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

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • É

    École Polytechnique Fédérale de Lausanne

    Mécanique de Newton

    Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Mechanical Engineering, Linear Algebra, Mathematical Modeling, Physics, Geometry, Vibrations, Derivatives

    4.6 stars, 114 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (114) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • G

    Goldman Sachs

    Digital Marketing Strategy with Goldman Sachs 10,000 Women

    Skills you'll gain: Social Media Campaigns, Digital Marketing Tools, Social Media, Social Media Marketing, Paid media, Digital Media Strategy, Digital Marketing Campaigns, Online Advertising, Campaign Management, Social Media Strategy, Search Engine Marketing, Digital Marketing, Pay Per Click Advertising, Campaign Planning, Marketing Strategy and Techniques, Owned Media, Earned Media, Marketing Design, Analytics

    4.7 stars, 1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1K) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • D

    DeepLearning.AI

    Carbon Aware Computing for GenAI Developers

    Skills you'll gain: Google Cloud Platform, Cloud Development, Model Training, Cloud Computing, Applied Machine Learning, Spatial Data Analysis, Machine Learning, Real Time Data

    4.7 stars, 17 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.7 (17) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    Interplay Learning

    Common HVAC Formulas

    Skills you'll gain: HVAC, Energy and Utilities, Hardware Troubleshooting, Thermal Management, Engineering Calculations, Facility Repair And Maintenance, Systems Of Measurement, Engineering Analysis, Facility Management, Applied Mathematics

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • É

    École normale supérieure

    Statistical Mechanics: Algorithms and Computations

    Skills you'll gain: Sampling (Statistics), Mathematical Software, Physics, Simulations, Numerical Analysis, Markov Model, Mechanics, Simulation and Simulation Software, Algorithms, Programming Principles, Applied Mathematics, Integral Calculus, Model Optimization, Program Development

    4.8 stars, 274 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (274) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • U

    University of London

    Discover Acting

    Skills you'll gain: Performing Arts, Oral Expression, Self-Awareness, Writing, Storytelling, Creativity

    4.9 stars, 222 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (222) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Apply Flutter App Development From Beginner to Advanced

    Skills you'll gain: Responsive Web Design, Flutter (Software), Mobile Development, Application Development, Mobile Development Tools, Data Validation, iOS Development, User Interface and User Experience (UI/UX) Design, Information Architecture, User Interface (UI) Design, User Interface (UI), Application Design, Cross Platform Development, UI Components, Interactive Design, Software Design, Interaction Design, Scalability, Usability, Verification And Validation

    4.9 stars, 43 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.9 (43) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Leveraging AI for Enhanced Content Creation

    Skills you'll gain: Generative AI, AI powered creativity, Advertising, Advertising Campaigns, Content Creation, ChatGPT, AI Enablement, Large Language Modeling, Responsible AI, Video Editing

    4.5 stars, 139 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (139) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    IntelliJ IDEA Essentials: Build, Test, and Manage Projects

    Skills you'll gain: IntelliJ IDEA, Software Design, Software Configuration Management, Object Oriented Programming (OOP), Apache Maven, Object Oriented Design, Integrated Development Environments, Software Development Tools, Build Tools, Version Control, Software Architecture, Git (Version Control System), GitHub, Data Import/Export, Development Environment, Java, Program Development, Kotlin, Debugging, Software Installation

    4.7 stars, 72 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.7 (72) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Budgetary Control and Variance Analysis

    Skills you'll gain: Budget Management, Cost Control, Variance Analysis, Budgeting, Cash Management, Operating Budget, Video Production, Cost Management, Management Reporting, Cash Flow Forecasting, Fiscal Management, Media Production, Cash Flows, Photo/Video Production and Technology, Production Planning, Operating Cost, Post-Production, Cinematography, Microsoft Excel, Financial Planning

    Beginner · Specialization · 3 - 6 Months

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

    EDUCBA

    Data Analysis with NumPy and Pandas

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Data Import/Export, NumPy, Business Reporting, Data Wrangling, Jupyter, Data Visualization, Microsoft Excel, Plot (Graphics), Data Transformation, Data Analysis Software, Data Analysis, Data Cleansing, Data Preprocessing, Analytics, Business Analytics, Data Processing, Python Programming

    4.8 stars, 30 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (30) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Introduction to Modern Web Development with ASP.NET Core

    Skills you'll gain: Restful API, Model View Controller, ASP.NET, OAuth, API Design, Web Development, Application Programming Interface (API), .NET Framework, Web Services, Authentications, Unit Testing, Back-End Web Development, C# (Programming Language), Web Applications, Object-Relational Mapping, Application Frameworks, API Testing, Authorization (Computing), Cloud Computing, Computer Programming

    4.7 stars, 38 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (38) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…336337338…834

In summary, here are 10 of our most popular applied machine learning courses

  • Mécanique de Newton: École Polytechnique Fédérale de Lausanne
  • Digital Marketing Strategy with Goldman Sachs 10,000 Women: Goldman Sachs
  • Carbon Aware Computing for GenAI Developers: DeepLearning.AI
  • Common HVAC Formulas: Interplay Learning
  • Statistical Mechanics: Algorithms and Computations: École normale supérieure
  • Discover Acting: University of London
  • Apply Flutter App Development From Beginner to Advanced: EDUCBA
  • Leveraging AI for Enhanced Content Creation: Coursera
  • IntelliJ IDEA Essentials: Build, Test, and Manage Projects: EDUCBA
  • Budgetary Control and Variance Analysis: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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
  • Cookies Preference Center
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok