• 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


  • H

    H2O.ai

    The AI Lifecycle with the H2O.ai Platform

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Generative Model Architectures, Generative AI Agents, Prompt Engineering, CrewAI, OpenAI, Responsible AI, LangGraph, Enterprise Architecture, Agentic Workflows, AI Security, Model Training, Feature Engineering, Model Evaluation, Agentic systems, Containerization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution

    Skills you'll gain: Model Deployment, Application Deployment, Image Analysis, Google Cloud Platform, Cloud Deployment, Computer Vision, Anomaly Detection

    Beginner · Project · Less Than 2 Hours

  • C

    Coursera

    تعرَف على هياكل البيانات في بايثون من خلال التطبيق العملي

    Skills you'll gain: File I/O, Data Structures, Data Store, Data Management, Programming Principles, Python Programming, Data Storage, Computer Programming

    Beginner · Guided Project · Less Than 2 Hours

  • 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

  • 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

    Category: Preview
    Preview
  • C

    CertNexus

    AIBIZ (Exam AIZ-210)

    Skills you'll gain: Artificial Intelligence, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Business Requirements, Decision Intelligence, Business Strategy, Technology Strategies, Data Ethics, Process Improvement, Process Improvement and Optimization, Environmental Social And Corporate Governance (ESG), Cloud Computing, Process Optimization, User Experience, Customer Service, Big Data, Data Security, Operational Efficiency, Marketing, Data Quality

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Coursera

    Integrate Embeddings and Chroma

    Skills you'll gain: Vector Databases, AI Integrations, LangChain, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Retrieval-Augmented Generation, Fine-tuning, Model Optimization, Embeddings, Vector Databases, Amazon Web Services, Generative AI Agents, Model Training, Data Preprocessing, Agentic Workflows

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • A

    Amazon Web Services

    Increasing Application Security: Bedrock Guardrails & GenAI

    Skills you'll gain: Amazon Bedrock, AI Security, Prompt Engineering, Generative AI, Security Engineering, Application Security, Responsible AI, Security Controls

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • A

    Amazon Web Services

    Amazon Connect Conversational Interfaces Fundamentals

    Skills you'll gain: Natural Language Processing, Amazon Web Services, Self Service Technologies, Usability, Human Computer Interaction, Human Machine Interfaces, AI Security, AI Integrations, Service Level

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • B

    Board Infinity

    PL-400 Exam Preparation & Capstone: Real-World Projects

    Skills you'll gain: Application Lifecycle Management, Microsoft Power Platform, Power Platform Architecture & Technical Design, Integration Testing, DevOps, Application Deployment, Database Design, Usability Testing, Development Testing, Data Integration, Solution Design, Scenario Testing, Simulations, User Interface (UI) Design

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Blender Lighting & Compositing for Beginners

    Skills you'll gain: Computer Graphics, Post-Production, Photo/Video Production and Technology, Visualization (Computer Graphics), 3D Assets, Computer Graphic Techniques, Image Quality, Animations

    Beginner · Course · 1 - 3 Months

1…831832833834

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

  • The AI Lifecycle with the H2O.ai Platform: H2O.ai
  • Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution: Google Cloud
  • تعرَف على هياكل البيانات في بايثون من خلال التطبيق العملي: Coursera
  • Automatically Deploy Python Web Apps from Version Control to Cloud Run: Google Cloud
  • 현대 로봇공학, 강좌 2: 로봇 기구학: Northwestern University
  • AIBIZ (Exam AIZ-210): CertNexus
  • Integrate Embeddings and Chroma: Coursera
  • Optimizing Foundation Models: Amazon Web Services
  • Increasing Application Security: Bedrock Guardrails & GenAI: Amazon Web Services
  • Amazon Connect Conversational Interfaces Fundamentals: Amazon Web Services

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
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok