Data Science & AI – Browse Learning Resources

COU

Coursera

audit free course

The Cyber-Social Learner: Introducing AI for Education

This course examines how artificial intelligence is reshaping literacy, learning, and teaching, and prepares...

COU

Coursera

audit free course

Foundations of AI Native Data Engineering

This course introduces the foundational shift from traditional data engineering to AI-native data...

COU

Coursera

audit free course

Unstructured Data Engineering for AI

This course prepares learners to engineer governed unstructured data pipelines for AI training, semantic search, and...

COU

Coursera

audit free course

Reproducible Training Data and ML-Ready Data Pipelines

This course teaches learners to design reproducible, leakage-safe, governance-ready training data pipelines for...

intermediate

COU

Coursera

audit free course

Build an AI-Powered Document Summarizer & Q&A System

This course teaches a complete, production-oriented Retrieval-Augmented Generation (RAG) system — document...

intermediate

COU

Coursera

audit free course

AI for Freelancers: Win More Clients with Free AI Tools

This course teaches freelancers with zero AI experience how to use AI tools all free across every part of their...

COU

Coursera

audit free course

Practical AI Foundations

Practical AI Foundations introduces learners to the practical use of artificial intelligence in everyday work,...

COU

Coursera

audit free course

Practical Prompt Engineering with AI

Practical Prompt Engineering with AI teaches learners how to communicate effectively with generative AI to produce...

COU

Coursera

audit free course

AI Safety Fundamentals: Protecting Users and Organizations

Protect your organization from AI-related legal liability and regulatory penalties with this essential employee...

COU

Coursera

audit free course

Launch Your AI Governance Career

This standalone short course prepares learners to translate their program skills into career-ready materials and...

COU

Coursera

audit free course

Responsible AI Ethics and Data Practice

This course focuses on the ethical and data governance dimensions of AI deployment. You’ll apply Microsoft’s six...

COU

Coursera

audit free course

Python Data Science Mistakes to Avoid

Most Python courses teach you how to write code that works once. This one focuses on something just as valuable but...

COU

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

COU

Coursera

audit free course

Transfer Learning Foundations for AI Models

Transfer learning has transformed modern artificial intelligence by making it possible to build powerful AI...

COU

Coursera

audit free course

Fine-Tuning Techniques for AI Models

Pretrained AI models provide an excellent starting point, but real-world AI applications often require them to be...

COU

Coursera

audit free course

Generative AI Essentials for Business Professionals

This course takes you from curiosity about generative AI to building working automations, introducing practical...

COU

Coursera

audit free course

Data Analysis and Business Applications

Unlock powerful data analysis capabilities and apply Microsoft 365 Copilot to high-impact business deliverables....

COU

Coursera

audit free course

Advanced Techniques and Interpretability in LLMs

Delve into advanced transformer techniques, including generative AI, fine-tuning, interpretability, and the critical...

COU

Coursera

audit free course

Transformers for Vision AI, Multimodal & Generative AI

Discover how transformer architectures are revolutionizing computer vision and multimodal AI, and explore the latest...

COU

Coursera

audit free course

AI Automation and Agentic AI with n8n + ChatGPT + Gen AI

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

Exploiting and Securing AI/MCP Systems

A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge...

advanced

COU

Coursera

audit free course

Ethical AI Design & Implementation

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

Generative AI Fundamentals for Beginners

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

AI Ethics, Governance, and Risk - The Complete Guide

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

Generative AI for Business Leaders & Executives

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

Claude for Professional Productivity and Task Automation

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

AI Governance and Privacy Professional Certification (AIGP)

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

Databricks Certified Data Analyst Associate Exam Prep

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

AI Foundations and Secure AI Fundamentals

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

COU

Coursera

audit free course

Build AI Chatbots with React and AI APIs

This course teaches you how to build a fully functional AI chatbot application with React and Generative AI APIs....

COU

Coursera

audit free course

Introduction to UGC & Short-Form Video Production with AI

By the end of this course, you'll be able to plan, prompt, generate, and deliver professional AI-powered UGC and...

