Data Science & AI

526 resources — showing top 120

MIT OCW
free course
Ethics of AI Bias
Prof. Bernhardt Trout
This video aims to delve into the human problems brought out by issues in artificial intelligence, specifically with...
Philosophy Computer Science Engineering
beginner
MIT OCW
free course
Media Literacy in the Age of Deepfakes
Prof. Joshua Glick
Media Literacy in the Age of Deepfakes aims to equip students with the critical skills to better understand the past...
Media Studies Computer Science Art, Design & Architecture
beginner
MIT OCW
free course
Brave New Planet
Prof. Eric Lander
Utopia or dystopia? It’s up to us. In the 21st century, powerful technologies have been appearing at a breathtaking...
Energy Philosophy Climate Science
beginner
MS Learn
free tutorial
Drive business value with AI using Microsoft Foundry Tools
Learn how to use Microsoft Foundry Tools to drive business value.
Microsoft Foundry Foundry Agent Service
beginner
MS Learn
free tutorial
Develop sales skills with AI agents
Learn how to use AI agents in Microsoft 365 Copilot to improve sales workflows, address objections, and tailor...
M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat
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
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
MS Learn
free tutorial
Develop marketing skills with AI agents
Learn how AI agents in Microsoft 365 Copilot can enhance marketing tasks, streamline workflows, and improve...
M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat
beginner
MS Learn
free tutorial
Craft a compelling product pitch using AI
Learn to create a compelling product pitch using AI tools like Microsoft Copilot, leveraging Product-Led Growth...
Microsoft 365 Copilot M365
beginner
COU
Coursera
audit free course
Amazon Sagemakaer Essesntials
The **Amazon SageMaker Essentials** course is designed to help you build a strong foundation in Amazon SageMaker and...
beginner
MS Learn
free tutorial
Introduction to AI agent orchestration patterns
Learn about the fundamental orchestration patterns for multi-agent architectures.
Azure
beginner
MS Learn
free course
AI concepts for developers and technology professionals
Learn core AI concepts and terminology to help you better understand AI workloads and how to plan AI solutions.
Microsoft Foundry
beginner
MS Learn
free course
Get started with AI applications and agents on Azure
Learn how to get started with AI workloads and solutions in Microsoft Foundry.
Microsoft Foundry
beginner
MS Learn
free tutorial
Introduction to retrieval-augmented generation concepts
Learn how retrieval-augmented generation (RAG) grounds generative AI responses in relevant information.
Microsoft Foundry
beginner
MS Learn
free tutorial
Prevent data exfiltration from Azure AI Workloads
Overview of how to prevent data exfiltration for AI workloads running on Microsoft Azure.
Azure
beginner
MS Learn
free course
Developing in agentic AI systems part 2 of 2
This is part two of two part learning series to support our new certification, Developing in Agentic AI Systems. In...
Github
beginner
MS Learn
free tutorial
Guide AI workload operations with an AI Center of Excellence
How comprehensive operations guidance from an AI Center of Excellence can help an organization to effectively...
Azure
beginner
MS Learn
free tutorial
Introduction to AI Landing Zones
Introduction to using Azure landing zones with AI workloads
Azure
beginner
MS Learn
free tutorial
Restrict Azure Machine Learning workspace network traffic
Overview of planning and securing Azure Machine Learning networking
Azure
beginner
MS Learn
free tutorial
Govern AI services with Azure Policy
Learn how to govern AI services using Azure Policy.
Azure
beginner
MS Learn
free tutorial
Introduction to Azure Machine Learning monitoring
Get an introduction to what you need to know about monitoring Azure Machine Learning deployments.
Azure
beginner
MS Learn
free tutorial
Introduction to Azure Machine Learning authentication and authorization
Learn how to configure and manage Azure Machine Learning authentication and authorization.
