Data Science & AI – Browse Learning Resources

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

MIT OCW

free course

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

MIT OCW

free course

Introduction to Machine Learning

Prof. Leslie Kaelbling

This course introduces principles, algorithms, and applications of machine learning from the point of view of...

AI Algorithms and Data Structures Computer Science

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

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

MIT OCW

free course

Foundation Models and Generative AI

Rickard Gabrielsson

ChatGPT, Copilot, CLIP, Dall-E, Stable-Diffusion, AlphaFold, self-driving cars—is now the time that artificial...

AI Computer Science Data Science, Analytics & Computer Technology

intermediate

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

MIT OCW

free course

Introduction to Electrical Engineering and Computer Science I

Prof. Leslie Kaelbling

This course provides an integrated introduction to electrical engineering and computer science, taught using...

AI Computer Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

AI 101

Brandon Leshchinskiy

Machine vision. Data wrangling. Reinforcement learning. What do these terms even mean?...

AI Computer Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

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

MIT OCW

free course

Artificial Intelligence

Patrick Henry Winston

This course introduces students to the basic knowledge representation, problem solving, and learning methods of...

AI Algorithms and Data Structures Computer Science

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

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

MIT OCW

free course

FinTech: Shaping the Financial World

Prof. Gary Gensler

This course about financial technology, or FinTech, is for students wishing to explore the ways in which new...

AI Business & Management Computer Science

advanced

MIT OCW

free course

Introduction to Probability and Statistics

Dr. Jeremy Orloff

This course provides an elementary introduction to probability and statistics with applications. Topics include...

Mathematics Science & Math

intermediate

MIT OCW

free course

Mathematics of Machine Learning

Prof. Philippe Rigollet

Broadly speaking, Machine Learning refers to the automated identification of patterns in data. As such it has been a...

AI Algorithms and Data Structures Computer Science

advanced

MIT OCW

free course

Statistical Thinking and Data Analysis

Prof. Cynthia Rudin

This course is an introduction to statistical data analysis. Topics are chosen from applied probability, sampling,...

Computer Science Data Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Brains, Minds and Machines Summer Course

Prof. Tomaso Poggio

This course explores the problem of intelligence—its nature, how it is produced by the brain and how it could be...

AI Biology Biomedical Technologies

advanced

MIT OCW

free course

Machine Vision

Prof. Berthold Horn

This course is an introduction to the process of generating a symbolic description of the environment from an...

AI Computer Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Generative Artificial Intelligence in K–12 Education

Prof. Harold Abelson

The emergence of transformer architectures in 2017 triggered a breakthrough in machine learning that today lets...

AI Computer Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Visual Navigation for Autonomous Vehicles (VNAV)

Prof. Luca Carlone

This course covers the mathematical foundations and state-of-the-art implementations of algorithms for vision-based...

Aerospace Engineering AI Computer Science

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

MIT OCW

free course

Topics in Multiagent Learning

Prof. Gabriele Farina

While machine learning techniques have had significant success in single-agent settings, an increasingly large body...

AI Computer Science Data Science, Analytics & Computer Technology

advanced

MIT OCW

free course

Probability and Statistics in Engineering

Prof. Daniele Veneziano

This class covers quantitative analysis of uncertainty and risk for engineering applications. Fundamentals of...

Civil Engineering Engineering Mathematics

advanced

MIT OCW

free course

The Battlecode Programming Competition

Maxwell Mann

This course is conducted as an artificial intelligence programming contest in Java. Students work in teams to...

AI Art, Design & Architecture Computer Science

intermediate

MIT OCW

free course

Collaborative Data Science for Healthcare

Leo A. Celi

This course provides an introductory survey of data science tools in healthcare. It was created by members of...

AI Business & Management Computer Science

advanced

MIT OCW

free course

Medical Artificial Intelligence

Prof. Lucila Ohno-Machado

This course provides an intensive introduction to artificial intelligence and its applications to problems of...

AI Biological Engineering Biomedical Technologies

advanced

MIT OCW

free course

Minds and Machines

Prof. Alex Byrne

This course is an introduction to many of the central issues in a branch of philosophy called philosophy of mind.

AI Cognitive Science Computer Science

intermediate

MIT OCW

free course

Mathematical Statistics

Dr. Peter Kempthorne

This course provides students with decision theory, estimation, confidence intervals, and hypothesis testing. It...

