• 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

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    4.9 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

  • L

    L&T EduTech

    Design of Steel Connections

    Skills you'll gain: Structural Engineering, Mechanical Design, Structural Analysis, Failure Analysis, Building Codes, Design Specifications, Construction Engineering, Torque (Physics), Manufacturing Processes, Engineering Design Process, Engineering Calculations, Mechanics, Materials science, Technical Standard

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    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, Microsoft Azure, Azure DevOps, Star Schema, Dataflow, Interviewing Skills, Extract, Transform, Load, Azure DevOps Pipelines, Professional Development, Dependency Analysis, Power BI, Transaction Processing, Microsoft Power Platform, Transact-SQL, PySpark, Web Presence

    Advanced · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Motors and Motor Control Circuits

    Skills you'll gain: Machine Controls, Electrical and Computer Engineering, Control Systems, Embedded Software, Laboratory Experience, Embedded Systems, Power Electronics, Electronic Hardware, Three-Phase, Hardware Design, Electrical Engineering, Electrical Systems, Laboratory Equipment, Electronic Components, Torque (Physics), Design Specifications

    4.7 stars, 1.4K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (1.4K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • D

    Deep Teaching Solutions

    Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles

    Skills you'll gain: Learning Strategies, Lifelong Learning, Problem Solving, Self-Awareness, Overcoming Obstacles, Growth Mindedness, Mental Concentration, Habit Formation

    4.8 stars, 710 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (710) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universitat de Barcelona

    Claves para la innovación en la docencia universitaria

    Skills you'll gain: Digital pedagogy, Teaching, Education and Training, Pedagogy, Student Engagement, Interactive Learning, Instructional Strategies, Collaboration, Case Studies, Student-Centred Learning, Innovation, Higher Education, Driving engagement, Problem Solving, Game Design, Critical Thinking and Problem Solving

    4.8 stars, 1.7K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (1.7K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Microsoft

    Pipeline Engineering & Automation

    Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevSecOps, Continuous Integration, Site Reliability Engineering, Enterprise Architecture, IT Automation, DevOps, Test Automation, Product Automation, Automation, YAML, Software Development, Application Deployment, Business Process Automation, Multi-Cloud, Microsoft Azure, Cloud Standards, Software Configuration Management

    Advanced · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Linux Virtualization, Cloud, and Infrastructure Automation

    Skills you'll gain: Ansible, Kubernetes, Cloud Infrastructure, Linux Administration, Cloud Standards, Cloud Computing Architecture, Docker (Software), Public Cloud, Linux Servers, Containerization, Infrastructure as Code (IaC), Cloud Services, Infrastructure As A Service (IaaS), Virtual Machines, Linux, Cloud Computing, Operating System Administration, Linux Commands, Systems Administration, System Support

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Security Intelligence with Sumo Logic

    Skills you'll gain: DevSecOps, Security Information and Event Management (SIEM), DevOps, Application Security, MITRE ATT&CK Framework, System Monitoring, AI Security, Dashboard, Cyber Threat Intelligence, Dashboard Creation, Site Reliability Engineering, Continuous Monitoring, Threat Detection, Event Monitoring, Security Controls, Threat Management, Automation, AI Integrations, Incident Response, Cybersecurity

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Transformational Leadership in Banking

    Skills you'll gain: Performance Appraisal, Performance Management, Talent Management, Business Ethics, HR Tech, Talent Acquisition, Governance, Culture Transformation, Talent Recruitment, Employee Engagement, Crisis Management, Banking, Knowledge Transfer, Digital Transformation, Banking Services, Commercial Banking, Leadership Development, Leadership and Management, Leadership, Team Leadership

    Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SkillUp

    Data Science for Healthcare

    Skills you'll gain: Decision Intelligence, Model Training, Machine Learning Algorithms, Forecasting, Classification Algorithms, Dimensionality Reduction, Embeddings

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Project Finance Fundamentals: Analyze & Structure Deals

    Skills you'll gain: Project Finance, Feasibility Studies, Cost Estimation, Financial Analysis, Risk Mitigation, Project Risk Management, Risk Analysis, Return On Investment, Capital Budgeting, Case Studies, Financial Acumen, Stakeholder Analysis, Finance, Commercial Lending, Corporate Finance, Loans, Cash Flows

    4.8 stars, 13 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (13) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
1…231232233…834

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

  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • Design of Steel Connections: L&T EduTech
  • Microsoft Fabric Analytics Engineer: Microsoft
  • Motors and Motor Control Circuits: University of Colorado Boulder
  • Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles: Deep Teaching Solutions
  • Claves para la innovación en la docencia universitaria: Universitat de Barcelona
  • Pipeline Engineering & Automation: Microsoft
  • Linux Virtualization, Cloud, and Infrastructure Automation: Packt
  • Security Intelligence with Sumo Logic: Packt
  • Transformational Leadership in Banking: Sage Publications

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