Azure Machine Learning
beginner
MS Learn
free course
Introduction to AI Skills for nonprofits
Learn how to boost productivity with AI by understanding how Microsoft Copilot works and how to craft effective...
Foundry Tools M365 Apps Ms Copilot
beginner
MS Learn
free course
Discover AI for leaders in manufacturing
In this learning path, manufacturing business leaders will find all the knowledge and resources to adopt AI in their...
Industry Solutions Azure Openai
beginner
MS Learn
free tutorial
Secure AI agents and workloads on Windows
Explore how to secure AI agents and AI-powered workloads on Windows. Learn how identity, governance, policy...
Windows 11
beginner
MS Learn
free course
Explore the business value of generative AI solutions
Discover how generative AI can transform your business processes and drive innovation.
Microsoft 365 Copilot Ms Copilot Microsoft Foundry
beginner
MS Learn
free tutorial
Know where to leverage AI in your classroom
Classroom teachers, instructional coaches, and administrators learn to use AI in their roles supporting students,...
M365 Education
beginner
MS Learn
free tutorial
Understand features of Copilot Studio agents
Learn how Microsoft Copilot Studio enables organizations to build, deploy, and manage intelligent agents. Explore...
Microsoft Copilot Studio
beginner
MS Learn
free tutorial
Introduction to generative AI and agents
Ever wondered how AI can create content, answer questions, and assist with tasks? This module introduces you to the...
Microsoft Foundry
beginner
MS Learn
free course
Explore role-based AI agent skills for business users
Explore how role-based AI agents in Microsoft 365 Copilot can help business professionals work faster by supporting...
M365 Microsoft 365 Copilot Microsoft 365 Copilot Chat
beginner
MS Learn
free course
Drive business value with AI solutions
Discover how Copilot and Azure AI can transform work across your organization.
Microsoft 365 Copilot Ms Copilot Microsoft Foundry
beginner
MIT OCW
free course
Brain and Cognitive Sciences Computational Tutorial: Optimizing the Full Stack for Generative Image and Video Models
This tutorial covers optimization strategies for diffusion models used in image and video generation; topics include...
Machine Learning Computer Science Engineering
beginner
MS Learn
free course
Discover AI for leaders in sustainability
In this learning path, sustainability business leaders will find all the knowledge and resources to adopt AI in...
Industry Solutions Azure Openai
beginner
MS Learn
free course
Discover AI for leaders in finance
In this learning path, FSI business leaders will find all the knowledge and resources to adopt AI in their...
Industry Solutions Azure Openai
beginner
MS Learn
free course
Discover AI for leaders in healthcare
In this learning path, healthcare business leaders will find the knowledge and resources to adopt AI in their...
Industry Solutions Azure Openai
beginner
MS Learn
free course
Discover AI for leaders in nonprofit
Discover AI for leaders in nonprofit
Azure Openai Fabric Industry Solutions
beginner
MS Learn
free course
Transform your business with AI
In this learning path, business leaders will find the knowledge and resources to adopt AI in their organizations. It...
Azure Openai
beginner
MS Learn
free course
Discover AI for leaders in retail
In this learning path, retail business leaders find all the knowledge and resources to adopt AI in their...
Industry Solutions Azure Openai
beginner
MS Learn
free course
Design a dream destination with AI
Use Microsoft Copilot generative AI capabilities to ideate, research, and generate content. Use tips and techniques...
Ms Copilot
beginner
MS Learn
free tutorial
Work smarter with AI using Microsoft Copilot
Learn how to be more productive with Microsoft Copilot.
Ms Copilot
beginner
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 tutorial
Embrace responsible AI principles and practices
Explore six principles to guide AI development and use - fairness, reliability and safety, privacy and security,...
Azure Dynamics 365 M365
beginner
MS Learn
free tutorial
Scale AI in your organization
Learn enterprise AI management with our free open online course, including scaling AI.