Economics Mathematics Science & Math

advanced

MIT OCW

free course

Numerical Methods Applied to Chemical Engineering

Prof. William Green

Numerical methods for solving problems arising in heat and mass transfer, fluid mechanics, chemical reaction...

Chemical Engineering Computer Science Data Science

advanced

MIT OCW

free course

Advanced Natural Language Processing

Prof. Michael Collins

This course is a graduate introduction to natural language processing - the study of human language from a...

AI Cognitive Science Computer Science

advanced

MIT OCW

free course

Computing and Data Analysis for Environmental Applications

Prof. Dennis McLaughlin

This subject is a computer-oriented introduction to probability and data analysis. It is designed to give students...

Computer Science Data Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Robotic Manipulation

Prof. Russell Tedrake

Introduces the fundamental algorithmic approaches for creating robot systems that can autonomously manipulate...

AI Computer Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Topics in Mathematics of Data Science

Dr. Afonso Bandeira

This is a mostly self-contained research-oriented course designed for undergraduate students (but also extremely...

Computer Science Data Science Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Clinical Data Learning, Visualization, and Deployments

Marzyeh Ghassemi

HST.953 is a course about the practical considerations for operationalizing machine learning in healthcare settings....

AI Computer Science Data Science, Analytics & Computer Technology

advanced

MIT OCW

free course

Introduction to Neural Networks

Prof. Sebastian Seung

This course explores the organization of synaptic connectivity as the basis of neural computation and learning....

Biology Cognitive Science Science & Math

advanced

MIT OCW

free course

Prediction: Machine Learning and Statistics

Prof. Cynthia Rudin

Prediction is at the heart of almost every scientific discipline, and the study of generalization (that is,...

AI Algorithms and Data Structures Computer Science

advanced

MIT OCW

free course

Statistics for Applications

Prof. Philippe Rigollet

This course offers an in-depth the theoretical foundations for statistical methods that are useful in many...

Mathematics Science & Math

intermediate

MIT OCW

free course

Principles of Autonomy and Decision Making

Prof. Brian Charles Williams

This course surveys a variety of reasoning, optimization and decision making methodologies for creating highly...

AI Algorithms and Data Structures Business & Management

intermediate

MIT OCW

free course

Elliptic Curves

Andrew V. Sutherland

This course offers a computationally focused introduction to elliptic curves, emphasizing their deep connections to...

Computer Science Data Science, Analytics & Computer Technology Engineering

intermediate

MS Learn

free tutorial

License Microsoft 365 and AI services at scale

Assign Microsoft 365 licenses at scale, troubleshoot assignment issues, and distinguish product access, maker...

M365 M365 Admin Center Entra Id

intermediate

COU

Coursera

audit free course

AI in Practice: Challenges & Impact Assessment

Welcome to our MOOC on the legal and ethical goundations of AI in the real world, high-impacts sectors. This course...

COU

Coursera

audit free course

Re-Ranking, Multi-Task Learning & Generative RecSys

Ranking is not just about accurately scoring candidates. Production recommendation systems must balance competing...

MS Learn

free tutorial

Prepare an enterprise governance strategy for AI agents

In this module, you'll explore how AI agents change enterprise security and management requirements, and learn how...

Windows 11

beginner

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

MS Learn

free course

AI for Job Coaches in Supported Employment

Use AI to draft coaching materials without giving up professional judgment, employee choice, or privacy. Written for...

M365

beginner

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

COU

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...

COU

Coursera

audit free course

Design AI Transformation Roadmaps

Convert prioritized opportunities and an honest readiness picture into a phased, fundable plan. You learn to...

COU

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...

COU

Coursera

audit free course

The AI Transformation Advisor

Step into the AI transformation advisor's role and learn what makes advising on AI different from general consulting...

COU

Coursera

audit free course

Statistics for Civic Life III: Probability & Chance

In this course, you will build a foundation in probability and random variables and learn how these ideas are used...

MS Learn

free tutorial

Gain visibility into AI workloads with Windows Task Manager

In this module, you'll explore how Windows Task Manager provides visibility into AI workloads running on supported...

Windows 11

beginner

MS Learn

free tutorial

Frontier Firms: Scale AI responsibly and build trust

In this module, you'll learn how to evaluate and govern agentic AI deployments using a risk-based approach. Apply...

Windows 11

beginner

COU

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...

MS Learn

free tutorial

Empower educators to explore the potential of artificial intelligence

Educators learn to use AI, generative AI, and Microsoft tools to personalize learning, automate tasks, and provide...

