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Data Science & AI

332 resources — showing top 120

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
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
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
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
YouTube
free video
MIT 6.801 Machine Vision, Fall 2020
MIT OpenCourseWare
Instructor: Berthold Horn View the complete course: https://ocw.mit.edu/6-801F20 YouTube Playlist:...
advanced
edX
audit free course
Skillup Edtech Llc Advanced Data Visualization With Tableau
Data Analysis
advanced
Wikibooks
free book
Analytic Combinatorics
advanced
freeCodeCamp
free article
How to become an expert in ai assisted coding a handbook for developers
Programming
advanced
Pluralsight
paid course
Apache Kafka Deep Dive
Cloud
advanced
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
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
MS Learn
free course
Dragon Copilot (physicians) practical application exercises
This program gives Dragon Copilot users a set of practical application exercises to use as they get up to speed on...
Mscloud Healthcare
advanced
edX
audit free course
Mgh Institute Of Health Professions Advanced Topics In Healthcare Data Analysis
Data Analysis
advanced
Wikibooks
free book
Clock and Data Recovery
advanced
freeCodeCamp
free article
How to build advanced ai agents
Programming
advanced
Pluralsight
paid course
Create Image Captioning Models
advanced
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
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
MS Learn
free tutorial
Prepare semantic models for AI in Power BI and Microsoft Fabric
Design gold layers, semantic models, and documentation that enable Copilot, data agents, and enterprise ontologies...
Fabric Power Bi
advanced
edX
audit free course
Harvard University Advanced Bioconductor
Data Analysis
advanced
Pluralsight
paid course
Transformer Models Bert Model
advanced
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
Coursera
audit free course
Advanced Design and Deployment of Generative AI Applications
Advance your skills in designing, fine-tuning, and deploying sophisticated Generative AI applications, from agent...
advanced
MS Learn
free tutorial
Design advanced prompting strategies for production AI agents
Design advanced prompting strategies for production AI agents in Microsoft Foundry. Implement multiturn reasoning...
Azure Microsoft Foundry
advanced
edX
audit free course
Mgh Institute Of Health Professions Advanced Principles Topics In Ai Machine Learning In Healthcare
Data Analysis Statistics
advanced
Pluralsight
paid course
Building Enterprise Distributed Online Analytics Platform
advanced
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
Coursera
audit free course
Advanced Pandas
Most Python users pick up just enough pandas to load a CSV and glance at a few rows, then stop there, leaving most...
advanced
MS Learn
free tutorial
Access Microsoft Sustainability Manager data
Access sustainability data through Microsoft Dataverse API, build an Azure Data Factory pipeline, and query data...
Mscloud Sustainability Industry Solutions
advanced
edX
audit free course
Codesignal Deep Dive Into Numpy And Pandas
Data Analysis Statistics
advanced
Pluralsight
paid course
Build Rating Recommendation Engine Collaborative Filtering
advanced
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
Coursera
audit free course
RAG and Tool Calling with DeepSeek
RAG and tool-enabled AI applications are built to do more than generate free-form responses. In this hands-on...
advanced
MS Learn
free tutorial
Transform data by implementing pivot, unpivot, rollup, and cube
This content is a part of Transform data by implementing pivot, unpivot, rollup, and cube.
Azure Sql Database Azure Sql Managed Instance Azure Sql Virtual Machines
advanced
edX
audit free course
Pragmatic Ai Labs Advanced Rag
Computer Science
advanced
Pluralsight
paid course
Building Multi Agent Systems Autogen
advanced
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
Coursera
audit free course
Apple Intelligence: Foundation Models & Tool Calling
This course offers hands-on experience with foundation models, covering app development using tools like @Generable...
advanced
MS Learn
free tutorial
Optimize multi-agent performance and cost in Microsoft Foundry
Optimize multi-agent performance and cost in Microsoft Foundry. Design model routing strategies across agent...
Azure Microsoft Foundry
advanced
edX
audit free course
Ibm Mastering Generative Ai Project Rag And Langchain App
Computer Science
advanced
Pluralsight
paid course
Building Applications Openai
advanced
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
Coursera
audit free course
Vision AI and Advanced OpenAI
Once you can build with text, the next step is multimodal AI and enterprise-scale capabilities. This course advances...
advanced
MS Learn
free tutorial
Design evaluation frameworks for multi-agent solutions with Microsoft Foundry
Design evaluation frameworks for production multi-agent AI solutions using Microsoft Foundry. Define success metrics...
Azure Microsoft Foundry
advanced
edX
audit free course
Ibm Mastering Generative Ai Model Foundations And Nlp
Computer Science
advanced
Pluralsight
paid course
Build Image Recognition Model
advanced
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
Coursera
audit free course
Building and Scaling ML Pipelines
This course provides an intermediate-level exploration of MLOps, focusing on how machine learning systems are...
advanced
MS Learn
free tutorial
Govern the enterprise agent lifecycle in Microsoft Foundry
Govern the enterprise agent lifecycle in Microsoft Foundry. Design agent versioning strategies and approval...