Azure M365
beginner
COU
Coursera
audit free course
Orchestrating Agent Teams with CrewAI Training for Beginners
This certificate for Orchestrating Agent Teams with CrewAI for Beginners validates your expertise in building...
beginner
MS Learn
free tutorial
Create business value with AI
Learn how to align AI to business strategy and ensure readiness using essential drivers for scalable, impactful,...
Azure M365
beginner
MS Learn
free tutorial
Leverage AI tools and resources for your business
Learn how to use AI tools and resources for your business.
Azure Microsoft 365 Copilot
beginner
COU
Coursera
audit free course
Apply Data Cleaning Basics
Messy marketing data leads to inaccurate reporting, wasted budget, and poor business decisions. In this course,...
beginner
COU
Coursera
audit free course
Web Analytics and A/B Testing Basics
Master the fundamentals of A/B Testing, Landing Page Optimization, and Website Conversion Strategies to improve user...
beginner
COU
Coursera
audit free course
Üretken Yapay Zeka: Temel Kavramları Öğrenin
Üretken Yapay Zeka: Temel Kavramları Öğrenin, Üretken Yapay Zeka Lideri öğrenme rotasının ikinci kursudur. Bu...
beginner
COU
Coursera
audit free course
BigQuery: Conceptos básicos para profesionales de Snowflake
Este curso abarca los aspectos fundamentales de BigQuery para profesionales que están familiarizados con los...
beginner
COU
Coursera
audit free course
Excel Pivot Table Analysis & Visualization
Master Excel Pivot Tables to analyze, summarize, and visualize large datasets efficiently. Learn how to transform...
beginner
COU
Coursera
audit free course
Data Modeling Fundamentals
Defend why we do data modeling, build simple and precise data models, identify entities, attributes, relationships,...
beginner
COU
Coursera
audit free course
Teradata 전문가를 위한 BigQuery 기초
이 과정은 Teradata에서 SQL 기반 클라우드 데이터 웨어하우스를 사용해 본 경험이 있고 BigQuery에서 작업을 시작하려고 하는 전문가를 대상으로 하며 BigQuery 기본사항을 다룹니다. 대화형...
beginner
COU
Coursera
audit free course
Communicate Insights Clearly
Your analysis is brilliant—but does anyone understand it? In many organizations, HR analytics insights never reach...
beginner
COU
Coursera
audit free course
Oracle 전문가를 위한 BigQuery 기초
이 과정은 Oracle에서 SQL 기반 클라우드 데이터 웨어하우스를 사용해 본 경험이 있고 BigQuery에서 작업을 시작하려고 하는 전문가를 대상으로 하며 BigQuery 기본사항을 다룹니다. 대화형 강의...
beginner
COU
Coursera
audit free course
Evaluate and Create ML Workflows Visually
This course teaches you how to evaluate machine learning experiments visually and how to transform prototype scripts...
beginner
COU
Coursera
audit free course
Build and Deploy Chatbots Using IBM Watson Assistant
By the end of this course, learners will be able to design, configure, test, and deploy an end-to-end chatbot using...
beginner
COU
Coursera
audit free course
Apply Statistical Analysis Using Minitab for Beginners
Learners will be able to navigate the Minitab interface, apply essential statistical tools, and create meaningful...
beginner
COU
Coursera
audit free course
Build Interactive Dashboards for Meaningful Insights
Unlock the power of data storytelling through interactive dashboard design that transforms raw stakeholder requests...
beginner
DAT
Datacamp
freemium course
Introduction to Amazon Bedrock
DataCamp course covering Amazon Bedrock fundamentals, setup and authentication, available foundation models, and...