Microsoft Edge Office Powerpoint Ms Copilot

beginner

MS Learn

free tutorial

Supported employment values as the foundation for AI use

Learn how AI can support job coaching by upholding dignity, self-determination, and workplace inclusion for...

Azure

beginner

MS Learn

free tutorial

AI basics for job coaches

Discover how job coaches can use AI to draft, organize, and refine workplace materials while ensuring accuracy,...

Azure

beginner

MS Learn

free tutorial

Using AI to develop coaching materials

Learn how AI can help job coaches organize, format, and simplify verified content while ensuring human-led discovery...

Azure

intermediate

MS Learn

free tutorial

Automate agent tasks with workflows in Microsoft Copilot Studio

Build and connect standalone workflows to agents in Microsoft Copilot Studio. Design input/output contracts, add or...

Microsoft Copilot Studio

intermediate

MS Learn

free tutorial

Ground and extend agents with knowledge, tools, and skills

Configure models and moderation, ground agents in approved information, connect external services, and create...

Microsoft Copilot Studio

intermediate

MS Learn

free tutorial

Analyze list data using data analysis mode in Business Central

Learn how to analyze list data by using data analysis mode in Dynamics 365 Business Central.

Dynamics 365 Dynamics Business Central

intermediate

COU

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...

intermediate

COU

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,...

COU

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...

COU

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...

MS Learn

free course

AI for people with intellectual and developmental disabilities

Learn what AI is and how to use Microsoft Copilot to write messages, plan your day, and stay safe online, while you...

M365

beginner

COU

Coursera

audit free course

Evaluating and Scaling LLMs

Moving a large language model (LLM) application from prototype to production requires measurable quality, the right...

COU

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...

intermediate

COU

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...

intermediate

COU

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

COU

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...

intermediate

COU

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

MS Learn

free tutorial

Use AI to plan your day

Learn how to use AI to create schedules, prioritize tasks, and manage your day effectively with personalized plans...

Office Office Add Ins Power Platform

beginner

MS Learn

free tutorial

What is Artificial Intelligence (AI)?

Learn what artificial intelligence is, how it works, and how tools like Microsoft Copilot can help with everyday...

Power Platform Ai Builder Azure

beginner

MS Learn

free tutorial

How AI can help with work and school

Discover how AI tools like Microsoft Copilot can help you organize tasks, create checklists, and write messages for...

Office Exchange Office Exchange Online Office Sp

beginner

MS Learn

free tutorial

Use AI safely

Learn how to use AI safely by protecting private information, identifying scams, and verifying AI responses before...

Power Platform Ai Builder Azure

beginner

MS Learn

free tutorial

Use AI to communicate

Learn how to use AI tools like Microsoft Copilot to create clear, concise, and professional messages for work,...

Ai Builder Azure Openai Power Platform

beginner

MS Learn

free tutorial

Choose how to use AI

Learn how to decide when to use AI, combine it with other supports, and stay in control of your choices to achieve...

Power Platform Power Apps Azure

beginner

COU

Coursera

audit free course

AI for Cybersecurity: Threat Detection & Incident Response

AI is rapidly reshaping how security teams detect threats, investigate incidents, and run modern Security Operations...

COU

Coursera

audit free course

AI-Powered Deepfake Detection: Image, Video & Audio

This course provides a comprehensive, enterprise-focused introduction to deepfake detection, digital content...

intermediate

MS Learn

free tutorial

Get ready for AI in education with Microsoft

Equip your institution for AI with secure data management, AI readiness, and empowering educators for personalized learning.

M365 Education Ms Copilot

beginner

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

MS Learn

free course

Delegate work with AI

This learning path shows you how to delegate multistep work to Copilot Cowork, apply it to your everyday workflows,...

Microsoft 365 Copilot M365 M365 Apps

beginner

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

COU

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,...

intermediate

COU

Coursera

audit free course

Vector Embeddings Fundamentals

This course explores the foundations of vectors and embeddings for representing text numerically and building...

intermediate

MS Learn

free tutorial

Explore how Microsoft Copilot Chat works

This module introduces Microsoft Copilot Chat as a secure, AI-powered assistant that boosts productivity by applying...

Ms Copilot

beginner

COU

Coursera

audit free course

AI agents and creator tools for Operations professionals

Welcome to the “AI agents and creator tools for HR professionals” — the final step in your AI learning journey. This...