COU

Coursera

audit free course

AI in Manufacturing: Predictive Maintenance and Alerts

This hands-on, project-based course teaches you how to predict machine failures before they happen by combining...

COU

Coursera

audit free course

AI Evaluation and Investment Decisions

This course equips you to make informed decisions about generative AI investments. You'll learn to appraise AI use...

COU

Coursera

audit free course

Global MOOC on the Ethics of AI

AI is reshaping how the world works, and those who understand its ethical dimensions are better positioned to lead,...

COU

Coursera

audit free course

GenAI for Data & Analytics

Generative AI is reshaping data analytics, enabling organizations to move beyond traditional reporting toward...

intermediate

COU

Coursera

audit free course

Workplace Automation with Generative AI

By completing this course, you will master the elite skill of transforming generative AI from a conversational...

COU

Coursera

audit free course

Productivity with AI

Learn to turn everyday AI tools into a personal productivity system that saves you hours every week. By the end of...

COU

Coursera

audit free course

Performance Analytics & Optimization

Turn campaign data into clear, actionable decisions. In this course, you’ll build marketing dashboards using Power...

intermediate

COU

Coursera

audit free course

Big Data on Kubernetes

This course provides a comprehensive exploration of deploying and managing big data workloads on Kubernetes. You...

COU

Coursera

audit free course

Agentic AI with Model Context Protocol Training

This comprehensive Agentic AI with Model Context Protocol Training course builds foundational skills in AI...

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

Foundation of Agentic AI and LLM Architecture Training

This comprehensive Agentic AI and LLM Agents course builds strong expertise in autonomous AI systems, intelligent...

COU

Coursera

audit free course

No-Code AI Development with Flowise

No-code AI development is becoming one of the fastest ways to build intelligent applications without writing complex...

COU

Coursera

audit free course

與 Google Antigravity 一同啟航：運用 AI 打造電玩遊戲

在本課程中，您將學習如何在 Google Antigravity 中自動調度管理代理程式，以驚人的速度建構軟體。這堂實作課程會先引導您安裝 Antigravity 並開始使用，接著，您將使用 Firebase 啟用服務，以透過...

COU

Coursera

audit free course

AI Applications for Mental Health and Clinical Practice

This course is designed for students and professionals in psychology, medicine, and other clinical disciplines who...

COU

Coursera

audit free course

AI Implementation, Safety and the Future of Mental Health

This course is designed for students and professionals in psychology, medicine, and other clinical disciplines who...

COU

Coursera

audit free course

People Analytics

Develop advanced people analytics capabilities to analyze workforce supply and demand, segment critical roles, and...

intermediate

COU

Coursera

audit free course

Responsible AI Strategy Foundations

Build a practical foundation in responsible AI strategy by learning how generative AI works, when to use it, and how...

COU

Coursera

audit free course

Data Visualization and Reporting

In Data Visualization and Reporting, you’ll learn to turn raw data into clear charts, dashboards, and reports that...

intermediate

COU

Coursera

audit free course

Advanced Exploratory Data Analysis

Advance your data analysis skills by learning how to turn messy business questions into clear, structured...

COU

Coursera

audit free course

Data Analytics: Graph Analytics

The relationships in your data tell stories that row-and-column tables can't surface. Graph analytics gives you a...

COU

Coursera

audit free course

Safeguard Data Privacy

Data privacy is no longer just a compliance requirement; it’s a core part of building trust with your customers. In...

intermediate

COU

Coursera

audit free course

Utilize ChatGPT for Emails

Learn how to use ChatGPT to create high-quality marketing emails faster and more effectively. This course shows you...

COU

Coursera

audit free course

Leverage AI in Marketing

AI is transforming how marketers research audiences, plan campaigns, and evaluate tools, but using it effectively...