Amazon Bedrock Prompt Engineering AWS
beginner
REA
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
UDE
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
COU
Coursera
audit free course
Voice AI: Introduction to Building Voice Applications
Build Practical Voice Apps: From Basics to Implementation is a beginner-level course designed to help developers...
beginner
COU
Coursera
audit free course
Pengantar Gemini Enterprise
Kursus ini memperkenalkan Gemini Enterprise, platform canggih yang menggabungkan agen AI, penelusuran lingkup...
beginner
COU
Coursera
audit free course
Gemini Enterprise 简介
本课程将介绍 Gemini Enterprise,它是一个集 AI 智能体、企业搜索、NotebookLM 和智能数据访问功能于一身的强大平台,旨在帮助组织应对各种挑战。学员通过学习真实案例并动手实操,将能够把 Gemini...
beginner
COU
Coursera
audit free course
AI-Powered Presentations with Copilot – PowerPoint
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...
beginner
COU
Coursera
audit free course
NumPy & Pandas: Analyze & Transform Data
By completing this course, learners will be able to analyze datasets using NumPy and Pandas, perform efficient...
beginner
COU
Coursera
audit free course
NumPy & Pandas: Analyze & Manage Retail Data
By the end of this course, learners will be able to manipulate NumPy arrays, implement gradient descent, clean and...
beginner
COU
Coursera
audit free course
Demystifying GenAI: Concepts and Applications
This course is designed for those curious about the transformative power of Generative AI across diverse sectors. It...
beginner
COU
Coursera
audit free course
Data Responsibility
Before you work with data, you must confirm that it is unbiased and credible. After all, if you start your analysis...
beginner
COU
Coursera
audit free course
Explore Raw Data
Finding stories in data using exploratory data analysis (EDA) is all about organizing and interpreting raw data....
beginner
COU
Coursera
audit free course
Introduction to CNN Training
This beginner-friendly course on Convolutional Neural Networks (CNNs) equips you with essential skills to understand...
beginner
COU
Coursera
audit free course
Customer Segmentation with K-Means: Model & Visualize
Unlock the power of customer segmentation by learning how to analyze, model, and visualize shopping behavior using...
beginner
COU
Coursera
audit free course
Introduction to DeepSeek
Did you know that a single AI model release wiped out over $1 trillion in global market value in just one day? As...
beginner
COU
Coursera
audit free course
Hadoop and Spark Fundamentals: Unit 1
This course provides a practical introduction to the Apache Hadoop ecosystem. You will learn the basic skills needed...
beginner
COU
Coursera
audit free course
Learn Tableau by Working on Exciting Dashboards
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...
beginner
COU
Coursera
audit free course
Data Visualization with Tableau and Microsoft Excel
Leverage modern data visualization tools in this comprehensive course designed for business professionals and...
beginner
COU
Coursera
audit free course
How to write better prompts
If you’ve ever asked ChatGPT a question or used an AI tool at work, you already know: the quality of your prompt...
beginner
COU
Coursera
audit free course
IA generativa: descubre los conceptos fundamentales
IA generativa: descubre los conceptos fundamentales es el segundo curso de la ruta de aprendizaje de Líder de IA...
beginner
COU
Coursera
audit free course
Power BI: Data Visualization and Analysis
This course is designed to provide a comprehensive foundation in Power BI, equipping learners with the skills to...
beginner
COU
Coursera
audit free course
BigQuery pour les analystes de données
Ce cours s'adresse aux analystes de données qui souhaitent apprendre à utiliser BigQuery pour leurs besoins...
beginner
COU
Coursera
audit free course
Introduction to OpenAI
Welcome to the Introduction to OpenAI Course, your gateway into the world of artificial intelligence and advanced...
beginner
COU
Coursera
audit free course
GenAI for Prototyping Basics
In the rapidly evolving world of design and innovation, prototyping is essential for bringing ideas to life swiftly...
beginner
COU
Coursera
audit free course
Introduction to AI: Key Concepts and Applications
The course "Core Concepts in AI" provides a comprehensive foundation in artificial intelligence (AI) and machine...
beginner
COU
Coursera
audit free course
PySpark Foundations: Process, analyze, and summarize data
Did you know that a billion records are processed daily in PySpark by companies worldwide? As big data is on the...
