• 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
    P

    Packt

    App Deployment, Security & Infrastructure Automation

    Skills you'll gain: Cloud Deployment, Open Web Application Security Project (OWASP), CI/CD, Application Deployment, DevOps, Continuous Integration, Ansible, Docker (Software), Continuous Deployment, Cloud Infrastructure, Infrastructure Security, IT Automation, Infrastructure As A Service (IaaS), Containerization, Bash (Scripting Language), Continuous Delivery, Load Balancing, Web Applications, Infrastructure Architecture, Firewall

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Northwestern University

    현대 로봇공학, 강좌 2: 로봇 기구학

    Skills you'll gain: Robotics, Mechanics, Torque (Physics), Mathematical Modeling, Mathematical Software, Engineering Analysis, Numerical Analysis, Applied Mathematics, Control Systems, Linear Algebra, Spatial Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Microsoft Entra Core Capabilities

    Skills you'll gain: Multi-Factor Authentication, Role-Based Access Control (RBAC), Authentications, Azure Active Directory, Zero Trust Network Access, Microsoft Azure, Identity and Access Management, User Provisioning, Active Directory, Authorization (Computing), Security Controls, Cloud Security, User Accounts, Continuous Monitoring, Cloud Services, Security Strategy

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Oracle Monitoring and Tuning Techniques

    Skills you'll gain: Data Maintenance, Database Architecture and Administration, Database Management Systems, Memory Management

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    AWS: Managed AI Services

    Skills you'll gain: AI Personalization, Fraud detection, Image Analysis, Computer Vision, Amazon Web Services, Artificial Intelligence, Natural Language Processing, AI Workflows, AI Integrations, Personalized Campaigns, Document Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    P

    Packt

    MCP Developer Blueprint: AI-Powered Automation & Integration

    Skills you'll gain: Model Context Protocol, AI Integrations, Email Automation, GitHub, Version Control, Gmail, Automation, Artificial Intelligence and Machine Learning (AI/ML), Docker (Software), Application Programming Interface (API), API Testing, Software Development Tools, Containerization, Cloud Development, Development Environment, File Management

    Intermediate · Course · 1 - 3 Months

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

    Coursera

    Orchestrate, Analyze, and Evaluate AI Deployments

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevOps, Containerization, Performance Analysis, Performance Metric, Performance Measurement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Application Performance Management, Operational Analysis, Continuous Monitoring, Debugging, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    L

    Logical Operations

    Introduction to Agile and Scrum Methodologies

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Agile Software Development, Sprint Planning, User Story, Backlogs, Agile Product Development, Project Estimation, Project Management, Estimation, Project Planning

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    B

    Birla Institute of Technology & Science, Pilani

    Natural Language Processing

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Macquarie University

    Pitching, Marketing and Sales For Startups

    Skills you'll gain: Value Propositions, Oral Expression, Selling Techniques, Digital Media Strategy, Social Media Strategy, Presentations, Storytelling, Goal Setting, Marketing Strategies, Sales Strategy, Entrepreneurship, Data-Driven Decision-Making, Customer Insights, Marketing Strategy and Techniques, Prospecting and Qualification, New Business Development, Brand Strategy, Business Communication, Customer Analysis, User Research

    Beginner · Course · 1 - 3 Months

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

    Coursera

    Unlock Multimodal Search

    Skills you'll gain: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Containerization, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    B

    Board Infinity

    Mastering Mindfulness: A Journey to Wellness with Headspace

    Skills you'll gain: Composure, Stress Management, Mindfulness, Meditation & Breathwork, Emotional Intelligence, Resilience, Self-Awareness, Habit Formation, Mental Concentration, Mental Health, Lifelong Learning, Overcoming Obstacles, Accountability

    Beginner · Course · 1 - 4 Weeks

1…759760761…834

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

  • App Deployment, Security & Infrastructure Automation: Packt
  • 현대 로봇공학, 강좌 2: 로봇 기구학: Northwestern University
  • Microsoft Entra Core Capabilities: Whizlabs
  • Advanced Oracle Monitoring and Tuning Techniques: Packt
  • AWS: Managed AI Services: Whizlabs
  • MCP Developer Blueprint: AI-Powered Automation & Integration: Packt
  • Orchestrate, Analyze, and Evaluate AI Deployments: Coursera
  • Introduction to Agile and Scrum Methodologies: Logical Operations
  • Natural Language Processing: Birla Institute of Technology & Science, Pilani
  • Pitching, Marketing and Sales For Startups: Macquarie University

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