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

Attribution Model Analysis

Learn how to evaluate marketing performance beyond surface-level metrics and make better budget decisions using...

intermediate

COU

Coursera

audit free course

Generative AI for NLP with PyTorch Capstone Project

Get ready to put your Generative AI, Natural Language Processing (NLP), and PyTorch skills into action in this...

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

Dynamic Heat Maps in Spreadsheets

Master the art of creating dynamic heat maps in Microsoft Excel for powerful data visualization and sales analysis....

intermediate

COU

Coursera

audit free course

Üretken Yapay Zeka Ajanları: Kuruluşunuzu Dönüştürün

Üretken Yapay Zeka Ajanları: Kuruluşunuzu Dönüştürün, Üretken Yapay Zeka Lideri öğrenme rotasının beşinci ve son...

intermediate

COU

Coursera

audit free course

Mastering Classic Reinforcement Learning Algorithms

How can an agent learn to make good decisions through repeated interaction with an uncertain environment? This...

COU

Coursera

audit free course

Data Preparation & Infrastructure

Build the technical foundation required for modern marketing analytics workflows. In this course, you’ll learn how...

intermediate

COU

Coursera

audit free course

Leading Cross-Functional AI Delivery

Leading Cross-Functional AI Delivery is an intermediate course aimed at mid-management roles. It focuses on managing...

COU

Coursera

audit free course

Mastering AWS Managed AI Services & Responsible AI

This course is designed to provide a comprehensive understanding of Responsible AI principles and AWS Managed AI...

COU

Coursera

audit free course

Introduction to Multimodal AI with Hugging Face

By the end of this course, you will be able to: • Explain how CLIP aligns image and text in a shared embedding...

COU

Coursera

audit free course

Crea agentes de IA con bases de datos empresariales

Crea agentes de IA que puedan aprovechar las bases de datos empresariales con MCP Toolbox for Databases. Definirás...

intermediate

COU

Coursera

audit free course

Microsoft Copilot: Better Prompts, Agents & AI in M365 Apps

Master Microsoft Copilot Chat and build a strong foundation in AI-powered work. This beginner-friendly course...

COU

Coursera

audit free course

Créer des agents IA avec des bases de données d'entreprise

Créer des agents IA capables d'exploiter des bases de données d'entreprise à l'aide de MCP Toolbox for Databases....

intermediate

COU

Coursera

audit free course

Rethink How You Decide with AI

The right questions make AI a valuable tool for decision-making. "Rethink How You Decide with AI" teaches you how to...

COU

Coursera

audit free course

AWS: Generative AI & Bedrock

This course is designed to provide a comprehensive introduction to Generative AI and the AWS services that enable...

COU

Coursera

audit free course

Critical Thinking: The Human Skill AI Can't Replace

As artificial intelligence becomes deeply integrated into business operations, the ability to think critically is...

COU

Coursera

audit free course

AI Essentials for Social Media

AI can speed up social media work—but only if you know when to use it, when to avoid it, and how to keep your brand...

COU

Coursera

audit free course

AI for Sales

By the end of this course, you will be able to research prospects faster, write personalized outreach in minutes,...

COU

Coursera

audit free course

Business Analytics and Data Science Essentials

Master the CAP certification with a structured, real-world approach to analytics. Learn how to transform business...

COU

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...

COU

Coursera

audit free course

エンタープライズデータベースを使用した AI エージェントの構築

データベース向け MCP ツールボックスを使用して、エンタープライズデータベースを活用できる AI エージェントを構築します。安全なデータベース操作ツールを定義し、インテリジェントなクエリ機能を実装します（ベクトル...

COU

Coursera

audit free course

Practical AI Use in Leadership

Practical AI Use in Leadership prepares you to use Microsoft Copilot as a decision support capability while...

COU

Coursera

audit free course

Statistics, Bioinformatics, and AI in SABV Research

This course addresses statistics, bioinformatics, and machine learning/artificial intelligence in the study of sex...

COU

Coursera

audit free course

Build AI Agents & Secure API Integrations with n8n

Knowing what AI agents are is not the same as building one that works. This course closes that gap. AI agents are...

COU

Coursera

audit free course

Membangun Agen AI dengan Database Enterprise

Membangun agen AI yang dapat memanfaatkan database perusahaan menggunakan MCP Toolbox for Databases. Anda akan...

COU

Coursera

audit free course

Visualizing Data in Excel

Raw data buried in rows and columns forces your audience to do mental work before they can act. When numbers sit in...

intermediate

COU

Coursera

audit free course

Ethics of Negotiation and AI

This course helps business professionals understand how ethics changes as AI becomes more integrated into the way we...

COU

Coursera

audit free course

Negotiation Skills Using AI

Chris Croft is an international speaker, widely published author, and highly experienced business trainer who has...

COU

Coursera

audit free course

Adobe Acrobat: AI Tools, Document Security and Accessibility

Your manager just sent you a 90-page report and needs a summary in 20 minutes. A contract going to a client still...

COU

Coursera

audit free course

Boost Coding with Cursor AI

What if your IDE could read your repo, plan a refactor, and write the patch—while you stayed in control of every...

COU

Coursera

audit free course

Streamline Workflows with Claude AI

Enterprise AI adoption surged 61% year-over-year as 70% of Fortune 100 companies now use Claude for productivity...

COU

Coursera

audit free course

Secure and Tune OAS Models

Are governance gaps costing your BI team more time than insight delivery? This Short Course was created to help...

intermediate

COU

Coursera

audit free course

Explore OAS Self-Service Analytics

What if you could turn a raw Excel budget file into a boardroom-ready dashboard within a few hours – no SQL...

intermediate

COU

Coursera

audit free course

Automate Auditable SAS EG Analytics

Research shows 80% of analytical projects is dedicated to data preparation, making efficient data structuring...

intermediate

COU

Coursera

audit free course

AI Governance, Ethics, and Future Trends in Web Development

This course provides a deep dive into AI’s role in web development, focusing on governance frameworks, ethics, and...

COU

Coursera

audit free course

Applied DeepSeek: Building Intelligent Systems

Apply DeepSeek to real-world scenarios through detailed case studies and learn how to build robust AI-powered...

intermediate

COU

Coursera

audit free course

Financial Statistics and Quantitative Analysis

Master the quantitative techniques that form the foundation of modern finance, risk management, and FRM Part I...

COU

Coursera

audit free course

Edge AI and Nanotechnology: Nanoscale Data Processing

Edge AI systems succeed or fail based on how data is ingested, validated, analyzed, serialized, streamed, and tested...

COU

Coursera

audit free course

KI‑Infrastruktur: Netzwerktechniken

"Willkommen zum Kurs „KI-Infrastruktur: Netzwerktechniken“. In diesem Kurs lernen Sie, die Infrastruktur von Google...

intermediate

COU

Coursera

audit free course

Zukunftsfähige Strategie: KI-Agenten entdecken, entwerfen und Prototypen erstellen

Mit dem Kurs „Zukunftsfähige Strategie: KI-Agenten entdecken, entwerfen und Prototypen erstellen“ werfen Sie einen...

intermediate

COU

Coursera

audit free course

Generative AI: Tools, Techniques, and Applications

This course delves into the world of generative AI, covering essential models, prompt engineering, and practical...

COU

Coursera

audit free course

Advanced Excel for Data Analysis & Automation

Learn how to apply advanced Excel techniques, analyze complex datasets, and automate repetitive tasks to improve...

COU

Coursera

audit free course

Managing AI Deployment Projects, Part 2

This course introduces the PMI Cognitive Project Management for AI (CPMAI) framework, providing you with a...

