• 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


  • P

    Packt

    Linux in the Cloud

    Skills you'll gain: Linux Administration, Linux Servers, Virtual Networking, Infrastructure As A Service (IaaS)

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build & Deploy PHP Tutorial Sites with Apache Web Server

    Skills you'll gain: Apache, PHP (Scripting Language), Web Development, Development Testing, Web Servers, Full-Stack Web Development, Development Environment, Server Side, Web Applications, HTML and CSS, Email Automation

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Microsoft Project for the Web - A Beginner's Guide

    Skills you'll gain: Project Coordination, Project Schedules, Timelines, Microsoft Outlook, Data Visualization

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Architect and Optimize GenAI Data Systems

    Skills you'll gain: Enterprise Architecture, Apache Kafka, Data Architecture, Generative AI, Data Infrastructure, Root Cause Analysis, Dataflow, Solution Architecture, Data Quality, Data Pipelines, Software Architecture, Data Integration, Cloud Storage, Data Storage, Failure Analysis, Data Processing, Dependency Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced Environment Creation and Urban Development

    Skills you'll gain: 3D Modeling, 3D Assets, Virtual Environment, Visualization (Computer Graphics), Computer Graphics, Architectural Design, Creative Design, Design Elements And Principles, Performance Tuning, Aesthetics

    Advanced · Course · 3 - 6 Months

  • P

    Packt

    Learn C# by Building Applications

    Skills you'll gain: C# (Programming Language), Object Oriented Programming (OOP), Web Scraping, Programming Principles, Microsoft Visual Studio, .NET Framework, Data Structures, Software Design Patterns, File I/O, Application Development, Computational Logic, Algorithms, Hypertext Markup Language (HTML), Unit Testing, Debugging

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Master Kibana Monitoring & Python Integration

    Skills you'll gain: Dashboard, Kibana, System Monitoring, Automation, Scripting, Devops Tools, Python Programming, Linux, Data Visualization Software, Data Structures, JSON

    Mixed · Course · 1 - 4 Weeks

  • P

    Pearson

    Strategic Monoliths and Microservices

    Skills you'll gain: Software Architecture, Solution Architecture, Business Architecture, Enterprise Architecture, Microservices, Cloud Computing Architecture, Service Oriented Architecture, Software Design, Business Process Modeling, Software Design Patterns, Technology Strategies, Process Design, Event-Driven Programming, Serverless Computing, Digital Transformation, Agile Software Development, Scalability, Distributed Computing, Restful API, Innovation

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 한국어

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Google Cloud Platform, Artificial Intelligence, Machine Learning, Model Evaluation, Data Validation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Orchestrating Data Pipelines and Advanced Data Strategies

    Skills you'll gain: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Data Visualization Software, Cloud Storage, Dashboard, Scalability, Data Strategy, Data Integration, Real Time Data, Data Storage

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Version Control Essentials: Coding with Git & GitHub

    Skills you'll gain: Software Versioning, Release Management, Open Source Technology, Software Installation, Configuration Management, Code Review, File Management, System Configuration

    Beginner · Course · 3 - 6 Months

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Preprocessing, Feature Engineering, Data Processing, Data Modeling, Data Management, Data Storage, Data Import/Export, Scalability

    Intermediate · Course · 1 - 4 Weeks

Searches related to applied machine learning

applied machine learning in python
introduction to applied machine learning
applied machine learning specialization
applied machine learning: techniques and applications
applied machine learning uiuc
applied machine learning in python – university of michigan
machine learning applied
1…646647648…672

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

  • Linux in the Cloud: Packt
  • Build & Deploy PHP Tutorial Sites with Apache Web Server: EDUCBA
  • Microsoft Project for the Web - A Beginner's Guide: Packt
  • Architect and Optimize GenAI Data Systems: Coursera
  • Advanced Environment Creation and Urban Development: Packt
  • Learn C# by Building Applications: Packt
  • Master Kibana Monitoring & Python Integration: EDUCBA
  • Strategic Monoliths and Microservices: Pearson
  • Responsible AI for Developers: Fairness & Bias - 한국어: Google Cloud
  • Orchestrating Data Pipelines and Advanced Data Strategies: Packt

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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
  • Cookies Preference Center
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