• 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
    N

    Northeastern University

    Intro to Improving the Patient Experience Through Analytics

    Skills you'll gain: Hospital Experience, Patient-centered Care, Health Informatics, Patient Advocacy, Healthcare Industry Knowledge, Health Technology, Analytics, Data Analysis, Predictive Analytics, Data Literacy, Health Disparities, Innovation, Data Collection, Big Data, Data-Driven Decision-Making, Data Management, Decision Support Systems, Social Determinants Of Health, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    J

    John Wiley & Sons

    The Health Care Data Guide

    Skills you'll gain: Run Chart, Data Collection, Pareto Chart, Health Care Administration, Clinical Leadership, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Data-Driven Decision-Making, Healthcare Project Management, Statistical Visualization, Exploratory Data Analysis, Statistical Analysis, Scatter Plots, Epidemiology, Health Care, Data Visualization, Data Literacy, Decision Making, Healthcare Ethics

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
    Free
    U

    Universitat Autònoma de Barcelona

    Càlcul en diverses variables

    Skills you'll gain: Calculus, Advanced Mathematics, Applied Mathematics, Linear Algebra, Mathematical Theory & Analysis, Derivatives

    Intermediate · Course · 1 - 3 Months

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

    EDUCBA

    Joint Arrangements and Joint Control Accounting

    Skills you'll gain: International Financial Reporting Standards, Financial Reporting, Financial Accounting, Partnership Accounting, Contract Accounting, Technical Accounting, Financial Statements, Accounting, Regulatory Requirements, Decision Making

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Harden AI: Patch and Recover Incidents Fast

    Skills you'll gain: Incident Response, AI Security, Incident Management, Model Deployment, Site Reliability Engineering, Patch Management, MLOps (Machine Learning Operations), System Monitoring, Problem Management, Computer Security Incident Management, Dependency Analysis, Disaster Recovery, Anomaly Detection, Application Deployment, Automation, Dashboard Creation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    LearnQuest

    Securing the IoT Landscape: From Inception to Architecture

    Skills you'll gain: Threat Modeling, IT Security Architecture, Cloud Security, Internet Of Things, Vulnerability Management, Incident Response, Identity and Access Management, Threat Management, Computer Security Incident Management, Intrusion Detection and Prevention, Penetration Testing, Network Security, Security Controls, Security Testing, Cloud Computing, Threat Detection, Incident Management, Cloud Deployment, Authentications

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Maryland, College Park

    Public Health Leadership Fundamentals

    Skills you'll gain: Empathy & Emotional Intelligence, Personal Development, Intercultural Competence, Professional Development, Initiative and Leadership, Cultural Sensitivity, Adaptability

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Master LangChain with No-Code tools - Flowise and LangFlow

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, AI Workflows, AI Orchestration, No-Code Development, Retrieval-Augmented Generation, Memory Management, Agentic systems, Application Programming Interface (API), Software Installation

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Introduction to Bayesian Statistics for Data Science

    Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Clinical Workflow Automation and AI Integration

    Skills you'll gain: Clinical Documentation, Quality Assurance, Clinical Monitoring, Microsoft Azure, Anomaly Detection, Generative AI, AI Integrations, Real Time Data, Unstructured Data, Health Technology, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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

    Cisco Learning and Certifications

    Understanding Cisco Wireless Foundations

    Skills you'll gain: Network Troubleshooting, Wireless Networks, Network Architecture, Network Security, Local Area Networks, Network Planning And Design, Threat Management, Network Infrastructure, Virtual Local Area Network (VLAN), Vulnerability Assessments, Network Performance Management, Vulnerability Scanning, General Networking, Network Engineering, Network Switches, Network Administration, Cybersecurity, Cyber Attacks, Enterprise Architecture, Configuration Management

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Full-Stack AI and Mastering AI Agents Bootcamp

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Large Language Modeling, AI Workflows, AI Integrations, Software Installation

    Intermediate · Course · 1 - 3 Months

1…747748749…834

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

  • Intro to Improving the Patient Experience Through Analytics: Northeastern University
  • The Health Care Data Guide: John Wiley & Sons
  • Càlcul en diverses variables: Universitat Autònoma de Barcelona
  • Joint Arrangements and Joint Control Accounting: EDUCBA
  • Harden AI: Patch and Recover Incidents Fast: Coursera
  • Securing the IoT Landscape: From Inception to Architecture: LearnQuest
  • Public Health Leadership Fundamentals: University of Maryland, College Park
  • Master LangChain with No-Code tools - Flowise and LangFlow: Packt
  • Introduction to Bayesian Statistics for Data Science: University of Colorado Boulder
  • Clinical Workflow Automation and AI Integration: 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
  • 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