Azure Microsoft Foundry
advanced
edX
audit free course
Ibm Mastering Generative Ai Llm Architecture Data Preparation
Computer Science
advanced
Pluralsight
paid course
Build Speech Recognition Model
advanced
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
Coursera
audit free course
Advanced Techniques and Interpretability in LLMs
Delve into advanced transformer techniques, including generative AI, fine-tuning, interpretability, and the critical...
advanced
MS Learn
free tutorial
Implement advanced RAG pipelines with Azure AI Search and Microsoft Foundry
Implement advanced retrieval-augmented generation (RAG) pipelines for production AI agents using Azure AI Search and...
Azure Microsoft Foundry Azure Cognitive Search
advanced
edX
audit free course
Ibm Mastering Generative Ai Language Models With Transformers
Computer Science
advanced
Pluralsight
paid course
Building Retrieval Augmented Generation Rag Pipelines Databricks
advanced
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
Coursera
audit free course
FP&A with AI: Capstone Project
A multi-stage capstone simulating one full FP&A lifecycle for Acme Mutual, the PC's persistent proxy enterprise...
advanced
MS Learn
free tutorial
Ingest clinical data in FHIR into healthcare data solutions in Microsoft Fabric
Learn how to ingest clinical data in FHIR into healthcare data solutions in Microsoft Fabric.
Industry Solutions Mscloud Healthcare
advanced
edX
audit free course
Ibm Mastering Generative Ai For Cybersecurity
Computer Science
advanced
Pluralsight
paid course
Building Systems Unsupervised Learning
advanced
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
Coursera
audit free course
Advanced Exploratory Data Analysis
Advance your data analysis skills by learning how to turn messy business questions into clear, structured...
advanced
MS Learn
free tutorial
Build enterprise-grade tool ecosystems with MCP and Microsoft Foundry
Build enterprise-grade tool ecosystems for production multi-agent systems with the Model Context Protocol (MCP) and...
Azure Microsoft Foundry Foundry Agent Service
advanced
edX
audit free course
Ibm Mastering Generative Ai Fine Tuning Transformers
Computer Science
advanced
Pluralsight
paid course
Excel Analytics Superhub
advanced
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
Coursera
audit free course
Mastering Tabular ML: Feature Engineering to Production
Master the art and science of building high-performance models for tabular data—the most common data format in...
advanced
MS Learn
free tutorial
Implement advanced multi-agent orchestration patterns in Microsoft Foundry
Implement advanced multi-agent orchestration patterns in Microsoft Foundry. Design hub-and-spoke coordination with...
Azure Microsoft Foundry Foundry Agent Service
advanced
edX
audit free course
Ibm Mastering Generative Ai Agents With Rag And Langchain
Computer Science
advanced
Pluralsight
paid course
Excel Copilot
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
Coursera
audit free course
Performance Optimization & Analytics
Learn how to move beyond basic campaign launches and start using data to improve results. In this course, you will...
advanced
MS Learn
free tutorial
Apply task decomposition and agent collaboration strategies in Microsoft Foundry
Apply advanced task decomposition strategies in Microsoft Foundry multi-agent systems. Design prompt chaining...
Azure Microsoft Foundry Foundry Agent Service
advanced
edX
audit free course
Ibm Mastering Generative Ai Advanced Fine Tuning For Llms
Computer Science
advanced
Pluralsight
paid course
Excel Advanced Data Visualization
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
Coursera
audit free course
Generative AI for Marketing: Advanced & Responsible
This course focuses on leveraging generative AI to transform modern marketing strategies through advanced techniques...
advanced
MS Learn
free tutorial
Design stateful agentic loops with Microsoft Foundry agent service
Design production-grade stateful agentic loops with Microsoft Foundry Agent Service. Implement run-status handling...
Azure Microsoft Foundry Foundry Agent Service
advanced
edX
audit free course
Edx Advanced Chatgpt
Computer Programming
advanced
Pluralsight
paid course
Excel Fix Messy Data Copilot
advanced
MIT OCW
free course text only
Data Mining
Prof. Nitin Patel
Data that has relevance for managerial decisions is accumulating at an incredible rate due to a host of...
Business & Management Computer Science Data Science
advanced
Coursera
audit free course
Designing and Deploying Advanced AI Agents and Applications
This course explores the design and development of intelligent AI agents using reinforcement learning and modern AI...
advanced
MS Learn
free tutorial
Integrate agents with external systems via MCP in Microsoft Copilot Studio
Connect your Copilot Studio agent to Model Context Protocol (MCP) servers to access standardized tools and...
Power Platform
advanced
edX
audit free course
Aptly Mastering Prompting Skills For Social Media Marketing
Business Management
advanced
Pluralsight
paid course
Developing Multi Agent Systems
advanced
MIT OCW
free course
Machine Learning for Inverse Graphics
Prof. Vincent Sitzmann
This course covers fundamental and advanced techniques in this field at the intersection of computer vision,...
