Data Science & AI

5,002 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
Connect agents to MCP servers in Microsoft Copilot Studio (GitHub Copilot)
Connect an agent powered by the GitHub Copilot harness in Microsoft Copilot Studio to a Model Context Protocol (MCP)...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
AI Business Cases and ROI Models
Most AI initiatives are approved or rejected on the strength of a single document, and most of those documents fail...
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...
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
Datacamp
freemium course
Advanced NLP with spaCy (DataCamp)
DataCamp course on using spaCy to build advanced natural language understanding systems with rule-based and...
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
Udemy
paid course
A Beginner's Guide to the spaCy NLP Library
Paid Udemy course covering spaCy fundamentals: tokenization, sentence segmentation, and building interactive NLP pipelines.
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
edX
audit free course
Hec Montreal Ux Data Analysis
Ux Design
OpenStax
free book
Principles of Data Science
Computer Science Business Math
Wikibooks
free book
AI-Assisted Game Creation for Beginners
beginner
Pluralsight
paid course
How To Secure Cloud Infrastructure With Generative Ai
Cloud
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
Connect agents to Microsoft IQ in Microsoft Copilot Studio (GitHub Copilot)
Use Foundry IQ, Fabric IQ, and Work IQ to ground a Microsoft Copilot Studio agent powered by the GitHub Copilot...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
Identify and Prioritize AI Opportunities
Turn the open question "where should we use AI?" into a defensible, prioritized AI opportunity portfolio. You learn...
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 course
freeCodeCamp: Data Visualization
Free interactive certification curriculum: Data Visualization.
Programming Web Development
beginner
edX
audit free course
Inter American Development Bank Road Safety In The Caribbean Region Institutions And Data Management
Transportation
Wikibooks
free book
AI Art Application and Improvements Handbook
Pluralsight
paid course
Tensorflow Developer Certificate Exam Prep
Cloud
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
Build your first agent in Microsoft 365 Copilot Chat
Learn how to create a task-focused agent in Microsoft 365 Copilot Chat with clear instructions and relevant...
Microsoft 365 Copilot
beginner
Coursera
audit free course
Advanced Computer Vision with OpenCV for Smart Factories
The course “Advanced Computer Vision with OpenCV for Smart Factories” provides an in-depth exploration of advanced...
advanced
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
Healthcare ai won t work until you fix your data
Programming
edX
audit free course
Harvard University Mlops For Scaling Tinyml
Tinyml
Wikibooks
free book
AI Art Generation Handbook
Pluralsight
paid course
Dp 203 Secure Monitor And Optimize Data Storage And Processing
Cloud
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
Design and implement data pipelines with Azure Databricks
Learn how to design and implement robust data pipelines using Lakehouse architecture principles, medallion...
Azure Databricks
intermediate
Coursera
audit free course
Research & Intelligence Strategies
Build your foundation in secondary market research using Perplexity. In this course, you will learn to define...
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
How to build a reliable ai assistant with the claude api
Programming
edX
audit free course
Universita Degli Studi Di Napoli Federico Ii Nuove Tecnologie Digitali
Technology
Wikibooks
free book
A Basic Convolutional Coding Example
Pluralsight
paid course
Data Science Basics
Cloud
beginner
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
Boost productivity with Voice Access and Fluid Dictation on Copilot+ PCs
In this module, you learn how Voice Access and Fluid Dictation on Copilot+ PCs can help you boost productivity by...
Windows 11
intermediate
Coursera
audit free course
Trupeer MCP: From Knowledge Base to AI-Powered Workflows
Connect a Trupeer knowledge base to AI assistants and turn documented processes into workflows. You’ll learn how MCP...
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
How to work with d3 jss general update pattern 8adce8d55418
Programming
edX
audit free course
Rwth Aachen University An Introduction To Data Driven Supply Chain Resilience Management
Supply Chain Management
beginner
Wikibooks
free book
Analytic Combinatorics
advanced
Pluralsight
paid course
Microsoft Azure Ai Fundamentals Ai 900 Natural Language Processing Nlp Workloads On Azure
Cloud
beginner
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
Enhance a professional portrait using Relight in Microsoft Photos on a Copilot
In this module, you learn how Relight can help you enhance portrait photos by adjusting lighting sources while...
Windows 11
intermediate
Coursera
audit free course
AI Fluency for Builders
At Anthropic, we believe that empowering people with AI, and ensuring that AI makes safe contributions to society,...
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
Unlock the power of ai agents with the new claude certified developer foundations course
Programming
beginner
edX
audit free course
Microsoft Smart Factory Effectiveness With Power Bi
Supply Chain Management
Wikibooks
free book
Analytic Number Theory
Pluralsight
paid course
Google Certified Professional Data Engineer
Cloud
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
Build connected agent solutions in Microsoft Copilot Studio (GitHub Copilot)
Connect specialist agents to an agent powered by the GitHub Copilot harness, test delegation, and call a published...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
AI Fluency for pK-12 Train the Trainer
This course is the result of a partnership between Anthropic and the American Federation of Teachers (AFT), built by...
