• 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


  • J

    Johns Hopkins University

    Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About

    Skills you'll gain: Public Health, Public Safety and National Security, Policy Analysis, Research, and Development, Public Policies, Social Studies, Social Sciences, Advocacy, Community Organizing, Law, Regulation, and Compliance

    3.6 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.6 (22) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • E

    EDUCBA

    Python GUI: Design, Manage & Deliver

    Skills you'll gain: User Interface (UI), User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Code Reusability, Maintainability, Application Design, Property Management Systems, Application Development, Program Development, Microsoft Windows, Object Oriented Programming (OOP), Python Programming

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Mastering Windows Server 2025

    Skills you'll gain: Active Directory, Group Policy, Windows PowerShell, File Management, Windows Servers, Remote Access Systems, Hyper-V, Public Key Infrastructure, Software-Defined Networking, Microsoft Servers, Microsoft Windows, Dynamic Host Configuration Protocol (DHCP), Containerization, Server Administration, Network Troubleshooting, Docker (Software), Virtual Private Networks (VPN), Operating System Administration, Hardening, Systems Administration

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Program Communications Planning in ClickUp

    Skills you'll gain: Program Management, Communication Planning, Project Documentation, Project Management Software, Process Modeling, Project Management, Diagram Design, Program Development, Agile Methodology, Communication Strategies, Strategic Communication

    4.4 stars, 10 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (10) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • E

    EDUCBA

    Apply Mobile RPA Automation for Ecommerce Apps

    Skills you'll gain: Robotic Process Automation, Product Automation, Mobile Development Tools, Customer Insights, Automation, Business Process Automation, Workflow Management, Web Scraping, E-Commerce, Development Environment, Data Import/Export, Analysis, Competitive Analysis, Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    Hadoop Projects: Analyze & Optimize Big Data

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Data Preprocessing, Data Analysis, File Management

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Cloud の AI を活用したイノベーション

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Digital Transformation, Data Ethics, Responsible AI, Data Quality, AI literacy, Machine Learning, Model Training, Cloud API, Applied Machine Learning, Model Deployment, Computer Vision, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mastering Categorical Data Analysis with SAS

    Skills you'll gain: Logistic Regression, SAS (Software), Predictive Analytics, Predictive Modeling, Advanced Analytics, Feature Engineering, Statistical Software, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Statistical Hypothesis Testing, Probability & Statistics, Data Transformation, Descriptive Statistics, Graphing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Whole Class with PhET for STEM Education

    Skills you'll gain: Mathematics Education, Education Software and Technology, Instructional Strategies, Teaching, Digital pedagogy, Curriculum Planning, Simulations, Simulation and Simulation Software, Design Strategies, Interactive Design, Display Devices

    4.9 stars, 24 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (24) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • L

    Logical Operations

    Advanced Python: Data Science, Testing, and Distribution

    Skills you'll gain: Data Cleansing, Data Preprocessing, Unit Testing, Package and Software Management, Python Programming, Data Science, Computer Programming, Debugging, Scripting, Software Development, Machine Learning, Database Application, Object Oriented Programming (OOP), Regression Analysis, Programming Principles, Scripting Languages, Databases, Object Oriented Design, Relational Databases, User Interface (UI) Design

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Equity Valuation and Portfolio Analysis

    Skills you'll gain: Technical Analysis, Equities, Portfolio Management, Investment Management, Tax Management, Tax Planning, Financial Market, Private Equity, Investments, Market Trend, Market Data, Business Valuation, Financial Analysis, Market Analysis, Operational Analysis, Financial Trading, Return On Investment, Trend Analysis, Performance Analysis, Financial Statement Analysis

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Lambda Expressions with Java

    Skills you'll gain: Eclipse (Software), Java, Integrated Development Environments, Java Programming, Code Reusability, Functional Design

    4.2 stars, 21 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.2 (21) · Intermediate · Guided Project · Less Than 2 Hours

1…711712713…834

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

  • Firearm Purchaser Licensing Teach-Out: The Background Check Policy Not Enough People Are Talking About: Johns Hopkins University
  • Python GUI: Design, Manage & Deliver: EDUCBA
  • Mastering Windows Server 2025: Packt
  • Program Communications Planning in ClickUp: Coursera
  • Apply Mobile RPA Automation for Ecommerce Apps: EDUCBA
  • Hadoop Projects: Analyze & Optimize Big Data: EDUCBA
  • Google Cloud の AI を活用したイノベーション: Google Cloud
  • Mastering Categorical Data Analysis with SAS: EDUCBA
  • Whole Class with PhET for STEM Education: University of Colorado Boulder
  • Advanced Python: Data Science, Testing, and Distribution: Logical Operations

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
  • Do Not Sell/Share
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