Data Science & AI

4,888 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
Embark on your AI journey with free AI tools from Microsoft Education
This module is designed to introduce educators to the powerful AI tools that Microsoft offers to educators and...
Microsoft Edge Office Teams Minecraft
beginner
Coursera
audit free course
Lakehouse Data Pipelines with Spark and dbt
Build practical expertise in modern batch data engineering using Apache Spark, PySpark, dbt Core, Apache Airflow,...
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
Prepare to use generative AI at work
Learn how generative AI creates content, how to use AI responsibly, and how Microsoft Copilot modes support...
Microsoft 365 Copilot
beginner
Coursera
audit free course
Vector Embeddings Fundamentals
This course explores the foundations of vectors and embeddings for representing text numerically and building...
beginner
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
Manage Copilot costs as an administrator
Manage and optimize costs for Microsoft Copilot as an administrator. Learn what drives Copilot Credit consumption,...
M365 M365 Admin Center
intermediate
Coursera
audit free course
Inspiring Deep Learning with Metacognition
This course covers metacognitive theory and practical strategies for secondary educators. It focuses on techniques...
freeCodeCamp
free article
How to work with d3 jss general update pattern 8adce8d55418
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
Manage usage and cost for agents in Microsoft Copilot Studio
Learn how billing works for agents built on the GitHub Copilot harness in Microsoft Copilot Studio, which design and...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
Course 2: Basic Agentic AI Concepts
Course 2: Basic Agentic AI Concepts ----------------------------------- What you will learn ------------------- ...
freeCodeCamp
free article
Unlock the power of ai agents with the new claude certified developer foundations course
Programming
beginner
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
Use Copilot wisely - balancing usage, cost, and value
Learn how to manage consumption-based Copilot usage by selecting the right context, capabilities, and models for...
Microsoft 365 Copilot Microsoft 365 Copilot Chat
intermediate
Coursera
audit free course
Scale and Professionalize AI-Built Projects
This course teaches you to take AI-assisted projects from working prototypes to production-ready, team-ready work....
freeCodeCamp
free article
How ai coding assistants can help you debug without writing the code for you
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 course
Dragon Copilot for practice managers
Learn how practice managers can support successful Dragon Copilot implementation and adoption.
Mscloud Healthcare
intermediate
Coursera
audit free course
Jarvis GPT Project
Transform your Raspberry Pi into an AI-powered assistant with this practical course. From hardware setup to...
freeCodeCamp
free article
Hands on evolution of deep learning geoffrey hinton s ai legacy
Programming
edX
audit free course
International Supply Chain Education Alliance Iscea Certified Supply Chain Analyst Csca Exam
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
Evaluate, publish, and manage agents in Microsoft Copilot Studio
Evaluate agent quality with repeatable test sets, use monitoring data to identify runtime issues, publish agents to...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
Advance Power BI DAX
Build advanced analytical models using Power BI and DAX. Learn to create dynamic calculations, optimize data models,...
freeCodeCamp
free article
How to build an ai chat app interface with the ai sdk
Programming
edX
audit free course
University Of Maryland Center For Environmental Science Storytelling With Data Using Socio Environmental Report Cards
Storytelling
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
Ground and extend agents with knowledge, tools, and skills
Ground agents in approved information, connect them to external services, and add reusable skills in Microsoft...
Microsoft Copilot Studio
intermediate
Coursera
audit free course
Claude AI for Product Managers - From Strategy to Execution
This course provides product managers with practical skills to integrate Claude AI into their workflow. Learn to...
freeCodeCamp
free article
What is an agent harness
Programming
edX
audit free course
The University Of Maryland College Park Storytelling And Persuading Using Data And Digital Technologies
Storytelling
Wikibooks
free book
Art And AI
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 course
Configure AI and the service representative experience
Learn how to configure governed AI assistance, tailor representative workspaces, automate repetitive tasks, and...
Dynamics 365 Dynamics Customer Service Ms Copilot
intermediate
Coursera
audit free course
Notion AI - Workflows, Prompts & Smart Templates
Discover how to use Notion AI to streamline workflows and optimize productivity. Master advanced strategies and...
freeCodeCamp
free article
Openai codex crash course
Programming
beginner
edX
audit free course
The International Monetary Fund Statistiques Des Comptes Nationaux
Statistics
Wikibooks
free book
Artificial Intelligence
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 tutorial
Analyze Dynamics 365 Customer Service with reports and dashboards
Learn how to turn Customer Service data into actionable operational insight with views, charts, dashboards,...
