• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Machine Learning

Cours en Apprentissage automatique

Les cours en apprentissage automatique peuvent vous aider à comprendre comment construire, entraîner et analyser des modèles prédictifs. Vous pouvez développer des compétences en préparation des données, choix d'algorithmes, optimisation et évaluation. De nombreux cours utilisent des bibliothèques courantes pour tester des modèles.

Cours et certificats populaires en Apprentissage automatique


  • cplus logo

    Ends soon! Gain skills with 40% off Coursera Plus

    Save 40% for 3 months
  • C

    Coursera

    Digital Business Marketing with Easil

    Skills you'll gain: Photo Editing, Facebook, Digital Advertising, Graphic Design, Marketing Design, Marketing Materials, Online Advertising, Social Media Content, Social Media Marketing, Advertising, Social Media, Digital Marketing Tools, Dashboard, Marketing, User Accounts, Business

    4.7 stars, 35 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.7 (35) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Introduction to PicsArt for Social Media Marketing

    Skills you'll gain: Social Media Marketing, Social Media, Social Media Content, Social Media Strategy, Photo Editing, Marketing, Photo/Video Production and Technology, Graphics Software, Graphic and Visual Design Software, Graphical Tools, Graphic Design, Computer Graphic Techniques, Entrepreneurship, Business

    4.5 stars, 86 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.5 (86) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Measure ML Impact & Business Value

    Skills you'll gain: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Storytelling, Dashboard Creation, Dashboard, Performance Measurement, Performance Metric, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Estimation, Product Management, Statistical Methods, Business, Stakeholder Communications, Power Electronics

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A
    A

    Multiple educators

    Real-World AI for Everyone

    Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, Prompt Engineering Tools, AI Personalization, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Project Planning, Planning, Business Planning, Project Management, Business

    4.7 stars, 128 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (128) · Beginner · Specialization · 1 - 3 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Data Analysis and Reporting: Excel, QuickSight, and SSRS

    Skills you'll gain: SQL Server Reporting Services, Dashboard, Dashboard Creation, Interactive Data Visualization, Data Presentation, Microsoft Excel, Excel Macros, Data Visualization Software, Excel Formulas, Microsoft SQL Servers, Business Reporting, Business Intelligence, Cloud-Native Computing, SQL, Data Analysis, Analytics, Automation, Analysis, Business, Design

    4.7 stars, 16 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (16) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial

What brings you to Coursera today?

  • E

    EDUCBA

    Digital Marketing & Paid Search Specialist

    Skills you'll gain: Google Ads, Strategic Marketing, Data-Driven Marketing, Marketing Strategies, Marketing, Pay Per Click Advertising, Marketing Planning, Customer Analysis, Performance marketing, Advertising Campaigns, Campaign Management, Digital Marketing Campaigns, Business, Advertising, Analysis, Bidding, Performance Reporting, Automation, Forecasting, Communication

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Machine Learning for Predictive Business Analytics

    Skills you'll gain: Model Evaluation, Feature Engineering, Data Preprocessing, Demand Planning, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Inventory and Warehousing, Analytics, Data Processing, Data Wrangling, Advanced Analytics, Machine Learning, Business

    5 stars, 14 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 5 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Glasgow

    Strategic Business Leadership

    Skills you'll gain: Strategic Leadership, Business Leadership, Digital Transformation, Leadership Studies, Business Transformation, Plan Execution, Business Strategy, Strategic Decision-Making, Organizational Strategy, Leadership, Business Planning, Leadership Development, Corporate Strategy, Innovation, Goal Setting, Business, Business Management, Growth Strategies

    4.8 stars, 24 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.8 (24) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Payment Fraud & Dispute Resolution + PCI‑DSS Training

    Skills you'll gain: Payment Card Industry (PCI) Data Security Standards, Credit/Debit Card Processing, Merchant Services, Payment Processing, Payment Systems, Payment Processing and Collection, Arbitration, Loss Prevention, Customer Complaint Resolution, Claims Processing, Security Controls, Auditing, Security Strategy, Conflict Management, Transaction Processing, Negotiation, Information Technology, Business, Finance, Securities (Finance)

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Oracle BI 12c Foundations: Architecture and Administration

    Skills you'll gain: Scalability, Business Intelligence, Business Intelligence Software, System Implementation, Operating System Administration, Oracle Cloud, Software Installation, Enterprise Application Management, Database Administration, Role-Based Access Control (RBAC), Infrastructure Architecture, Application Lifecycle Management, System Configuration, Management Reporting, Server Administration, User Provisioning, Business Reporting, Middleware, Data Management, Business

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Global Economics and International Trade

    Skills you'll gain: International Finance, International Relations, Economics, Financial Market, Economic Development, Business Economics, Analysis, Risk Analysis, Economics, Policy, and Social Studies, Policy Analysis, Investment Management, Finance, Risk Management Framework, Market Dynamics, Investments, Business, Supply And Demand, Cooperation, Systems Analysis

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
  • E

    EDUCBA

    Assess Corporate Valuation and Financial Statements

    Skills you'll gain: Business Valuation, Financial Statement Analysis, Equities, Financial Modeling, Financial Analysis, Corporate Finance, Financial Statements, Financial Reporting, Mergers & Acquisitions, Financial Forecasting, Finance, Analysis, International Finance, Cost Estimation, Business Reporting, Forecasting, Business, Risk Analysis, Performance Analysis, Estimation

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New

What brings you to Coursera today?