COU

Coursera

audit free course

Dataflow를 사용한 서버리스 데이터 처리: 운영

Dataflow 과정 시리즈의 마지막 편에서는 Dataflow 운영 모델의 구성요소를 소개합니다. 파이프라인 성능의 문제를 해결하고 최적화하기 위한 도구와 기법을 살펴봅니다. 그런 다음 Dataflow...

intermediate

COU

Coursera

audit free course

Üretken Yapay Zeka Uygulamaları: İşinizi Dönüştürün

Üretken Yapay Zeka Uygulamaları ile İşinizi Dönüştürün, Üretken Yapay Zeka Lideri öğrenme rotasının dördüncü...

intermediate

COU

Coursera

audit free course

Üretken Yapay Zeka: Chatbot'tan Daha Fazlası

Üretken Yapay Zeka: Chatbot'tan Daha Fazlası, Üretken Yapay Zeka Lideri öğrenme rotasının ilk kursudur ve ön koşul...

intermediate

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

AI Fluency for Educators

This course empowers faculty, instructional designers, and educational leaders to apply the 4D Framework...

COU

Coursera

audit free course

AWS: Generative AI Fundamentals

The AWS – Generative AI Fundamentals course is designed for business leaders, senior managers, cloud professionals,...

COU

Coursera

audit free course

Claude AI for Marketing

In this course, you will master the art of AI-driven marketing using Claude, moving far beyond basic prompt...

COU

Coursera

audit free course

Adversarial AI: Attacking, Defending & Governing ML Systems

As AI becomes central to cybersecurity defence, attackers are increasingly targeting the AI systems themselves....

advanced

COU

Coursera

audit free course

Generative AI in Action: Workplace Transformation

Welcome to Generative AI in Action: Workplace Transformation! This course will guide you through applying AI tools...

COU

Coursera

audit free course

Explainability Methods & Evaluation

This course explores advanced Explainable AI (XAI) techniques for interpreting and validating machine learning model...

intermediate

COU

Coursera

audit free course

智能体策略：探索、设计和原型开发

借助“智能体策略：探索、设计和原型开发”迈向未来本课程将带您掌握 Google 智能体 AI 转型框架，将传统的聊天机器人升级为能自主运转的得力助手。通过一个零售业用例，您将学习如何量化业务价值、确定 AI...

intermediate

COU

Coursera

audit free course

Owning the AI Lifecycle in Azure

Owning the AI Lifecycle in Azure focuses on managing AI system delivery from build through deployment and ongoing...

COU

Coursera

audit free course

L'IA générative pour le secteur de la santé

Spécialement conçu pour les professionnels de santé, ce cours lève le voile sur l'IA générative (la dernière avancée...

intermediate

COU

Coursera

audit free course

Mastering NLP: Foundations, ML & LLMs

Natural Language Processing (NLP) is transforming how businesses and technologies interact with human language. This...

COU

Coursera

audit free course

AWS Machine Learning Specialty Certification Guide

This comprehensive guide prepares you for the AWS Certified Machine Learning Specialty (MLS-C01) exam. You'll gain...

COU

Coursera

audit free course

Advanced ROS 2: Aerial Robotics, AI & Deployment

Advanced ROS 2 development is a critical skill for building intelligent, autonomous robotic systems in modern...

COU

Coursera

audit free course

에이전트 전략: 발견, 설계, 프로토타입 제작

미래로 나아가는 여정을 '에이전트 전략: 발견, 설계, 프로토타입 제작'으로 시작해 보세요. 이 과정에서는 Google의 에이전트 AI Transformation 프레임워크를 체계적으로 익히고 단순한 챗봇을...

intermediate

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

AI Infrastructure: デプロイタイプ

このコースでは、Google Cloud で AI とハイパフォーマンスコンピューティング（HPC）のワークロードをデプロイ、管理、最適化するための包括的なガイドを提供します。一連のレッスンと実践的なデモを通じて、Google...

COU

Coursera

audit free course

AI インフラストラクチャ: ネットワーキング手法

AI インフラストラクチャ: ネットワーキング手法」コースへようこそ。このコースでは、Google Cloud の高帯域かつ低レイテンシなインフラストラクチャを活用し、AI...

COU

Coursera

audit free course

Sales Data Analysis and Dashboards in Excel

Learn how to build interactive Excel sales dashboards that transform raw business data into clear visual insights...

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