beginner
COU
Coursera
audit free course
Classification - Fundamentals & Practical Applications
Classification problems are one of the most common scenarios we face in data science. This course will help you...
beginner
COU
Coursera
audit free course
Üretken Yapay Zekaya Giriş
Bu giriş seviyesi mikro öğrenme kursu, üretken yapay zekanın ne olduğunu, nasıl kullanıldığını ve geleneksel makine...
beginner
KHA
Khan Academy
free course
Statistics (TX TEKS)
Build statistics skills aligned to TEKS standards: analyze data, interpret probability, model trends, and make...
Mathematics
beginner
KHA
Khan Academy
free course
Statistics and probability
Learn statistics and probability—everything you'd want to know about descriptive and inferential statistics.
Mathematics
beginner
KHA
Khan Academy
free course
Statistics essentials
Learn high school statistics—scatterplots, two-way tables, normal distributions, binomial probability, and more.
Mathematics
beginner
KHA
Khan Academy
free course
Senior High School Statistics & Probability (MELCS)*
Mathematics
beginner
KHA
Khan Academy
free course
Get ready for AP® Statistics
Mathematics
beginner
KHA
Khan Academy
free course
AP®︎/College Statistics
Learn a powerful collection of methods for working with data! AP®️ Statistics is all about collecting, displaying,...
Mathematics
beginner
EDX
edX
audit free course
The University Of Wisconsin Madison Metadata Training Connecting Users To Assets
Metadata
beginner
EDX
edX
audit free course
Universidad Galileo Introduccion A Los Sistemas De Informacion Geografica
Gis Geographic Information Systems
beginner
EDX
edX
audit free course
The Hong Kong Polytechnic University Introduction To Urban Geo Informatics
Gis Geographic Information Systems
beginner
EDX
edX
audit free course
Edx Try It Intro To Spreadsheets
Excel
beginner
EDX
edX
audit free course
Davidson College Excel For Beginners
Excel
beginner
EDX
edX
audit free course
The Georgia Institute Of Technology Chatbots For Instruction
Chatbots
beginner
EDX
edX
audit free course
Edx Try It Introduction To Google Analytics
Analytics
beginner
WIK
Wikibooks
free book
AI-Assisted Game Creation for Beginners
beginner
PLU
Pluralsight
paid course
Interactivity Data Visualizations
beginner
PLU
Pluralsight
paid course
Introduction Amazon Transcribe
beginner
PLU
Pluralsight
paid course
Introduction Amazon Elastic Inference
beginner
PLU
Pluralsight
paid course
Introduction Amazon Kinesis Analytics
beginner
PLU
Pluralsight
paid course
Introduction Amazon Forecast
beginner
PLU
Pluralsight
paid course
Introduction Amazon Personalize
beginner
PLU
Pluralsight
paid course
Introduction Amazon Translate
beginner
PLU
Pluralsight
paid course
Introduction Amazon Rekognition
beginner
PLU
Pluralsight
paid course
Introduction Amazon Polly
beginner
PLU
Pluralsight
paid course
Introduction Amazon Q
beginner
PLU
Pluralsight
paid course
Introduction Amazon Bedrock
beginner
PLU
Pluralsight
paid course
Introduction Amazon Comprehend Medical
beginner
PLU
Pluralsight
paid course
Introduction Amazon Comprehend
beginner
PLU
Pluralsight
paid course
Introduction Amazon Athena
beginner
PLU
Pluralsight
paid course
Introduction Amazon Sagemaker Ground Truth
beginner
PLU
Pluralsight
paid course
Introduction Amazon Quicksight
beginner
PLU
Pluralsight
paid course
Introduction Amazon Sagemaker
beginner
PLU
Pluralsight
paid course
Introduction Amazon Sagemaker Neo
beginner
PLU
Pluralsight
paid course
Introduction Amazon Lex
beginner