• 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

    SkillUp

    GenAI-Assisted Development and Code Quality

    Skills you'll gain: Software Architecture, Code Review, AI Workflows, AI Integrations, Software Design, Python Programming, Version Control, Java Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Practical Engineering Data Mining: Techniques and Uses

    Skills you'll gain: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Data Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    OOP concepts, Collections and Data Structures

    Skills you'll gain: Object Oriented Programming (OOP), Java Programming, Java, Object Oriented Design, Data Structures, Computer Programming, Code Reusability

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Building the Ultimate Cybersecurity Lab and Cyber Range

    Skills you'll gain: Exploit development, Penetration Testing, Cybersecurity, Exploitation techniques, Ansible, Malware Protection, Incident Response, Security Engineering, Intrusion Detection and Prevention, Devops Tools, Infrastructure Security, Cloud Deployment, Cyber Threat Hunting, Infrastructure as Code (IaC), Cloud Technologies, Terraform, Cloud Computing, Cloud Infrastructure, Virtualization, Virtual Machines

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Business Strategy And Business Model Innovation - 2026

    Skills you'll gain: Business Modeling, Business Strategy, Business Planning, Business Strategies, Entrepreneurship, Business Process, Innovation, Strategic Thinking, E-Commerce, Business Systems, Value Propositions, Customer Relationship Management

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    Siemens

    Introduction to the Industrial Metaverse (IMV)

    Skills you'll gain: Business Transformation, Digital Transformation, Information Technology Operations, Interoperability, Cloud Computing, AI Integrations

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Scaling E-Commerce with Kubernetes: Deploy Web Apps

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, DevOps, Application Deployment, Scalability, YAML, Capacity Management, Disaster Recovery, Command-Line Interface

    Intermediate · Guided Project · Less Than 2 Hours

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

    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Secure Coding, Threat Modeling, Responsible AI, Security Controls, System Monitoring, Encryption, Hardening, Threat Management, Security Management, Threat Detection, Anomaly Detection, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    CertNexus Certified IoT Practitioner (ITP-110)

    Skills you'll gain: Internet Of Things, General Networking, Information Technology, Wireless Networks, Security Controls, Cybersecurity, Systems Integration, Emerging Technologies, Cloud-Based Integration, Safety Assurance, Network Architecture, Safety and Security, Systems Development Life Cycle, System Design and Implementation, Computer Hardware, Functional Requirement, Prototyping

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Bootstrap 5 From Scratch - Build 5 Modern Websites

    Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, UI Components, HTML and CSS, Application Deployment, Web Design, Cascading Style Sheets (CSS), Web Development, Front-End Web Development, Interactive Design, Javascript, Cloud Hosting, Hypertext Markup Language (HTML), Typography, Animations, Data Validation

    Beginner · Course · 1 - 3 Months

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

    Coursera

    Optimizing AI System Operations and Costs

    Skills you'll gain: Cloud Management, Patch Management, MLOps (Machine Learning Operations), Data Governance, Financial Forecasting, Incident Management, Ansible, IT Automation, Data Management, Metadata Management, Site Reliability Engineering, Incident Response, Automation, Compliance Management, Event Monitoring, Cost Management, System Monitoring, Predictive Modeling, Forecasting, Financial Management

    Intermediate · Course · 1 - 3 Months

1…781782783…834

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

  • GenAI-Assisted Development and Code Quality: SkillUp
  • Practical Engineering Data Mining: Techniques and Uses: Northeastern University
  • OOP concepts, Collections and Data Structures: Packt
  • Building the Ultimate Cybersecurity Lab and Cyber Range: Pearson
  • Business Strategy And Business Model Innovation - 2026: Alex Genadinik
  • Introduction to the Industrial Metaverse (IMV): Siemens
  • Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera
  • Secure Mobile AI Models Against Attacks: Coursera
  • CertNexus Certified IoT Practitioner (ITP-110): Packt
  • Generative AI for Developers: Unit 3: Pearson

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