• 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


  • P

    Packt

    AI Security Architecture, Controls, and Defensive Operations

    Skills you'll gain: AI Security, IT Security Architecture, Security Controls, Application Security, Threat Modeling, Information Systems Security, Security Engineering, Security Testing, Data Security, Continuous Monitoring, Secure Coding, Open Web Application Security Project (OWASP), Authorization (Computing), Threat Detection, Personally Identifiable Information, Model Context Protocol, Identity and Access Management, Incident Response, Distributed Denial-Of-Service (DDoS) Attacks, Anomaly Detection

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Java Features and Concurrency

    Skills you'll gain: File I/O, Java Programming, Data Persistence, Java, Code Reusability, File Management, Object Oriented Programming (OOP), Maintainability, Scalability, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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

    University of Cambridge

    Introduction to Evolutionary Biology: Genes to Behaviour

    Skills you'll gain: Life Sciences, Biology, Molecular Biology, Culture, Mathematical Modeling, Infectious Diseases, Climate Change Adaptation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • P

    Packt

    CompTIA SecAI+ (CY0-001) Certification Exam Prep

    Skills you'll gain: AI Security, Responsible AI, Retrieval-Augmented Generation, Prompt Engineering, Model Training, Generative AI, DevSecOps, IT Security Architecture, Security Controls, Application Security, Large Language Modeling, Threat Modeling, Model Optimization, Information Systems Security, Security Engineering, Cyber Governance, Security Testing, Cybersecurity, Security Management, Vulnerability Management

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Vibe Coding with Cursor AI & Google Stitch

    Skills you'll gain: Mobile Development, Cross Platform Development, Debugging, Application Development, Vibe coding, User Interface (UI), iOS Development, UI Components, Android Jetpack, User Interface and User Experience (UI/UX) Design, Mobile Development Tools, Interactive Design, Android Development, AI powered creativity, User Interface (UI) Design, Apple iOS, Web Applications, Swift Programming, Program Development, Python Programming

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • E

    EDUCBA

    Master Financial Modeling in Islamic Banking

    Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Accounting, Financial Analysis, Balance Sheet, Financial Reporting, Financial Modeling, Income Statement, Bank Regulations, Business Valuation, Financial Forecasting, Forecasting, Financial Regulation, Cash Flows, Regulatory Compliance, Banking, Financial Regulations, Cash Flow Forecasting, Ethical Standards And Conduct

    5 stars, 26 reviews, Mixed, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Python Mastery: Core Concepts, Data Structures & OOP

    Skills you'll gain: File I/O, Code Reusability, Python Programming, Programming Principles, Data Dictionary, File Systems, Computational Logic, Command-Line Interface, Data Cleansing, Data Structures, Package and Software Management, File Management, Scripting, Data Manipulation, Logical Reasoning, Development Environment, Simulations

    4.8 stars, 59 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (59) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • T

    The World Bank Group

    From Climate Science to Action

    Skills you'll gain: Climate Change Programs, Climate Change Adaptation, Climate Change Mitigation, Interactive Learning, Sustainable Development, Social Impact, Mitigation, Environment, Environmental Policy, Natural Resource Management, Water Resources, Environmental Science, Water Resource Management, Policy Analysis, Cooperation, Policy Development

    4.7 stars, 480 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (480) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    SOC Operations for Blue Team Professionals (2026)

    Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Malware Protection, Threat Detection, Threat Modeling, Cyber Operations, Splunk, Endpoint Detection and Response, Event Monitoring, Threat Management, Continuous Monitoring, Incident Response, Computer Security Incident Management, Exploitation techniques, Network Analysis, System Monitoring, Operations

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • T

    The Hong Kong University of Science and Technology

    Understanding Modern Physics I: Relativity and Cosmology

    Skills you'll gain: Physics, Mechanics, General Science and Research, Physical Science, Systems Of Measurement, Mathematical Modeling, Applied Mathematics, Scientific Visualization

    4.6 stars, 173 reviews, Beginner, Course, 1 - 3 Months

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

  • I

    IBM

    Develop Generative AI Applications: Get Started

    Skills you'll gain: Prompt Engineering, LangChain, Prompt Patterns, LLM Application, Generative AI, Generative AI Agents, Tool Calling, AI Workflows, Large Language Modeling, AI Integrations, Model Evaluation, Flask (Web Framework), Agentic systems, Software Development

    4.6 stars, 596 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.6 (596) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • H

    HRCI

    Workforce Development and Organizational Effectiveness

    Skills you'll gain: Training and Development, Adult Learning Principles, Succession Planning, Performance Improvement, Quality Improvement, Employee Retention, Workforce Development, Organizational Development, Employee Training, Human Resources, Process Improvement, Training Programs, Quality Management, Human Resources Management and Planning, Management Training And Development, Human Resource Strategy, Job Analysis, People Development, Law, Regulation, and Compliance, Needs Assessment

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…245246247…834

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

  • AI Security Architecture, Controls, and Defensive Operations: Packt
  • Advanced Java Features and Concurrency: Packt
  • Introduction to Evolutionary Biology: Genes to Behaviour: University of Cambridge
  • CompTIA SecAI+ (CY0-001) Certification Exam Prep: Packt
  • Vibe Coding with Cursor AI & Google Stitch: Packt
  • Master Financial Modeling in Islamic Banking: EDUCBA
  • Python Mastery: Core Concepts, Data Structures & OOP: EDUCBA
  • From Climate Science to Action: The World Bank Group
  • SOC Operations for Blue Team Professionals (2026): Packt
  • Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology

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