• 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
    Free
    C

    Coursera

    Visualizing and Collaborating with Popplet

    Skills you'll gain: Collaborative Software, Education Software and Technology, Digital pedagogy, digital literacy

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
    New
    E

    EDUCBA

    Build and Apply Java Hibernate CRUD Applications

    Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Data Validation, Package and Software Management, User Interface (UI), Relational Databases, Database Development, Java Programming, Development Environment, Java, Data Modeling, Application Development, User Interface (UI) Design, Verification And Validation, Data Integrity, Transaction Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    E

    EDUCBA

    Analyze and Implement Apache HBase for Big Data Storage

    Skills you'll gain: Apache Hadoop, Apache, Data Infrastructure, NoSQL, Big Data, Database Management Systems, Databases, Unix Shell, Data Storage, Data Storage Technologies, Database Design, Software Installation, Data Access, Data Modeling, Data Persistence, Systems Integration, System Configuration, Command-Line Interface, Enterprise Application Management, Scalability

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Analytics Engineering Workflows with dbt

    Skills you'll gain: Data Quality, SQL, YAML, Data Pipelines, Data Validation, CI/CD, Data Modeling, Collaborative Software, Data Transformation, Data Integrity, Code Reusability, Dependency Analysis, Version Control, Git (Version Control System), Technical Documentation, Testability, Metadata Management, Maintainability, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

    EDUCBA

    Apply Sqoop for Efficient Hadoop Data Integration

    Skills you'll gain: Apache Hadoop, Extract, Transform, Load, Data Import/Export, Data Pipelines, Data Integration, Data Migration, Database Management, Data Architecture, Software Installation, Performance Tuning, Data Storage, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Azure Migration, Business Continuity & Networking Solutions

    Skills you'll gain: Microsoft Azure, Zero Trust Network Access, Disaster Recovery, Virtual Networking, Data Migration, Cloud Computing Architecture, Network Security, Data Import/Export, Network Architecture, IT Security Architecture, Cloud Solutions, Infrastructure As A Service (IaaS), Cloud Security, Network Planning And Design, Data Storage Technologies, Hybrid Cloud Computing, Firewall, Virtual Private Networks (VPN), IT Infrastructure, Platform As A Service (PaaS)

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    JavaScript Fundamentals & The DOM

    Skills you'll gain: Javascript, JSON, Event-Driven Programming, Web Design and Development, Web Development, Programming Principles, Web Applications, Computational Logic, Data Structures, Program Development, Application Deployment, Cascading Style Sheets (CSS), Context Management

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Technical Writing for Software Developers

    Skills you'll gain: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Information Architecture, Writing, Document Management, Automation, AI Workflows, Software Development, Agile Software Development, Graphic and Visual Design, Interactive Design, Project Management Software

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Agile Product Owner Level 1 – Certification & Mock Exams

    Skills you'll gain: AI Product Strategy, Project Estimation, Agile Product Development, Jira (Software), Agile Methodology, Estimation, Backlogs, Agile Software Development, Agile Project Management, Sprint Planning, Project Management Software, ChatGPT, AI Enablement

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Incident Response and Threat Mitigation

    Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Endpoint Detection and Response, Threat Detection, Threat Management, Cybersecurity, Security Information and Event Management (SIEM), Cyber Attacks, Cyber Security Assessment, Continuous Monitoring, Security Management, Disaster Recovery, Distributed Denial-Of-Service (DDoS) Attacks, Cyber Engineering, Digital Forensics, System Monitoring, Security Testing, Cyber Governance, Linux

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    NLP: Fine-Tune & Preprocess Text

    Skills you'll gain: Fine-tuning, Natural Language Processing, Model Training, Data Wrangling, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

1…787788789…834

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

  • Visualizing and Collaborating with Popplet: Coursera
  • Build and Apply Java Hibernate CRUD Applications: EDUCBA
  • Analyze and Implement Apache HBase for Big Data Storage: EDUCBA
  • Analytics Engineering Workflows with dbt: Edureka
  • Apply Sqoop for Efficient Hadoop Data Integration: EDUCBA
  • Azure Migration, Business Continuity & Networking Solutions: Whizlabs
  • JavaScript Fundamentals & The DOM: Packt
  • Technical Writing for Software Developers: Packt
  • Agile Product Owner Level 1 – Certification & Mock Exams: Packt
  • Incident Response and Threat Mitigation: Edureka

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