• 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: Preview
    Preview
    W

    Whizlabs

    Exam Prep: Google Cloud Certified Cloud Digital Leader

    Skills you'll gain: Cloud Computing Architecture, Cloud Deployment, Google App Engine, Application Deployment, Data Storage, Analytics, Cloud Services, Cloud Platforms, Security Controls, Network Planning And Design, Virtual Networking, Cloud Infrastructure, Network Architecture, Artificial Intelligence, Data Persistence

    Beginner · Course · 1 - 3 Months

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

    Alex Genadinik

    2026 Mobile App Marketing With ASO, And Monetization

    Skills you'll gain: Keyword Research, Business Planning, Business Modeling, iOS Development, Business Strategy, Entrepreneurship, Strategic Marketing, Promotional Strategies, Marketing Strategies, Growth Strategies, Earned Media, Search Engine Optimization, Revenue Management, Go To Market Strategy, Product Promotion, Competitive Analysis, Advertising

    Mixed · Course · 1 - 3 Months

  • 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

  • P

    Packt

    Master JMeter on Live Apps for Performance Testing

    Skills you'll gain: Test Script Development, Performance Testing, Performance Stress Testing, Test Tools, Verification And Validation, Software Testing, Test Data, Data Validation, Scripting, Application Performance Management, Scenario Testing, Proxy Servers, Distributed Computing, Software Installation, System Monitoring

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Advanced Prompt Caching and Response Optimization

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Token Optimization, LLM Application, Application Development, Artificial Intelligence, Model Optimization, AI Workflows, Network Routing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnKartS

    AWS Tools and Services for AI

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Prompt Engineering Tools, Generative AI, Multimodal Prompts, Model Evaluation, Model Optimization, Generative Model Architectures, LLM Application, Amazon Web Services, Embeddings, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    Weaviate Database Mastery

    Skills you'll gain: Vector Databases, Performance Tuning, Docker (Software), Embeddings, Query Languages, Multimodal Prompts, Generative AI, AI Integrations, API Design, Application Deployment, Database Design, Development Environment, Restful API, Image Analysis, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Current Issues in Ethics and AI

    Skills you'll gain: AI literacy, Generative AI, Responsible AI, Ethical Standards And Conduct, Robotics, Healthcare Ethics, Image Analysis, Workforce Planning, Information Privacy, Information Technology, Robotic Process Automation, Social Impact, Large Language Modeling, Case Studies, Energy and Utilities

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Delivering Results with Remote Teams

    Skills you'll gain: Telecommuting, Coaching, Smart Goals, Team Leadership, Accountability Frameworks, Virtual Teams, Delegation Skills, Leadership and Management, Employee Training, Training Programs, Workforce Development, Performance Metric, Project Management, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 4 Weeks

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

    EDUCBA

    Analyze Windows Data Ingestion with Splunk Projects

    Skills you'll gain: Splunk, Data Integration, Windows PowerShell, Data Pipelines, Microsoft Windows, Data Preprocessing, Data Import/Export, Windows Servers, Data Validation, Configuration Management, Software Configuration Management, Event Monitoring, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    使用 BigQuery 机器学习推理功能

    Skills you'll gain: Analytics, Data Analysis, Applied Machine Learning, Google Cloud Platform, Model Training, Machine Learning, Machine Learning Algorithms, SQL

    Beginner · Course · 1 - 4 Weeks

1…788789790…834

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

  • Exam Prep: Google Cloud Certified Cloud Digital Leader: Whizlabs
  • 2026 Mobile App Marketing With ASO, And Monetization: Alex Genadinik
  • Apply Sqoop for Efficient Hadoop Data Integration: EDUCBA
  • Azure Migration, Business Continuity & Networking Solutions: Whizlabs
  • Master JMeter on Live Apps for Performance Testing: Packt
  • Advanced Prompt Caching and Response Optimization: Amazon Web Services
  • AWS Tools and Services for AI: LearnKartS
  • Weaviate Database Mastery: Coursera
  • Current Issues in Ethics and AI: University of Colorado Boulder
  • Delivering Results with Remote Teams: SkillUp

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