Dynamics 365 Dynamics Customer Service
intermediate
Coursera
audit free course
Data Visualization and Advanced Pandas Techniques
Transform your data analysis with advanced pandas features and compelling visualizations. Learn to present insights...
advanced
freeCodeCamp
free article
What a machine learning model is and how to make one
Programming
edX
audit free course
The International Monetary Fund Statistiques De La Balance Des Paiements Et De La Position Exterieure Globale
Statistics
Wikibooks
free book
Artificial Neural Networks
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
Curate and control agents with the Agent Registry and Agent 365 tools
Govern what agents can invoke using Agent 365 tools, including MCP servers, and curate the ongoing agent estate...
M365 M365 Admin Center
advanced
Coursera
audit free course
Project Management Basics - From Zero to Confident
This course equips you with essential project management skills, covering project initiation, planning, team...
beginner
freeCodeCamp
free article
How to build an ai chatbot with gemini and vercel serverless functions
Programming
edX
audit free course
The International Monetary Fund Las Estadisticas De Cuentas Nacionales
Statistics
Wikibooks
free book
Breaking the Mold: An Educational Perspective on Diffusion of Innovation
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 course
Introduction to Microsoft AI models
Learn how Microsoft AI (MAI) models work and how to use them in your applications.
Microsoft Foundry
beginner
Coursera
audit free course
Intermediate Data Manipulation and Analysis with Pandas
Advance your data analysis skills by exploring powerful pandas techniques for data extraction, text processing,...
freeCodeCamp
free article
How ai receptionists work the architecture behind ai phone agents
Programming
edX
audit free course
The International Monetary Fund Estadisticas De La Deuda Del Sector Publico
Statistics
Wikibooks
free book
Business Intelligence
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
Organize data with collections
Learn how to organize related data in Python using lists and dictionaries, and choose the right structure for the job.
Vs Code
beginner
Coursera
audit free course
Data Science - Supervised Machine Learning in Python
This course covers the core concepts of supervised machine learning using Python. You will learn the most popular...
freeCodeCamp
free article
How ai is breaking traditional patch management
Programming
edX
audit free course
Tecnologico De Monterrey Introduccion A Ciencias De Datos Y Estadistica Basica Para Negocios
Statistics
Wikibooks
free book
Cataloging and Classification
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
Get started with Microsoft AI models in Foundry
Discover, evaluate, and use Microsoft AI models in Microsoft Foundry.
Foundry Models
beginner
Coursera
audit free course
Master Claude Cowork: Plugins And Automation
Learn how to use Claude Cowork to automate workflows and boost productivity. Explore plugins, sub-agents, and...
freeCodeCamp
free article
Agentic ai engineering in practice how to build with claude code codex and gemini
Programming
edX
audit free course
University Of Alaska Fairbanks Sport Analytics Data Driven Decision Making
Sports Business
Wikibooks
free book
Chatbots For Social Change
intermediate
Pluralsight
paid course
Microsoft Azure Ai Fundamentals Ai 900 Generative Ai Workloads On Azure
Cloud
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
Extend declarative agents with prompt tools in Copilot Studio
Customize your declarative agent's generative responses by extending your agent with prompt tools. Craft custom...
Microsoft 365 Copilot Microsoft 365 Copilot Chat Microsoft Copilot Studio
intermediate
Coursera
audit free course
Building a Traffic Volume Predictor
In this code-along, we'll build a neural network to predict traffic volume on a Minnesota highway. Traffic patterns...
freeCodeCamp
free article
How to build ai systems that know when they don t know
Programming
edX
audit free course
Leoron Institute Qyd Ltgyyr Lsmt Lryysy Llqyd Ldhk Ljtm Y Wdynmykyt Frq L Ml
Social Science
Wikibooks
free book
Citizen Science
beginner
Pluralsight
paid course
Aws Certified Machine Learning Specialty Mls C01 Exploratory Data Analysis
Cloud
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 course
Create agents with the GitHub Copilot harness in Microsoft Copilot Studio
Create and extend agents powered by the GitHub Copilot harness in Microsoft Copilot Studio.
Microsoft Copilot Studio
intermediate
Coursera
audit free course
Getting Started with Apple Foundation Models
This course introduces the key components of Apple Intelligence Foundation Models and walks you through building...
beginner
freeCodeCamp
free article
How ai chips are made
Programming
edX
audit free course
Queens University Sales Enablement Analytics
Sales
Wikibooks
free book
Clock and Data Recovery
advanced