• 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


  • U

    University of California, Irvine

    Interviewing for DS/AI Roles

    Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Machine Learning, Compensation and Benefits, Job Evaluation, Data Analysis, Web Presence, Recruitment, Events and Conferences, Data Architecture, AI literacy, Relationship Building, Job Analysis

    4.7 stars, 32 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (32) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Imperial College London

    Health Systems Development: Health systems, Policy and Research

    Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Policy Analysis, Research, and Development, Public Health, Public Health and Disease Prevention, Health Promotion, Policy Analysis, Health Administration, Public Policies, Research

    4.8 stars, 98 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (98) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Kubernetes: Build, Configure & Troubleshoot Clusters

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Containerization, Devops Tools, Amazon Web Services, Application Deployment, Cloud Infrastructure, Scenario Testing, Cloud Deployment, Network Troubleshooting, Ubuntu, Infrastructure Architecture, Cloud Management, System Configuration

    4.9 stars, 16 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (16) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Media Planning and Advertising Strategy

    Skills you'll gain: Media Planning, Digital Advertising, Media Strategy, Advertising Campaigns, Digital Media Strategy, Online Advertising, Paid media, Target Audience, Advertising, Media and Communications, Campaign Planning, Digital Marketing, Marketing Channel, Cross-Channel Marketing, Performance marketing, Digital Marketing Campaigns, Marketing Effectiveness, Marketing, Planning, Decision Making

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • T

    Tecnológico de Monterrey

    2.- El Cálculo - Modelo Cuadrático

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Calculus, Applied Mathematics, Mechanics, Algebra, Mathematical Modeling, General Mathematics, Model Optimization, Mathematics Education, Mathematical Software, Graphing, Derivatives, Graphical Tools

    4.8 stars, 341 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (341) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Establishing Product-Market Fit

    Skills you'll gain: Competitive Analysis, Value Propositions, Target Market, Target Audience, Product Improvement, Product Management, User Experience, Product Development, Product Design, Product Strategy, Customer Analysis, Product Planning, Agile Product Development, Market Analysis, Product Requirements, User Feedback, Product Testing, Continuous Improvement Process, Needs Assessment, Ideation

    4.6 stars, 91 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (91) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Banking Credit & Loan Appraisal

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Lending and Underwriting, Commercial Lending, Financial Analysis, General Lending, Risking, Loans, Regulatory Compliance, Credit Risk, Banking, Working Capital, Balance Sheet, Commercial Banking, Financial Regulation, Law, Regulation, and Compliance, Bank Regulations, Compliance Management, Business Metrics, Legal Risk

    5 stars, 14 reviews, Mixed, Course, 1 - 3 Months

    ★ 5 (14) · Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Life 101: Mental and Physical Self-Care

    Skills you'll gain: Stress Management, Personal Development, Emotional Intelligence, Self-Awareness, Mindfulness, Empathy & Emotional Intelligence, Personal Care, Nutrition Education, Mental Health, Substance Abuse, Nutrition and Diet, Positivity, Habit Formation, Preventative Care, Exercise Science, Self-Motivation, Behavioral Health, Mental and Behavioral Health, Environment and Resource Management, Health Education

    4.8 stars, 276 reviews, Beginner, Course, 1 - 3 Months

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

  • J

    Johns Hopkins University

    Teaching Writing

    Skills you'll gain: Lesson Planning, Peer Review, Editing, Student-Centred Learning, Teaching, Writing, Writing and Editing, Instructional Strategies, Course Development, Literacy, Student Engagement, Storytelling, Empowerment, Mentorship, Case Studies, Content Creation, Persuasive Communication, Creativity, Qualitative Research, Critical Thinking

    4.6 stars, 61 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (61) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Customer Relationship Management with Case Study

    Skills you'll gain: Customer Relationship Management, Customer Relationship Management (CRM) Software, Customer Data Management, Customer Analysis, Organizational Strategy, Customer Relationship Building, Salesforce, Marketing Automation, Customer Insights, Operational Analysis, Case Studies, Market Analysis, Analysis, Business Strategy, Business Process Automation, Spatial Data Analysis, Customer experience improvement, Auditing

    4.8 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze & Evaluate Credit Risk for Banks

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Credit Risk, Risk Modeling, Income Statement, Balance Sheet, Cash Flows, Financial Modeling, Lending and Underwriting, Predictive Modeling, Business Metrics, Cash Flow Forecasting, Risk Analysis, Predictive Analytics, Commercial Lending, Banking, Working Capital, Business, Quality Assessment

    5 stars, 10 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (10) · Mixed · Course · 1 - 4 Weeks

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

    EDUCBA

    Ethical Hacking with Metasploit, SQL & Crypto

    Skills you'll gain: Metasploit, Exploitation techniques, Penetration Testing, Database Management, Cryptographic Protocols, Cryptography, Database Software, Security Testing, Cyber Security Assessment, Data Import/Export, Encryption, Brute-force attacks, Vulnerability Assessments, Information Systems Security, Cybersecurity, SQL, Cyber Attacks, Command-Line Interface

    4.8 stars, 21 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (21) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…432433434…834

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

  • Interviewing for DS/AI Roles: University of California, Irvine
  • Health Systems Development: Health systems, Policy and Research: Imperial College London
  • Kubernetes: Build, Configure & Troubleshoot Clusters: EDUCBA
  • Media Planning and Advertising Strategy: EDUCBA
  • 2.- El Cálculo - Modelo Cuadrático: Tecnológico de Monterrey
  • Establishing Product-Market Fit: University of Maryland, College Park
  • Analyze Banking Credit & Loan Appraisal: EDUCBA
  • Life 101: Mental and Physical Self-Care: University of California, Irvine
  • Teaching Writing: Johns Hopkins University
  • Customer Relationship Management with Case Study: 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
  • 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