• 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


  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Italiano

    Skills you'll gain: Data Ethics, Responsible AI, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Machine Learning, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Integrando DevOps con Azure App Service

    Skills you'll gain: Azure DevOps, Azure DevOps Pipelines, System Monitoring, Devops Tools, Application Deployment, DevOps, Cloud Deployment, Microsoft Azure, GitHub

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Firebase Authentication: Build Secure Angular Apps

    Skills you'll gain: Angular, Authentications, Web Applications, User Accounts, GitHub

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    The Oracle Database Multitenant Administration Course

    Skills you'll gain: Oracle Databases, Enterprise Application Management, Multi-Tenant Cloud Environments, Database Administration, Database Architecture and Administration, Operational Databases, Database Management, Database Software, Database Management Systems, Databases, Performance Tuning, Security Controls, User Accounts, Disaster Recovery, Service Management

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Analyze and Optimize Fusion Algorithms

    Skills you'll gain: Model Optimization, Algorithms, Memory Management, Performance Testing, Resource Utilization, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Banco Interamericano de Desarrollo

    Perspectives in Digital Transformation: Manufacturing

    Skills you'll gain: Digital Transformation, Production Process, Manufacturing Operations, digital literacy, Manufacturing and Production, Sustainable Technologies, Business Transformation, Sustainable Development, Manufacturing Processes, Sustainable Business, Operational Efficiency, Business Technologies, Corporate Sustainability, Technology Roadmaps, Needs Assessment, Technology Solutions, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Advanced Techniques for Implementing Security Services

    Skills you'll gain: Cyber Security Policies, Remote Access Systems, Security Management, Computer Security Incident Management, Data Security, Law, Regulation, and Compliance, Cybersecurity, Security Controls, Vulnerability Management, Computer Security Awareness Training, Incident Response, Security Software, Incident Management, End User Training and Support, Human Factors (Security), Security Awareness, General Data Protection Regulation (GDPR), Information Privacy, Human Factors

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Exploring Cost-optimization for GKE Virtual Machines

    Skills you'll gain: Application Deployment, Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Engineering, Cloud Management, Capacity Management, Network Architecture

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Build & Publish Versioned Docker Images

    Skills you'll gain: Docker (Software), Containerization, Cloud-Native Computing, Development Environment, Kubernetes, Release Management, Software Versioning, Data Infrastructure, Application Deployment, Package and Software Management, Scalability

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Automatically Deploy Python Web Apps from Version Control to Cloud Run

    Skills you'll gain: Cloud Applications, Serverless Computing, Cloud Management, Cloud Development, Cloud Deployment, Cloud Computing, Application Deployment, CI/CD, Continuous Deployment, Google Cloud Platform, Application Development, Python Programming

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    AI CERTs

    Securing the Assets: Bitcoin Security

    Skills you'll gain: Cyber Security Strategy, Threat Modeling, Fraud detection, Data Security, Security Controls, Security Awareness, Operational Risk, Threat Detection, Information Systems Security, Threat Management, Key Management, Security Engineering, Payment Systems, Encryption, Infrastructure Security, Regulatory Compliance, Network Protocols, Financial Regulation, Scripting, Scalability

    Intermediate · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Polski

    Skills you'll gain: AI literacy, Responsible AI, Artificial Intelligence, Data Ethics, Model Evaluation, Software Development Tools, Machine Learning Methods, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

1…831832833834

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

  • Responsible AI for Developers: Interpretability & Transparency - Italiano: Google Cloud
  • Integrando DevOps con Azure App Service: Coursera
  • Firebase Authentication: Build Secure Angular Apps: Coursera
  • The Oracle Database Multitenant Administration Course: Packt
  • Analyze and Optimize Fusion Algorithms: Coursera
  • Perspectives in Digital Transformation: Manufacturing: Banco Interamericano de Desarrollo
  • Advanced Techniques for Implementing Security Services: LearnQuest
  • Exploring Cost-optimization for GKE Virtual Machines: Google Cloud
  • Build & Publish Versioned Docker Images: Coursera
  • Automatically Deploy Python Web Apps from Version Control to Cloud Run: Google Cloud

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