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
How ai coding assistants can help you debug without writing the code for you
Programming
edX
audit free course
International Supply Chain Education Alliance Iscea Certified Supply Chain Analyst Csca Exam
Supply Chain Management
Wikibooks
free book
Analytical Chemiluminescence
intermediate
Pluralsight
paid course
Azure Ai Engineer Associate Ai 102 Natural Language Processing Solutions
Cloud
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
Use standard dashboards in mPower Clinical Analytics
Learn how to use the standard dashboards in mPower Analytics to review clinical and operational performance data.
Industry Solutions Mscloud Healthcare
beginner
Coursera
audit free course
Claude AI for Work: Productivity, Writing & Automation
The future of work is not just about using AI tools but knowing how to apply them to solve real workplace...
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
Hands on evolution of deep learning geoffrey hinton s ai legacy
Programming
edX
audit free course
University Of Maryland Center For Environmental Science Storytelling With Data Using Socio Environmental Report Cards
Storytelling
Wikibooks
free book
Artificial Intelligence
Pluralsight
paid course
Microsoft Azure Ai Fundamentals Ai 900 Computer Vision Workloads On Azure
Cloud
beginner
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
Analyze search results in mPower Clinical Analytics
Learn how to use mPower Clinical Analytics to review search results, analyze clinical trends, and share insights.
Industry Solutions Mscloud Healthcare
beginner
Coursera
audit free course
Evaluating and Scaling LLMs
Moving a large language model (LLM) application from prototype to production requires measurable quality, the right...
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
How to build an ai chat app interface with the ai sdk
Programming
edX
audit free course
The University Of Maryland College Park Storytelling And Persuading Using Data And Digital Technologies
Storytelling
Wikibooks
free book
Artificial Neural Networks
Pluralsight
paid course
Generative Ai Foundations For Cloud
Cloud
beginner
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 course
Introduction to Microsoft AI models
Learn how Microsoft AI (MAI) models work and how to use them in your applications.
Microsoft Foundry Github Copilot Microsoft 365 Copilot
beginner
Coursera
audit free course
Deploy Your First Agent
Take your agents from localhost to production. This course teaches you to deploy ADK agents to Vertex AI Agent...
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
What is an agent harness
Programming
edX
audit free course
The International Monetary Fund Statistiques Des Comptes Nationaux
Statistics
Wikibooks
free book
Breaking the Mold: An Educational Perspective on Diffusion of Innovation
Pluralsight
paid course
Azure Ai Engineer Associate Ai 102 Azure Ai Fundamentals Planning And Management
Cloud
beginner
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
Use a Microsoft AI Code model for AI-assisted coding
Learn how Microsoft AI Code models support AI-assisted software development and how to use an MAI-Code model in coding tools.
Foundry Models
beginner
Coursera
audit free course
Build and Deploy Agents in Production
Explore the architecture and deployment of multi-agent systems using Google’s Agent Development Kit (ADK) and Google...
advanced
YouTube
free video
AI Luminaries
Stanford Online
A curated collection of videos featuring top experts in artificial intelligence.
freeCodeCamp
free article
Openai codex crash course
Programming
beginner
edX
audit free course
The International Monetary Fund Statistiques De La Balance Des Paiements Et De La Position Exterieure Globale
Statistics
Wikibooks
free book
Business Intelligence
Pluralsight
paid course
Etl And Elt Basics
Cloud
beginner
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
Perform advanced searches in mPower Clinical Analytics
Learn how to perform advanced searches in mPower to quickly find the information you need.
Industry Solutions Mscloud Healthcare
beginner
Coursera
audit free course
Manage Agent Memory and State
You've built basic LLM agents that respond to queries—now let's make them stateful. Use session state to build...
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
What a machine learning model is and how to make one
Programming
edX
audit free course
The International Monetary Fund Las Estadisticas De Cuentas Nacionales
Statistics
Wikibooks
free book
Cataloging and Classification
intermediate
Pluralsight
paid course
Azure Ai Engineer Associate Ai 102 Computer Vision Solutions
Cloud
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
Design multi-agent solutions in Microsoft Copilot Studio
Learn to design multi-agent solutions in Microsoft Copilot Studio. Decide when a solution needs more than one agent,...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
Add Agent Capabilities With Tools
You’ve built agents with advanced configuration—now give them real-world capabilities. Equip agents with tools that...
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
How to build an ai chatbot with gemini and vercel serverless functions
Programming
edX
audit free course
The International Monetary Fund Estadisticas De La Deuda Del Sector Publico
Statistics
Wikibooks
free book
Chatbots For Social Change
intermediate
Pluralsight
paid course
Big Data Fundamentals
Cloud
beginner
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
Refine and save searches in mPower Clinical Analytics
Learn how to refine and save searches in mPower Clinical Analytics to quickly find relevant clinical reports.
Industry Solutions Mscloud Healthcare
beginner
Coursera
audit free course
Optimize Agent Behavior
You’ve built your first agent—now it’s time to take it further. In this course, you’ll advance your skills by...
intermediate
YouTube
free video
Future of Artificial Intelligence
Stanford Online
freeCodeCamp
free article
How ai receptionists work the architecture behind ai phone agents
Programming
edX
audit free course
Tecnologico De Monterrey Introduccion A Ciencias De Datos Y Estadistica Basica Para Negocios
Statistics
Wikibooks
free book
Citizen Science
beginner