• 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


  • L

    LearnKartS

    Vibe Coding Foundation

    Skills you'll gain: Prompt Engineering, Vibe coding, Prompt Engineering Tools, User Requirements Documents, Secure Coding, Functional Requirement, Functional Specification, Development Environment, Hardening, Application Security, Software As A Service, Full-Stack Web Development, LLM Application, Software Development Tools, Web Development Tools, Application Development, Web Development, GitHub, Debugging, Version Control

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Craft Targeted Positioning Statements

    Skills you'll gain: Product Marketing, Product Strategy, Value Propositions, Target Audience, Benchmarking, Target Market, Persona Development, Go To Market Strategy, Competitive Analysis, Strategic Marketing, Strategic Communication, Stakeholder Communications, Customer Analysis, Customer Insights, Competitive Intelligence, Organizational Strategy, Market Analysis, Market Opportunities, Needs Assessment

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    Snowflake

    Snowflake Generative AI

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, AI Orchestration, Fine-tuning, Agentic Workflows, AI Workflows, Generative Model Architectures, LLM Application, Data Engineering, Data Manipulation, Model Context Protocol, Data Store, Large Language Modeling, Artificial Intelligence, Application Deployment, Tool Calling, Data Warehousing, Embeddings, SQL

    ★ 4.8 (283) · Beginner · Professional Certificate · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Minnesota

    Resilience in Children Exposed to Trauma, Disaster and War: Global Perspectives

    Skills you'll gain: Child Welfare, Crisis Intervention, Research Methodologies, Family Support, Science and Research, Working With Children, Trauma Care, Child Development, Emergency Response, Risk Analysis, Social Sciences, Human Development, Cultural Diversity, Culture, Case Studies

    ★ 4.8 (742) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    ITIL V4 Details of Four Dimensions of Service Management

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, IT Management, Business Relationship Management, Hospitality Services, Practice Management, Organizational Structure, Strategic Partnership, Information Management, Supplier Relationship Management, Supplier Management, Vendor Relationship Management, Process Management, Process Optimization, People Development

    ★ 4.8 (133) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • R

    Rice University

    Physics 101 - Forces and Kinematics

    Skills you'll gain: Mechanics, Problem Solving, Physics, Graphing, Mathematical Modeling, Integral Calculus, Algebra, Physical Science, Calculus, Applied Mathematics, Mechanical Engineering, Trigonometry

    ★ 4.7 (207) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Data Transformation

    ★ 3.9 (60) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • I

    IBM

    Introduction to Hardware and Operating Systems

    Skills you'll gain: Peripheral Devices, Virtualization, Computer Hardware, System Configuration, Virtualization and Virtual Machines, Operating System Administration, Computer Systems, Virtual Machines, Operating Systems, Hardware Troubleshooting, Linux, Software Installation, Technical Support, Mac OS, Computer Architecture, File Systems, Network Infrastructure, Data Storage, User Accounts, Disaster Recovery

    ★ 4.7 (2K) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    MedCerts

    Medical Billing and Coding Essentials

    Skills you'll gain: Revenue Cycle Management, Medical Billing, Medical Billing and Coding, Electronic Medical Record System, Medical Coding, Medical History Documentation, Medical Records, ICD Coding (ICD-9/ICD-10), Electronic Medical Record, Health Care Procedure and Regulation, Health Information Management and Medical Records, CPT Coding, Medical Office Procedures, Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Industry Knowledge, Patient Registration, Health Information Management, Managed Care, Payment Processing

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

    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Microsoft Fabric Analytics Engineer

    Skills you'll gain: Data Lakes, Data Analysis Expressions (DAX), Data Warehousing, Data Pipelines, Data Architecture, Star Schema, Microsoft Azure, Dataflow, Extract, Transform, Load, Dependency Analysis, Power BI, Transaction Processing, Transact-SQL, Change Control, PySpark, Capacity Management, Information Management, Real Time Data, Business Intelligence, Microsoft Power Platform

    Advanced · Professional Certificate · 3 - 6 Months

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

    Coursera

    Tailor Your Message

    Skills you'll gain: User Feedback, Customer Analysis, Professional Development, Customer experience improvement, Selling Techniques, Communication Strategies, Sales Process, Solution Selling, Consumer Behaviour, Business Correspondence, Customer Insights, Stakeholder Communications, Analytical Skills, Communication, Business Writing, Marketing Communications, Business Communication, Customer Engagement, Decision Making

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • S

    SAS

    Statistical Thinking for Industrial Problem Solving, presented by JMP

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Process Controls, Correlation Analysis, Statistics, Data-Driven Decision-Making, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Statistical Software, Probability & Statistics, Regression Analysis, Statistical Inference, Predictive Analytics, Data Analysis, SAS (Software), Scatter Plots, Experimentation, Analytical Skills, Data Visualization

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

    Category: Preview
    Preview
1…227228229…834

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

  • Vibe Coding Foundation: LearnKartS
  • Craft Targeted Positioning Statements: Coursera
  • Snowflake Generative AI: Snowflake
  • Resilience in Children Exposed to Trauma, Disaster and War: Global Perspectives: University of Minnesota
  • ITIL V4 Details of Four Dimensions of Service Management: EDUCBA
  • Physics 101 - Forces and Kinematics: Rice University
  • Facial Expression Recognition with PyTorch: Coursera
  • Introduction to Hardware and Operating Systems: IBM
  • Medical Billing and Coding Essentials: MedCerts
  • Microsoft Fabric Analytics Engineer: Microsoft

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