COU

Coursera

audit free course

Geospatial Data Engineering

This course introduces foundational concepts in geospatial data organization, processing, and management using free...

COU

Coursera

audit free course

Inspiring Deep Learning with Metacognition

This course covers metacognitive theory and practical strategies for secondary educators. It focuses on techniques...

COU

Coursera

audit free course

Course 5: Agent Evaluation & Testing

Course 5: Agent Observability, Evaluation, and Quality...

intermediate

COU

Coursera

audit free course

Course 2: Basic Agentic AI Concepts

Course 2: Basic Agentic AI Concepts ----------------------------------- What you will learn ------------------- ...

COU

Coursera

audit free course

Measure AI Value and Scaling Transformation

Boards increasingly demand proof that AI is working, yet few organizations can measure it well. This IBM course...

COU

Coursera

audit free course

AI Operating Models and Organizational Design

Scaling AI is about organizational design as much as technology. This IBM course helps you structure the teams,...

COU

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....

advanced

COU

Coursera

audit free course

Claude AI for Content Creation and Marketing

What if you could turn one idea into articles, social posts, scripts, emails, & campaigns with less effort? This...

COU

Coursera

audit free course

Navigating AI Regulations: EU, NIST, ISO & Frameworks

In this course, you will explore AI regulations with a focus on key frameworks such as EU Acts, NIST, and ISO...

COU

Coursera

audit free course

Jarvis GPT Project

Transform your Raspberry Pi into an AI-powered assistant with this practical course. From hardware setup to...

advanced

COU

Coursera

audit free course

Responsible AI Governance & Ethics Essentials

This course provides an in-depth understanding of AI ethics, governance, and the critical challenges in responsible...

COU

Coursera

audit free course

The Future of Computing - Quantum and AI Essentials

Dive into the revolutionary world of quantum computing and its fusion with AI. Explore quantum mechanics,...

COU

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...

COU

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...

COU

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

COU

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,...

intermediate

COU

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...

MS Learn

free tutorial

Monitor and optimize Microsoft 365 AI services

Learn why Microsoft 365 offers several Microsoft Copilot and agent report sources, choose the right one for a given...

M365 M365 Admin Center

intermediate

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

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

MS Learn

free course

Manage and secure Microsoft 365 AI services

Roll out, secure, and monitor Microsoft Copilot and agents across a growing tenant—enable Copilot safely, establish...

M365 Entra Id Agent 365

intermediate

MS Learn

free course

Introduction to building AI agents

Explore how AI agents work, tour Microsoft's agent development platform — including Copilot Studio, Microsoft...

Azure Microsoft 365 Copilot Microsoft Copilot Studio

beginner

MS Learn

free course

Build foundational generative AI skills

This course teaches learners the fundamentals of generative AI and responsible AI, then guides them through getting...

Microsoft 365 Copilot Chat

beginner

MS Learn

free course

Enhance business workflows with AI

This learning path enables students to use Microsoft Copilot to draft and refine business content, analyze and...

M365 Office 365 Office Excel

beginner

MS Learn

free tutorial

Orchestrate processes and data movement with Microsoft Fabric

Use Data Factory pipelines in Microsoft Fabric

Fabric

beginner

MS Learn

free course

Operationalize machine learning models (MLOps)

Learn how to design, train, optimize, automate, deploy, and monitor machine learning models with Azure Machine...

Azure Machine Learning Github

intermediate

MS Learn

free course

Dragon Copilot AI Ambassador - Ambassador level

Learn how to guide others in using Dragon Copilot effectively and support AI-assisted clinical documentation workflows.

Mscloud Healthcare

intermediate

MS Learn

free course

Dragon Copilot AI Ambassador - Champion level

Learn how to use Dragon Copilot to capture, review, and refine clinical documentation using ambient recording,...

Mscloud Healthcare

beginner

MS Learn

free tutorial

Build effective generative AI solutions in your organization

Discover how to make generative AI work for your organization. Learn the essential elements of building reliable,...

Microsoft 365 Copilot Azure Machine Learning Microsoft Foundry

beginner

MS Learn

free tutorial

Configure AI for case management in Dynamics 365 Customer Service

Learn how to help representatives understand case context, handle incoming email, prepare customer communications,...

Dynamics 365 Dynamics Customer Service Ms Copilot

intermediate

MS Learn

free course

Integrate backend services for AI solutions

Learn how to integrate backend services for AI solutions on Azure.

Azure Service Bus Azure Event Grid Azure Functions

intermediate