AI Computer Science Data Science, Analytics & Computer Technology
advanced
Coursera
audit free course
Problem-Dependent Resampling Techniques
This course is designed for data scientists, machine learning practitioners, and researchers who want to understand...
advanced
MS Learn
free tutorial
Design a data storage solution for non-relational data
Azure Architect's design and recommend non-relational data storage solutions.
Azure Blob Storage Azure Disk Storage Azure Storage
advanced
edX
audit free course
Tsinghua University Advanced Big Data Systems Gao Ji Da Shu Ju Xi Tong
Big Data
advanced
Pluralsight
paid course
Continuous Model Training Evolving Data Streams
advanced
MIT OCW
free course text only
Communicating With Data
Prof. John Carroll
Communicating With Data has a distinctive structure and content, combining fundamental quantitative techniques of...
Business & Management Communication Computer Science
advanced
Coursera
audit free course
Analyze Financial Data Using Advanced Techniques
Learners will analyze probability concepts, evaluate financial risk using statistical distributions, apply technical...
advanced
MS Learn
free tutorial
Design a data storage solution for relational data
Azure Architects design and recommend relational data storage solutions.
Azure Cosmos Db Azure Sql Database Azure Sql Managed Instance
advanced
edX
audit free course
Codesignal Mastering Dimensionality Reduction With R
Artificial Intelligence
advanced
Pluralsight
paid course
Complex Event Processing Apache Flink
advanced
MIT OCW
free course
Pattern Recognition for Machine Vision
Dr. Bernd Heisele
The applications of pattern recognition techniques to problems of machine vision is the main focus for this course....
AI Cognitive Science Computer Science
advanced
Coursera
audit free course
Advanced Prompting & AI Tooling
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...
advanced
MS Learn
free tutorial
Design data integration
Azure Architects design and recommend data integration solutions.
Azure Azure Blob Storage Azure Data Factory
advanced
edX
audit free course
Codesignal Mastering Clustering In Machine Learning With R
Artificial Intelligence
advanced
Pluralsight
paid course
Power Bi Admin Data Governance
advanced
MIT OCW
free course text only
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
Coursera
audit free course
Prompt Engineering for ChatGPT: Beginner to Advanced
The difference between an average AI response and an exceptional one isn’t the chatbot; it’s the prompt. In this...
advanced
MS Learn
free tutorial
Manage application configuration data
Learn externalized configuration patterns, Azure App Configuration implementation, Key Vault integration, and...
Azure Azure Artifacts Azure Boards
advanced
edX
audit free course
Codesignal Mastering Clustering In Machine Learning
Artificial Intelligence
advanced
Pluralsight
paid course
Power Bi Admin Provisioning Premium Capacity
advanced
MIT OCW
free course text only
Time Series Analysis
Prof. Anna Mikusheva
The course provides a survey of the theory and application of time series methods in econometrics. Topics covered...
Economics Mathematics Science & Math
advanced
Coursera
audit free course
Build & Optimize TensorFlow ML Workflows
This short course helps you build and optimize machine learning workflows using TensorFlow 2.x. You’ll start by...
advanced
MS Learn
free tutorial
Design processes to automate application analytics
Learn to design automated application analytics processes using Azure Application Insights, telemetry integration,...
Azure Azure Artifacts Azure Boards
advanced
edX
audit free course
Codesignal Mastering Advanced Ai Tooling In Codex
Artificial Intelligence
advanced
Pluralsight
paid course
Chatgpt Enterprise Advanced Data Analysis
advanced
MIT OCW
free course text only
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
Coursera
audit free course
Mastering Prompting Skills for Social Media Marketing
Generative AI tools are rapidly changing how social media marketers create content, generate ideas, and analyze...
advanced
MS Learn
free tutorial
Develop monitor and status dashboards
Learn to create comprehensive monitoring dashboards using Azure Dashboards, Azure Monitor Workbooks, Power BI, and...
Azure Azure Artifacts Azure Boards
advanced
Pluralsight
paid course
Chatgpt Enterprise Advanced Features
advanced
MIT OCW
free course text only
Marketing Management: Analytics, Frameworks, and Applications
Prof. John Hauser
This course helps students develop skills in marketing analysis and planning, and introduces key marketing ideas and...
Business & Management Management Marketing
advanced
Coursera
audit free course
Advanced Marketing Analytics, Funnels, and Dashboarding
Marketing decisions are only as strong as the data behind them. In this course, you'll build the analytical and...
advanced
MS Learn
free tutorial
Train deep learning models in Azure Databricks
Learn how to use deep learning libraries like PyTorch in Azure Databricks, and to distribute training by using...
Azure Databricks
advanced
Pluralsight
paid course
Snowpro Advanced Data Analyst Data Ingestion Preparation Cert
advanced