• 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


  • Y

    Yale University

    Health Behavior Change: From Evidence to Action

    Skills you'll gain: Health Promotion, Health Education, Behavioral Health, Nutrition Education, Mental and Behavioral Health, Social Determinants Of Health, Nutrition and Diet, Mental Health Diseases and Disorders, Public Health, Public Health and Disease Prevention, Behavior Management, Behavioral Economics, Exercise Science, Goal Setting, Mental Health, Epidemiology, Mental Health Therapies, Stress Management, Gerontology

    4.7 stars, 490 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (490) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Sage Publications

    From Social Science to Data Science

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Category: Preview
    Preview
  • O

    O.P. Jindal Global University

    Introduction to Critical Reading & Research Writing

    Skills you'll gain: Research Design, Research, Writing, Writing and Editing, Research and Design, Critical Thinking, Qualitative Research, Communication, Problem Solving, English Language

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • L

    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Model Optimization, Generative Model Architectures, Machine Learning Methods, AI Workflows, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Model Training, Cloud Security, Amazon Elastic Compute Cloud, Risking, AI literacy, Embeddings, MLOps (Machine Learning Operations), Deep Learning, Data Wrangling

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

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

    Status: Free trial
    Free trial
  • S

    SAS

    Statistical Thinking for Industrial Problem Solving, presented by JMP

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Process Controls, Correlation Analysis, Statistics, Data-Driven Decision-Making, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Statistical Software, Probability & Statistics, Regression Analysis, Statistical Inference, Predictive Analytics, Data Analysis, SAS (Software), Scatter Plots, Experimentation, Analytical Skills, Data Visualization

    4.8 stars, 101 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (101) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • R

    Rice University

    Introduction to Electricity and Magnetism

    Skills you'll gain: Basic Electrical Systems, Electrical Engineering, Torque (Physics), electromagnetics, Physics, Electrical Systems, Electronics, Electronic Components, Engineering Calculations, Mechanics, Mathematical Modeling, Applied Mathematics, Problem Solving, Scientific Visualization, Calculus, Integral Calculus, Differential Equations, Trigonometry

    4.7 stars, 275 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.7 (275) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Microsoft

    Software Testing Fundamentals and Methodologies

    Skills you'll gain: Software Testing, Software Quality Assurance, Acceptance Testing, System Testing, Functional Testing, Software Quality (SQA/SQC), Quality Assurance, Behavior-Driven Development, Unit Testing, Verification And Validation, Test Tools, Test Planning, Integration Testing, User Acceptance Testing (UAT), Test Case, Software Development Life Cycle, Systems Development Life Cycle, User Story, Development Environment, Quality Control

    4.8 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (6) · Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Macquarie University

    Leading transformations: Manage change

    Skills you'll gain: Change Management, Organizational Change, Business Transformation, Influencing, Open Mindset, Cognitive flexibility, Leadership, Adaptability, Leadership Development, Resource Management, Resourcefulness, Process Mapping, Growth Mindedness, Gap Analysis, Dealing With Ambiguity, Ingenuity, Performance Measurement, Creative Thinking

    4.7 stars, 1.7K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (1.7K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Lean Six Sigma White Belt: Analyze & Improve

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Six Sigma Methodology, Lean Manufacturing, Quality Improvement, Process Improvement, Process Improvement and Optimization, Process Analysis, Quality Management, Operational Efficiency, Continuous Improvement Process, Business Process Improvement, Process Optimization, Root Cause Analysis, Waste Minimization, Pareto Chart

    4.6 stars, 20 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.6 (20) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    K-Means Clustering 101: World Happiness Report

    Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Scientific Visualization, Social Sciences, Machine Learning Methods, Socioeconomics, Statistical Machine Learning, Machine Learning Algorithms, Social Studies, Economics, Policy, and Social Studies, Social Determinants Of Health, Data Mining, Data Analysis, Python Programming

    4.7 stars, 21 reviews, Beginner, Guided Project, Less Than 2 Hours

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

  • J

    John Wiley & Sons

    Cybersecurity For Dummies

    Skills you'll gain: Cybersecurity, Cyber Security Assessment, Human Factors (Security), Incident Response, Cyber Attacks, Cyber Security Strategy, Cyber Threat Intelligence, Security Management, Authentications, Vulnerability Assessments, Governance, Disaster Recovery, Computer Security Incident Management, Security Awareness, Threat Management, Threat Detection, Enterprise Security, Security Controls, Network Security, Risk Management

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • J

    John Wiley & Sons

    Getting Started with Facebook

    Skills you'll gain: Facebook, Social Media, Safety and Security, digital literacy, Security Awareness, Personally Identifiable Information, Information Privacy, Relationship Building, Social Media Strategy, Social Media Content, Web Presence, User Accounts, UI Components, Online Advertising, Security Controls, Registration, User Interface (UI), Data Sharing, Web Content, Communication

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…231232233…834

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

  • Health Behavior Change: From Evidence to Action: Yale University
  • From Social Science to Data Science: Sage Publications
  • Introduction to Critical Reading & Research Writing: O.P. Jindal Global University
  • AWS AI Practitioner Certification Prep: LearnKartS
  • Statistical Thinking for Industrial Problem Solving, presented by JMP: SAS
  • Introduction to Electricity and Magnetism: Rice University
  • Software Testing Fundamentals and Methodologies: Microsoft
  • Leading transformations: Manage change: Macquarie University
  • Lean Six Sigma White Belt: Analyze & Improve: EDUCBA
  • K-Means Clustering 101: World Happiness Report: Coursera

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