• 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


  • C

    Coursera

    Introduction to Selenium

    Skills you'll gain: Selenium (Software), Test Script Development, Test Automation, Debugging, Scripting, Automation, Web Scraping, Software Testing, Cascading Style Sheets (CSS), Test Data

    4.7 stars, 39 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (39) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    El rol docente del médico residente

    Skills you'll gain: Clinical Leadership, Constructive Feedback, Clinical Supervision, Conflict Management, Leadership, Public Speaking, Train The Trainer, Clinical Practices, Adult Education, Learning Strategies

    4.9 stars, 265 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (265) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universidades Anáhuac

    Impacto de la IA en la Innovación de Negocios

    Skills you'll gain: Innovation, Entrepreneurship, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), New Product Development, Business Transformation, Business Modeling, Case Studies, Product Development, Emerging Technologies, Digital Transformation, Prototyping, Algorithms, AI literacy, Machine Learning Algorithms, Big Data, Machine Learning

    4.8 stars, 12 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (12) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Networking Fundamentals and Physical Networks

    Skills you'll gain: Network Troubleshooting, OSI Models, Network Model, TCP/IP, Network Support, Networking Hardware, Local Area Networks, Network Protocols, Network Planning And Design, General Networking, Telecommunications, Network Architecture, Network Infrastructure, Network Engineering, Computer Networking, Hardware Troubleshooting, Network Switches

    4.8 stars, 51 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (51) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Introduction to PySpark

    Skills you'll gain: PySpark, Apache Spark, Data Management, Distributed Computing, Apache Hadoop, Data Processing, Data Manipulation, Data Analysis, Exploratory Data Analysis, Python Programming

    3.6 stars, 53 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 3.6 (53) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of California, Davis

    Hands-on Data Centric Visual AI

    Skills you'll gain: Data Maintenance, Data Quality, Data Cleansing, Model Training, Computer Vision, Data Preprocessing, Deep Learning, Image Analysis, Model Evaluation, AI Workflows, Verification And Validation, Exploratory Data Analysis, Applied Machine Learning

    4.5 stars, 6 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (6) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Fundamentals of Aeronautics and Aviation

    Skills you'll gain: Engineering, Experimentation, Augmented Reality, Ancient History, Conceptual Design, Engineering Analysis, Physical Science, Augmented and Virtual Reality (AR/VR), Virtual Reality, Innovation, Scientific Methods, World History, Scientific Visualization, Public History

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Build Powerful AI Agents with OpenAI Tools

    Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, OpenAI API, Model Deployment, OpenAI, AI Integrations, Tool Calling, LLM Application, Enterprise Application Management, OAuth, Model Context Protocol, Prompt Engineering, Performance Tuning, Real Time Data, Interoperability, Prompt Patterns, Application Deployment

    3.8 stars, 9 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 3.8 (9) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    LLMOps

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Fine-tuning, Model Evaluation, Version Control, Supervised Learning

    4 stars, 39 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4 (39) · Beginner · Project · Less Than 2 Hours

    Category: Free
    Free
  • M

    Macquarie University

    Marketing analytics: Know your customers

    Skills you'll gain: Marketing Analytics, Customer Analysis, Customer Insights, Digital Media Strategy, Data-Driven Marketing, Marketing Effectiveness, Digital Marketing, Customer Data Management, Digital Analysis, Marketing Strategies, Social Media Marketing, Customer Engagement, Customer experience strategy (CX), Predictive Analytics, Analytics, Data Analysis Software, Consumer Behaviour, Big Data, Data Integration, Data Analysis

    4.7 stars, 462 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (462) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Washington

    U101: Understanding College and College Life

    Skills you'll gain: Higher Education, Learning Strategies, Student Support and Services, Academic Advising, Productivity, Time Management, Personal Development, Planning, Resourcefulness, Decision Making, Adaptability, Relationship Building

    4.6 stars, 510 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (510) · Mixed · Course · 1 - 3 Months

    Category: Free
    Free
  • W

    Whizlabs

    Exam Prep DP-700: Microsoft Fabric Data Engineer Associate

    Skills you'll gain: Dataflow, Azure Synapse Analytics, Performance Tuning, Microsoft Azure, System Monitoring, Data Engineering, Transact-SQL, Continuous Deployment, Star Schema, Power BI, PySpark, Data Cleansing, Data Analysis Expressions (DAX), Apache Spark, Analytics, Data Analysis, SQL, Azure Active Directory, Advanced Analytics, Microsoft Copilot

    4.6 stars, 7 reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.6 (7) · Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
1…384385386…834

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

  • Introduction to Selenium: Coursera
  • El rol docente del médico residente: Universidad Nacional Autónoma de México
  • Impacto de la IA en la Innovación de Negocios: Universidades Anáhuac
  • Networking Fundamentals and Physical Networks: Packt
  • Introduction to PySpark: Edureka
  • Hands-on Data Centric Visual AI: University of California, Davis
  • Fundamentals of Aeronautics and Aviation: EDUCBA
  • Build Powerful AI Agents with OpenAI Tools: Coursera
  • LLMOps: DeepLearning.AI
  • Marketing analytics: Know your customers: 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
  • 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