Data Science & AI

572 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...
AI Computer Science Data Science, Analytics & Computer Technology
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...
AI Cognitive Science Computer Science
beginner
MIT OCW
free course text only
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...
AI Art, Design & Architecture Computer Science
beginner
MIT OCW
free course text only
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...
AI Biology Climate Science
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 course
Transform business workflows with generative AI
This learning path enables students to use Microsoft Copilot and generative AI to simplify tasks, boost...
M365 Office 365 Office Excel
beginner
MS Learn
free tutorial
Understand Microsoft Fabric IQ fundamentals
Learn the fundamentals of Microsoft Fabric IQ, including how ontologies create a shared business vocabulary, the six...
Fabric
beginner
COU
Coursera
audit free course
Gather Your Data Online
We go online to communicate, participate in classes and meetings, and find sources in the library. How can we use...
beginner
MS Learn
free course
Maximize the Cost Efficiency of AI Agents on Azure
Maximize the ROI of AI agent investments by making cost-conscious, informed decisions at every stage. This learning...
Azure Microsoft Foundry Azure Monitor
beginner
MS Learn
free tutorial
Get started using Foundry on Windows: AI Dev Gallery (Preview)
In this module, you'll use AI Dev Gallery (Preview) to explore, run, and demonstrate local AI experiences on a...
Windows 11
beginner
MS Learn
free tutorial
Understand the foundations of generative AI for business leaders
Generative AI is reshaping business operations, enabling organizations to automate tasks, personalize experiences,...
Microsoft 365 Copilot Ms Copilot Microsoft Foundry
beginner
MS Learn
free course
Work smarter with AI
Get more done and unleash your creativity with Microsoft Copilot.
Ms Copilot
beginner
COU
Coursera
audit free course
एआई के बुनियादी सिद्धांत
एआई के बारे में काफ़ी बातें हो गईं, क्या अब आपको इसके असली फ़ायदे देखने हैं? इस कोर्स में, एआई के साथ काम करने से...
beginner
MS Learn
free tutorial
Transform service delivery with AI in Dynamics 365
See how AI transforms each stage of the customer service journey.
Dynamics 365 Dynamics Customer Service
beginner
MS Learn
free tutorial
What is generative AI?
Learn about Generative AI - a technology that uses machine learning models to generate new content, ideas, or...
Microsoft 365 Copilot
beginner
MS Learn
free tutorial
Get started with Microsoft AI models
Explore Microsoft AI models for reasoning, code generation, speech, transcription, and image generation.
Foundry Models
beginner
MS Learn
free tutorial
Add an AI model to process invoice forms - Online workshop
Learn how to add an AI model to process invoice forms.
Power Platform Power Apps
beginner
MS Learn
free course
Optimize model training with Azure Machine Learning
Learn how to optimize model training in Azure Machine Learning by using scripts, jobs, components and pipelines.
Azure Machine Learning
beginner
MS Learn
free tutorial
Design a machine learning operations solution (MLOps)
Choose this module if you want to design an MLOps architecture for monitoring and retraining production models.
Azure Machine Learning
beginner
MS Learn
free tutorial
Perform hyperparameter tuning with Azure Machine Learning
Choose this module if you want to optimize model training by tuning hyperparameters with sweep jobs in Azure Machine...
Azure Machine Learning
beginner
MS Learn
free tutorial
Automate model training with GitHub Actions
Choose this module if you want to automate and validate model training with GitHub Actions and Azure Machine...
Azure Machine Learning Github
beginner
MS Learn
free tutorial
Get started with machine learning in Azure
Choose this module if you want to design a machine learning training solution and select Azure Machine Learning...
Azure Machine Learning
beginner
MS Learn
free tutorial
Run training scripts and track models with MLflow in Azure Machine Learning
Choose this module if you want to convert notebooks to training scripts, run command jobs, and track models with MLflow.
Azure Machine Learning
beginner
MS Learn
free tutorial
Run pipelines in Azure Machine Learning
Choose this module if you want to automate multistep machine learning workflows with reusable components and Azure...
Azure Machine Learning
beginner
MS Learn
free tutorial
Get started with data science in Microsoft Fabric
Get started with data science in Microsoft Fabric by learning how to train a model in a notebook, and track your...
Fabric
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 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
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
Use AI for everyday tasks
In this module, you dive into the fascinating world of generative AI and discover how it can simplify your daily...
Ms Copilot
beginner
MS Learn
free tutorial
Explore the analytics process that turns data into insights
When a business question isn't getting the right answer, the problem is usually the approach. Understand the...
Power Bi Fabric
beginner
MS Learn
free tutorial
Introduction to natural language processing concepts
Natural language processing (NLP) supports applications that can analyze text to infer semantic meaning.
Microsoft Foundry
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 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
COU
Coursera
audit free course
Amazon SageMaker Essentials
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
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
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
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
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
Build practical data analysis skills with NumPy and Pandas, two essential Python packages for numerical computing...
beginner
COU
Coursera
audit free course
NumPy & Pandas: Analyze & Manage Retail Data
Build practical numerical computing and retail data analysis skills with NumPy and Pandas. Designed for aspiring...
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: Big Data Foundations
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
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
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
COU
Coursera
audit free course
How to Visualize Data with R
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time...
beginner
COU
Coursera
audit free course
Foundations and Core Concepts of PyTorch
Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time...
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