• 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


  • D

    Duke University

    Art of the MOOC: Art, Culture, and Society

    Skills you'll gain: Color Theory, World Music, Disabilities, Music History, Social Justice, Performing Arts, Community Organizing, Liberal Arts, Interactive Learning, Peer Review, Musical Composition, Cultural Diversity, Aesthetics, Music, Music Theory, Art History, Sociology, Creativity, Critical Thinking, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    338 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Customising your models with TensorFlow 2

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Data Pipelines, Keras (Neural Network Library), Transfer Learning, Deep Learning, Convolutional Neural Networks, Natural Language Processing, Embeddings, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    196 reviews

    Intermediate · Course · 1 - 3 Months

  • N

    Nanyang Technological University, Singapore

    Motivating Gen Z Learners: What Parents and Teachers Need to Know

    Skills you'll gain: Growth Mindedness, Motivational Skills, Self-Motivation, Needs Assessment, Learning Theory, Student Engagement, Interactive Learning, Parent Communication, Adult Learning Principles, Learning Strategies, Learning Styles, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    360 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Social Work Practice: Advocating Social Justice and Change

    Skills you'll gain: Social Work, Community and Social Work, Social Justice, Social Sciences, Advocacy, Cultural Sensitivity, Diversity Awareness, Research, Policty Analysis, Research, and Development, Systems Thinking, Human Development, Ethical Standards And Conduct

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    440 reviews

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Introduction to Technical Support

    Skills you'll gain: IT Service Management, Technical Support, Desktop Support, Service Level, Help Desk Support, Customer Service, System Support, End User Training and Support, Remote Access Systems, Issue Tracking, Technical Communication, Technical Documentation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Python for Genomic Data Science

    Skills you'll gain: Bioinformatics, Data Structures, Jupyter, Python Programming, Programming Principles, Object Oriented Programming (OOP), File I/O, Computational Logic, Package and Software Management, Data Manipulation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    1.8K reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Case Western Reserve University

    Inspiring Leadership through Emotional Intelligence

    Skills you'll gain: Emotional Intelligence, Compassion, Organizational Leadership, Coaching, Leadership Development, Business Leadership, Organizational Change, Personal Development, Leadership, Empathy, Self-Awareness, Stress Management, Positivity, Change Management, People Development, Mindfulness, Relationship Building

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.7K reviews

    Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique

    Quantum Optics 1 : Single Photons

    Skills you'll gain: Physics, electromagnetics, Experimentation, Cryptography, Laboratory Research, Applied Mathematics, Engineering, Scientific, and Technical Instruments, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    338 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Graduate Admission Prediction with Pyspark ML

    Skills you'll gain: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    34 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Data Mining Methods

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Supervised Learning, Classification Algorithms, Decision Tree Learning, Machine Learning Algorithms, Exploratory Data Analysis, Analysis, Machine Learning, Algorithms, Bayesian Statistics, Artificial Neural Networks, Model Evaluation

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    71 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Web Scraping, Data Synthesis, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Data Analysis Software, Unstructured Data, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    390 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    Macquarie University

    Negotiation skills: Negotiate and resolve conflict

    Skills you'll gain: Conflict Management, Negotiation, Intercultural Competence, Stakeholder Management, Leadership, Leadership and Management, Organizational Leadership, Emotional Intelligence, Cultural Diversity, Self-Awareness, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    840 reviews

    Beginner · Course · 1 - 3 Months

1…220221222…676

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

  • Art of the MOOC: Art, Culture, and Society: Duke University
  • Customising your models with TensorFlow 2: Imperial College London
  • Motivating Gen Z Learners: What Parents and Teachers Need to Know: Nanyang Technological University, Singapore
  • Social Work Practice: Advocating Social Justice and Change: University of Michigan
  • Introduction to Technical Support : IBM
  • Python for Genomic Data Science: Johns Hopkins University
  • Inspiring Leadership through Emotional Intelligence: Case Western Reserve University
  • Quantum Optics 1 : Single Photons: École Polytechnique
  • Graduate Admission Prediction with Pyspark ML: Coursera
  • Data Mining Methods: University of Colorado Boulder

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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