• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Applied Machine Learning

    Applied Machine Learning Courses Online

    Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

    Skip to search results

    Filter by

    Subject
    Required
     *

    Language
    Required
     *

    The language used throughout the course, in both instruction and assessments.

    Learning Product
    Required
     *

    Build job-relevant skills in under 2 hours with hands-on tutorials.
    Learn from top instructors with graded assignments, videos, and discussion forums.
    Learn a new tool or skill in an interactive, hands-on environment.
    Get in-depth knowledge of a subject by completing a series of courses and projects.
    Earn career credentials from industry leaders that demonstrate your expertise.
    Earn career credentials while taking courses that count towards your Master’s degree.
    Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
    Complete graduate-level learning without committing to a full degree program.
    Earn a university-issued career credential in a flexible, interactive format.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Applied Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Customising your models with TensorFlow 2

      Skills you'll gain: Tensorflow, Data Pipelines, Keras (Neural Network Library), Deep Learning, Natural Language Processing, Data Processing, Artificial Neural Networks, Time Series Analysis and Forecasting, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      192 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      University of California San Diego

      Internet of Things: Multimedia Technologies

      Skills you'll gain: Mobile Development, Digital Communications, Application Development, Python Programming, Internet Of Things, Embedded Software

      4.7
      Rating, 4.7 out of 5 stars
      ·
      304 reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      C

      Columbia University

      Computational Methods in Pricing and Model Calibration

      Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Financial Data, Python Programming, Probability Distribution, Algorithms

      4.4
      Rating, 4.4 out of 5 stars
      ·
      42 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      U

      Universidad Austral

      Estructuras de datos en Python

      Skills you'll gain: Data Structures, Python Programming, JSON, File Management, Scripting, Scripting Languages, Data Import/Export, Computer Programming, Debugging

      4.6
      Rating, 4.6 out of 5 stars
      ·
      417 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      A

      American Psychological Association

      Student Success

      Skills you'll gain: Stress Management, Resilience, Writing, Editing, Mental Health, Mindfulness, Learning Strategies, Learning Theory, Human Learning, Mental Concentration, Proofreading, Concision, Psychology, Productivity, Emotional Intelligence, Time Management, Critical Thinking, Behavioral Health, Scientific Methods, Organizational Skills

      4.9
      Rating, 4.9 out of 5 stars
      ·
      18 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Aprendizaje Activo STEM con Simulaciones Interactivas PhET

      Skills you'll gain: Interactive Learning, Education Software and Technology, Mathematics Education, Pedagogy, Simulations, Simulation and Simulation Software, Interactive Design, Conceptual Design, User Feedback, Experimentation, Scientific Visualization, Chemistry, User Experience Design, Physics, Biology

      4.9
      Rating, 4.9 out of 5 stars
      ·
      715 reviews

      Beginner · Specialization · 3 - 6 Months

    • I

      ISC2

      Cryptography

      Skills you'll gain: Cryptography, Key Management, Public Key Infrastructure, Encryption, Data Security, Public Key Cryptography Standards (PKCS), Cybersecurity, Authentications, Email Security, Data Integrity, IT Security Architecture, Virtual Private Networks (VPN), Algorithms

      4.9
      Rating, 4.9 out of 5 stars
      ·
      86 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Google Cloud IAM and Networking for Azure Professionals

      Skills you'll gain: Identity and Access Management, Google Cloud Platform, Microsoft Azure, Azure Active Directory, Cloud Computing Architecture, Cloud Management, Virtual Private Networks (VPN), User Accounts, Virtual Machines, Network Security, Firewall, Network Routing

      4.6
      Rating, 4.6 out of 5 stars
      ·
      246 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      User Interface Design: Principles, Prototyping, Practices

      Skills you'll gain: Prototyping, User Interface (UI) Design, Usability, User Research, Interactive Design, UI Components, User Centered Design, Mockups, Visual Design, Graphic and Visual Design Software, Design Thinking, Design Elements And Principles, Typography, Web Content Accessibility Guidelines

      4.8
      Rating, 4.8 out of 5 stars
      ·
      34 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Calculus through Data & Modeling: Differentiation Rules

      Skills you'll gain: Calculus, Applied Mathematics, Trigonometry, Mathematical Modeling, Algebra, Derivatives, Geometry

      4.8
      Rating, 4.8 out of 5 stars
      ·
      105 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      É

      École Polytechnique Fédérale de Lausanne

      Mécanique : Solide Indéformable

      Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Engineering Calculations, Vibrations, Applied Mathematics, Physics, Mathematical Modeling

      4.8
      Rating, 4.8 out of 5 stars
      ·
      34 reviews

      Mixed · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Python for Finance: Beta and Capital Asset Pricing Model

      Skills you'll gain: Portfolio Management, Plotly, Data Visualization, Investment Management, Financial Analysis, Statistical Analysis, Financial Data, Risk Modeling, Market Data, Finance, Equities, Data Analysis, Pandas (Python Package), Python Programming

      4.5
      Rating, 4.5 out of 5 stars
      ·
      46 reviews

      Beginner · Guided Project · Less Than 2 Hours

    Applied Machine Learning learners also search

    Machine Learning
    Beginner Machine Learning
    Machine Learning Projects
    Advanced Machine Learning
    Deep Learning
    Beginner Deep Learning
    Deep Learning Projects
    Advanced Deep Learning
    1…220221222…511

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

    • Customising your models with TensorFlow 2: Imperial College London
    • Internet of Things: Multimedia Technologies: University of California San Diego
    • Computational Methods in Pricing and Model Calibration: Columbia University
    • Estructuras de datos en Python: Universidad Austral
    • Student Success: American Psychological Association
    • Aprendizaje Activo STEM con Simulaciones Interactivas PhET: University of Colorado Boulder
    • Cryptography : ISC2
    • Google Cloud IAM and Networking for Azure Professionals: Google Cloud
    • User Interface Design: Principles, Prototyping, Practices: Coursera Instructor Network
    • Calculus through Data & Modeling: Differentiation Rules: Johns Hopkins 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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • 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
    • ECTS Credit Recommendations

    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
    © 2025 Coursera Inc. All rights reserved.
    • Coursera Facebook
    • Coursera Linkedin
    • Coursera Twitter
    • Coursera YouTube
    • Coursera Instagram
    • Coursera TikTok