• 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


  • I

    IBM

    Introduction to Program Management

    Skills you'll gain: Program Management, Project Management Office (PMO), Project Management Life Cycle, Project Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Organizational Strategy, Team Management, Leadership, Change Management, Communication, Business Acumen

    4.7
    Rating, 4.7 out of 5 stars
    ·
    122 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Leeds

    Major Engineering Projects: Governance, Risk and Scope

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Engineering Management, Scope Management, Risk Management, Project Scoping, Stakeholder Analysis, Project Risk Management, Project Management, Business Risk Management, Governance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    306 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Davis

    Computational Social Science Capstone Project

    Skills you'll gain: Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Data Processing, Social Sciences, Trend Analysis, Data Collection, Unstructured Data, Simulations, Big Data, Machine Learning, Computational Thinking, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Intermediate · Course · 1 - 4 Weeks

  • M

    MedCerts

    Behavior Technician ABA Fundamentals

    Skills you'll gain: Positive Behavior Support, Speech Therapy, Behavior Management, Autism Spectrum Disorders, Education and Training, Communication Strategies, Social Skills, Interpersonal Communications, Mental and Behavioral Health, Teaching, Communication, Learning Theory, Child Development, Classroom Management, Training Programs, Instructional Strategies, Developmental Disabilities, Proactivity, Data Collection, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 1 - 3 Months

  • U

    University of Nebraska

    High Level Biocontainment for Healthcare Facilities

    Skills you'll gain: Personal protective equipment, Patient Positioning, Infection Control, Equipment decontamination, Infectious Diseases, Public Health and Disease Prevention, Patient Safety, Hospital Admissions, Epidemiology, Public Health, Mental Health, Media and Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    131 reviews

    Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    Introduction to Systems Analysis

    Skills you'll gain: Feasibility Studies, Systems Development, Software Development Methodologies, Business Analysis, Software Design, Business Process Modeling, Communication, Data Flow Diagrams (DFDs), Stakeholder Communications, Business Communication, Product Lifecycle Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    50 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica de Chile

    Programación en Python II: aprendiendo a estructurar datos

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Computer Programming, Algorithms, Program Development, Computational Thinking, Python Programming, Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    105 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    Skills you'll gain: Model Evaluation, Google Cloud Platform, Model Deployment, Data Preprocessing, Applied Machine Learning, Feature Engineering, Analytics, Cloud Storage, Predictive Analytics, Machine Learning, Advanced Analytics, Data Management

    Intermediate · Project · Less Than 2 Hours

  • U

    University of Colorado System

    AI Integration in Healthcare

    Skills you'll gain: Machine Learning, Model Evaluation, Applied Machine Learning, Artificial Intelligence, Data Modeling, Supervised Learning, Predictive Modeling, Classification Algorithms, Health Informatics, Diagnostic Tests, Decision Support Systems, Unsupervised Learning, Reinforcement Learning, Regression Analysis, Descriptive Analytics

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    AI Engineer Explorer Course

    Skills you'll gain: Model Evaluation, Matplotlib, Applied Machine Learning, Data Visualization, Supervised Learning, Statistics, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    C++ Basic Structures: Vectors, Pointers, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, C++ (Programming Language), Data Structures, File Management, Computer Programming, Data Store, Computer Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    237 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Docker and Kubernetes Masterclass: From Beginner to Advanced

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Application Deployment, YAML, Devops Tools, Command-Line Interface, Google Cloud Platform, Web Applications, Cloud Deployment, Data Persistence, Development Environment, Configuration Management, Virtual Networking, Nginx, CI/CD, MongoDB, Service Management, Infrastructure Security

    4.7
    Rating, 4.7 out of 5 stars
    ·
    37 reviews

    Intermediate · Specialization · 3 - 6 Months

1…337338339…687

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

  • Introduction to Program Management: IBM
  • Major Engineering Projects: Governance, Risk and Scope: University of Leeds
  • Computational Social Science Capstone Project: University of California, Davis
  • Behavior Technician ABA Fundamentals: MedCerts
  • High Level Biocontainment for Healthcare Facilities: University of Nebraska
  • Introduction to Systems Analysis: IBM
  • Programación en Python II: aprendiendo a estructurar datos: Pontificia Universidad Católica de Chile
  • Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions: Google Cloud
  • AI Integration in Healthcare: University of Colorado System
  • AI Engineer Explorer Course: 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
  • 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
  • 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