• 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


  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    ELL Success in the Content Classroom: Capstone Project

    Skills you'll gain: Lesson Planning, Teaching, Differentiated Instruction, Instructional Strategies, Curriculum Planning, Education and Training, Peer Review, Educational Materials, Instructional Design, Pedagogy, Student Engagement, Community Outreach, Parent Communication, English Language, Language Learning, Writing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tsinghua University

    Data Structures and Algorithms (IV)

    Skills you'll gain: Data Structures, Algorithms, Computer Programming

    2.7
    Rating, 2.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Migrating On-premises MySQL Using a Continuous Database Migration Service Job

    Skills you'll gain: MySQL, Data Migration, Google Cloud Platform, Operational Databases, Database Administration, Virtual Private Networks (VPN), Database Management, Data Import/Export

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Advanced · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Global Macro and Hedge Fund Strategy Analysis

    Skills you'll gain: Portfolio Risk, Risk Management, Portfolio Management, Investment Management, Hedge Accounting, Risk Analysis, Credit Risk, Futures Exchange, Financial Trading, Investments, Financial Market, International Finance, Securities Trading, Mergers & Acquisitions, Market Opportunities, Fund Accounting, Market Analysis, Trend Analysis

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Allen Bradley Micro850 PLC with IIoT

    Skills you'll gain: Programmable Logic Controllers, Computational Logic, Code Reusability, Data Structures, Diagram Design, Dataflow, Microsoft Azure, Automation, Program Development, Performance Tuning, Data Management, System Configuration, Interactive Data Visualization, Data Integration, Functional Design, Fine-tuning, Communication, Simulations

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Unity: Design Voxel Environments with Marching Squares

    Skills you'll gain: Unity Engine, Video Game Development, Computer Graphics, Performance Tuning, Visualization (Computer Graphics), Software Visualization, Computer Graphic Techniques, Code Reusability, Maintainability, C# (Programming Language), Computational Logic, Geometry, Design

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Python Fundamentals for Designers

    Skills you'll gain: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Computer Graphics, Computational Logic, Computer Graphic Techniques, Computational Thinking, File I/O, Data Structures, Animations, Image Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze Market Basket Data Using R

    Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Visualization, Data Manipulation, Model Training, Statistical Visualization, Data Quality, Consumer Behaviour, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Azure Cybersecurity Solutions And Microsoft Defender

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Azure Active Directory, Microsoft Azure, Cyber Security Policies, Cloud Security, Firewall, Cyber Attacks, Cybersecurity, Malware Protection, Cyber Threat Intelligence, Identity and Access Management, Network Security, Endpoint Detection and Response, Threat Management, Endpoint Security, Security Information and Event Management (SIEM), Threat Detection, Security Controls, Intrusion Detection and Prevention, Event Management

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Learn Siemens S7-1200 PLC and HMI via TIA Portal (Advanced)

    Skills you'll gain: Human Machine Interfaces, Network Protocols, Communication Systems, System Configuration, Remote Access Systems, Automation, Web Servers, Scripting, System Monitoring, Systems Integration, Authorization (Computing), Algorithms, Data Structures

    Advanced · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Software Project Management Skills

    Skills you'll gain: Software Development Methodologies, Scheduling, Stakeholder Engagement, Scope Management, Team Management, Project Schedules, Systems Development Life Cycle, Stakeholder Management, Agile Software Development, Team Performance Management, Project Scoping, Project Management, Project Risk Management, Change Control, Team Leadership, Organizational Leadership, Risk Management, Timelines, Project Management Life Cycle, Agile Project Management

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Implementando modelo Computer Vision en Amazon Sagemaker

    Skills you'll gain: Model Deployment, Model Training, Amazon Web Services, Cloud Deployment, Computer Vision, Cloud Computing, Machine Learning

    Beginner · Guided Project · Less Than 2 Hours

1…579580581…834

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

  • ELL Success in the Content Classroom: Capstone Project: Arizona State University
  • Data Structures and Algorithms (IV): Tsinghua University
  • Migrating On-premises MySQL Using a Continuous Database Migration Service Job: Google Cloud
  • Global Macro and Hedge Fund Strategy Analysis: EDUCBA
  • Allen Bradley Micro850 PLC with IIoT: Packt
  • Unity: Design Voxel Environments with Marching Squares: EDUCBA
  • Python Fundamentals for Designers: University of Michigan
  • Analyze Market Basket Data Using R: EDUCBA
  • Azure Cybersecurity Solutions And Microsoft Defender: Microsoft
  • Learn Siemens S7-1200 PLC and HMI via TIA Portal (Advanced): Packt

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