computer Science Data Science, Analytics & Computer Technology
advanced
MS Learn
free tutorial
Configure a semantic model
Semantic models organize complex data into an intuitive structure, enhancing data visualization and enabling...
Power Bi Fabric
intermediate
YouTube
free video
Large Language Models (LLMs)
Stanford Online
Explore the cutting-edge realm of Large Language Models (LLMs) with this expertly curated YouTube playlist....
freeCodeCamp
free article
Hands on evolution of deep learning geoffrey hinton s ai legacy
Programming
Wikibooks
free book
Computer Go
intermediate
MIT OCW
free course text only
Data Mining
Prof. Nitin Patel
Data that has relevance for managerial decisions is accumulating at an incredible rate due to a host of...
Business & Management Computer Science Data Science
advanced
MS Learn
free tutorial
Enhance Power BI report designs for the user experience
Design reports with intuitive navigation, interactive features, and built-in assistance that enable users to explore...
Power Bi
intermediate
YouTube
free video
Stanford CS231N Deep Learning for Computer Vision I 2025
Stanford Online
XCS231N Deep Learning for Computer Vision, the professional education version of the graduate course CS231N Deep...
freeCodeCamp
free article
How to build an ai chat app interface with the ai sdk
Programming
Wikibooks
free book
Conversational bots
MIT OCW
free course
Machine Learning for Inverse Graphics
Prof. Vincent Sitzmann
This course covers fundamental and advanced techniques in this field at the intersection of computer vision,...
AI Computer Science Data Science, Analytics & Computer Technology
advanced
MS Learn
free tutorial
Explore fundamentals of real-time analytics
Learn about the basics of stream processing, and the services in Microsoft Azure that you can use to implement...
Azure Fabric Azure Databricks
beginner
YouTube
free video
Agentic AI
Stanford Online
Dive into the fascinating world of Agentic AI with this curated YouTube playlist. This playlist features expert...
freeCodeCamp
free article
What is an agent harness
Programming
Wikibooks
free book
DChip
intermediate
MIT OCW
free course text only
Communicating With Data
Prof. John Carroll
Communicating With Data has a distinctive structure and content, combining fundamental quantitative techniques of...
Business & Management Communication Computer Science
advanced
MS Learn
free tutorial
Explore fundamentals of large-scale analytics
Organizations use analytics platforms to build large scale data analytics solutions that generate insights and drive...
Azure Azure Data Factory Azure Databricks
beginner
YouTube
free video
Anthropic
Fireship
intermediate
freeCodeCamp
free article
Openai codex crash course
Programming
beginner
Wikibooks
free book
Dashboard Architecture
MIT OCW
free course
Pattern Recognition for Machine Vision
Dr. Bernd Heisele
The applications of pattern recognition techniques to problems of machine vision is the main focus for this course....
AI Cognitive Science Computer Science
advanced
MS Learn
free tutorial
Explore data roles and services
This content is a part of Explore data roles and services.
Azure Fabric Power Bi
beginner
YouTube
free video
OpenAi
Fireship
freeCodeCamp
free article
What a machine learning model is and how to make one
Programming
Wikibooks
free book
Data Analysis in Astronomy
MIT OCW
free course text only
How to AI (Almost) Anything
Prof. Paul Liang
Artificial Intelligence (AI) holds great promise as a technology to enhance digital productivity, physical...
AI Computer Science Data Science, Analytics & Computer Technology
advanced
MS Learn
free tutorial
Explore core data concepts
This content is a part of Explore core data concepts.
Azure Fabric Power Bi
beginner
YouTube
free video
Stanford CS336 Language Modeling from Scratch I 2025
Stanford Online
Language models serve as the cornerstone of modern natural language processing (NLP) applications and open up a new...
freeCodeCamp
free article
How to build an ai chatbot with gemini and vercel serverless functions
Programming
Wikibooks
free book
Data Compression
intermediate
MIT OCW
free course
Mathematics of Big Data and Machine Learning
Dr. Jeremy Kepner
This course introduces the Dynamic Distributed Dimensional Data Model (D4M), a breakthrough in computer programming...
Business & Management Computer Science Data Science
intermediate
MS Learn
free tutorial
Explore fundamental relational data concepts
This content is a part of Explore fundamental relational data concepts.
Azure Azure Sql Database
beginner
YouTube
free video
AI In Healthcare with Stanford professors Matt Lungren and Justin Norden
Stanford Online
Join Stanford professors Matt Lungren and Justin Norden as they explore the impacts and applications of AI in...
freeCodeCamp
free article
How ai receptionists work the architecture behind ai phone agents
Programming
Wikibooks
free book
Data Management in Bioinformatics
MIT OCW
free course
Introduction to Deep Learning
Alexander Amini
This is MIT’s introductory course on deep learning methods with applications to computer vision, natural language...
AI Computer Science Data Science, Analytics & Computer Technology
intermediate
MS Learn
free tutorial
Explore fundamentals of data visualization
Learn the fundamental principles of analytical data modeling and data visualization, using Microsoft Power BI as a...
Azure Power Bi Fabric
beginner
YouTube
free video
Stanford CS224N Natural Language Processing with Deep Learning I Spring 2024 I Professor Christopher Manning
Stanford Online
Natural language processing (NLP) or computational linguistics is one of the most important technologies of the...