• 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
    S

    Simplilearn

    Email Marketing

    Skills you'll gain: Email Marketing, Email Automation, Target Audience, Lead Generation, Marketing Automation, Newsletters, Digital Marketing Tools, Campaign Management, Driving engagement, Promotional Strategies, Marketing Materials, Customer Relationship Management (CRM) Software, Account Management, Customer Engagement, Brand Loyalty, Sales, Growth Strategies, Automation, Law, Regulation, and Compliance

    5
    Rating, 5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Azure AI Fundamentals AI-900 Exam Guide

    Skills you'll gain: Responsible AI, Image Analysis, Machine Learning Algorithms, Generative AI, Machine Learning, Computer Vision, Microsoft Azure, Artificial Intelligence, AI literacy, Data Preprocessing, Natural Language Processing, OpenAI, Regression Analysis, Model Training, Model Deployment, Model Evaluation, Accountability

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Embedded Firmware Engineering

    Skills you'll gain: Embedded Software, Real-Time Operating Systems, Embedded Systems, Software Architecture, Code Reusability, Pseudocode, Microarchitecture, Memory Management, Systems Architecture, Hardware Architecture, Computer Hardware, Electronic Hardware, System Programming, Computer Architecture, Software Design, Cross Platform Development, Software Design Patterns, Systems Design, Internet Of Things, Hardware Troubleshooting

    2.6
    Rating, 2.6 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    AI Business School

    AI agents and creator tools for management professionals

    Skills you'll gain: Agentic Workflows, Agentic systems, AI Workflows, Productivity, AI Orchestration, AI Enablement, Decision Intelligence, AI literacy, Innovation, Operational Efficiency

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Neurodiversity in Workplaces: Inclusive Leadership

    Skills you'll gain: Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Safety Culture, Diversity Training, Cognitive flexibility, Leadership, Organizational Leadership, Team Management, Empathy, Drive Engagement, Cultural Diversity, Diversity Equity and Inclusion Initiatives, Collaboration, Diversity Awareness, Diversity Programs, Innovation, Employee Engagement, Adaptability, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Apple Certified Support Professional 10.14

    Skills you'll gain: Peripheral Devices, File Systems, Mac OS, User Accounts, Virtual Private Networks (VPN), Apple software proficiency, File Management, Knowledge of Apple Software, TCP/IP, VPN Clients, User Provisioning, Data Security, System Configuration, Network Protocols, Operating System Administration, Network Administration, Enterprise Application Management, Network Support, Software Installation, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 1 - 3 Months

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

    EDUCBA

    Real Estate Finance & Mortgage Advisory

    Skills you'll gain: Mortgage Loans, Lending and Underwriting, Loan Documentation, General Lending, Commercial Lending, Loans, Credit Risk, Real Estate Transactions, Property and Real Estate, Real Estate, Property Accounting, Legal Risk, Real Estate Sales, Commercial Real Estate, Commercial Banking, Banking, Lease Contracts, Financial Regulation, Commercial Laws, Fraud detection

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    I

    IE Business School

    Beyond the Obvious: How to Think in the Age of Generative AI

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Independent Thinking, AI literacy, Logical Reasoning, Analytical Skills, Generative AI, Empathy, Trend Analysis, Cognitive flexibility, Research, Lifelong Learning, Bayesian Statistics, Data Analysis, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universiteit Leiden

    Mind of the Universe - Genetic Privacy: should we be concerned?

    Skills you'll gain: Policy Development, Policy Analysis, Healthcare Ethics, Health Policy, Medical Privacy, Cultural Diversity, Liberal Arts, Ethical Standards And Conduct, Culture, Clinical Research Ethics, Informed Consent, Healthcare Industry Knowledge, Law, Regulation, and Compliance, Biotechnology, Biomedical Technology

    4.1
    Rating, 4.1 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Introduction to Social Media Analytics

    Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Big Data, Network Analysis, AI Personalization, Network Model, Graphing, Analytics, Data Mining, AI Security, Deep Learning, Applied Machine Learning, Responsible AI, Artificial Intelligence, Data Ethics, Unsupervised Learning, Machine Learning, Algorithms, Research

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Digital Leader Training 日本語版

    Skills you'll gain: Responsible AI, Serverless Computing, Cloud Security, Containerization, Data Governance, Cloud Management, Encryption, Cloud Infrastructure, Agentic Workflows, Digital Transformation, Google Cloud Platform, Google App Engine, AI Enablement, Cloud Solutions, Cloud Computing, Real Time Data, Data Security, Cyber Threat Intelligence, Looker (Software), Dataflow

    4.6
    Rating, 4.6 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Application Programming Fundamentals

    Skills you'll gain: Software Design Patterns, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Software Design, Algorithms, Software Architecture, Computer Programming, Python Programming, Model View Controller

    4.5
    Rating, 4.5 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

1…587588589…834

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

  • Email Marketing: Simplilearn
  • Microsoft Azure AI Fundamentals AI-900 Exam Guide: Packt
  • Embedded Firmware Engineering: Coursera
  • AI agents and creator tools for management professionals: AI Business School
  • Neurodiversity in Workplaces: Inclusive Leadership: Coursera
  • Apple Certified Support Professional 10.14: Packt
  • Real Estate Finance & Mortgage Advisory: EDUCBA
  • Beyond the Obvious: How to Think in the Age of Generative AI: IE Business School
  • Mind of the Universe - Genetic Privacy: should we be concerned?: Universiteit Leiden
  • Introduction to Social Media Analytics: Birla Institute of Technology & Science, Pilani

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