1234…18

Best free Machine Learning courses

High-quality free Machine Learning courses you can start today.

  1. 1
    Digital Business Marketing with Easil
    CourseraBeginnerLess Than 2 Hours4.7(35)Free
  2. 2
    Introduction to PicsArt for Social Media Marketing
    CourseraBeginnerLess Than 2 Hours4.5(86)Free

Best Machine Learning courses from EDUCBA

Top-rated Machine Learning courses offered by EDUCBA on Coursera.

  1. 1
    Data Analysis and Reporting: Excel, QuickSight, and SSRS
    EDUCBABeginner1 - 3 Months4.7(16)EDUCBA
  2. 2
    Digital Marketing & Paid Search Specialist
    EDUCBABeginner1 - 3 MonthsEDUCBA
  3. 3
    Apply Machine Learning for Predictive Business Analytics
    EDUCBABeginner1 - 3 Months5.0(14)EDUCBA

Best Machine Learning certificate programs

Earn a certificate in Machine Learning from top universities and companies.

  1. 1
    Real-World AI for Everyone
    Advancing Women in TechBeginner1 - 3 Months4.7(128)Specialization
  2. 2
    Strategic Business Leadership
    University of GlasgowIntermediate1 - 3 Months4.8(24)Specialization

Best Machine Learning courses for beginners

Top-rated beginner-friendly Machine Learning courses with no prerequisites.

  1. 1
    Oracle BI 12c Foundations: Architecture and Administration
    PacktBeginner1 - 3 MonthsNo prerequisites
  2. 2
    Analyze Global Economics and International Trade
    EDUCBABeginner1 - 4 WeeksNo prerequisites
  3. 3
    Assess Corporate Valuation and Financial Statements
    EDUCBABeginner1 - 4 WeeksNo prerequisites

Frequently Asked Questions about Machine Learning

Machine learning is a subset of artificial intelligence that enables systems to learn from data, identify patterns, and make decisions with minimal human intervention. It is important because it drives innovation across various sectors, from healthcare to finance, by automating processes and providing insights that were previously unattainable. As industries increasingly rely on data-driven decision-making, understanding machine learning becomes essential for staying competitive.‎

A variety of job opportunities exist in the field of machine learning. Positions include machine learning engineer, data scientist, AI researcher, and business intelligence analyst. These roles often require a blend of programming skills, statistical knowledge, and domain expertise. As organizations continue to adopt machine learning technologies, the demand for skilled professionals in this area is expected to grow.‎

To learn machine learning effectively, you should focus on several key skills. Proficiency in programming languages such as Python or R is crucial, along with a solid understanding of statistics and linear algebra. Familiarity with data manipulation and visualization tools, as well as experience with machine learning frameworks like TensorFlow or PyTorch, will also be beneficial. These skills will provide a strong foundation for your machine learning journey.‎

There are many excellent online resources for learning machine learning. Notable options include the IBM Machine Learning Professional Certificate and the Machine Learning with Scikit-learn, PyTorch & Hugging Face Professional Certificate. These programs offer structured learning paths and hands-on projects to help you build practical skills.‎

Yes. You can start learning Machine Learning on Coursera for free in two ways:

  1. Preview the first module of many Machine Learning courses at no cost. This includes video lessons, readings, graded assignments, and Coursera Coach (where available).
  2. Start a 7-day free trial for Specializations or Coursera Plus. This gives you full access to all course content across eligible programs within the timeframe of your trial.

If you want to keep learning, earn a certificate in Machine Learning, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎

To learn machine learning, start by taking introductory courses that cover the basics of algorithms and data analysis. Engage in hands-on projects to apply what you've learned, and gradually progress to more advanced topics. Utilize online resources, participate in forums, and collaborate with peers to enhance your understanding. Consistent practice and real-world application will reinforce your skills.‎

Typical topics covered in machine learning courses include supervised and unsupervised learning, regression analysis, classification techniques, clustering, and neural networks. Additionally, courses often explore data preprocessing, feature engineering, and model evaluation. Understanding these concepts will equip you with the knowledge needed to tackle various machine learning challenges.‎

For training and upskilling employees in machine learning, programs like the Applied Machine Learning Specialization are highly effective. These courses focus on practical applications and real-world scenarios, making them suitable for professionals looking to enhance their skills and contribute to their organizations' data-driven initiatives.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok