• 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


  • B

    Board Infinity

    Vibe Coding: Build Full-Stack AI Apps Without Writing Code

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Claude Code, Vibe coding, Large Language Modeling, Full-Stack Web Development, Back-End Web Development, Debugging, Front-End Web Development, Application Deployment, Application Design, Server Side, AI Integrations, Web Applications, AI Personalization, Software Architecture, Business Logic, Test Driven Development (TDD), Product Design

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • T

    The University of Edinburgh

    Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences

    Skills you'll gain: Artificial Intelligence, Psychology, Human Development, Scientific Methods, Research

    4.6 stars, 1.5K reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (1.5K) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • J

    John Wiley & Sons

    Advanced Cybersecurity: Careers & Threats

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Cyber Threat Intelligence, Cyber Attacks, Authentications, Incident Response, Security Awareness, Threat Management, Cyber Risk, Computer Security Incident Management, Data Security, Threat Detection, Network Security, Security Controls, Vulnerability Assessments, Encryption, Multi-Factor Authentication, AI Security, Cryptography, General Data Protection Regulation (GDPR)

    Intermediate · Course · 1 - 3 Months

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

    Universidad de los Andes

    Contenido de las matemáticas de primaria

    Skills you'll gain: Mathematics Education, Arithmetic, Applied Mathematics, Geometry, Systems Of Measurement, General Mathematics, Graphing

    4.9 stars, 1.6K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (1.6K) · Beginner · Course · 1 - 3 Months

  • P

    Packt

    Windows 11 Pro Crash Course for System Administrators

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • U

    UNSW Sydney (The University of New South Wales)

    Introduction to Systems Engineering

    Skills you'll gain: Systems Engineering, Systems Development, Systems Architecture, Construction Management, Systems Development Life Cycle, Functional Requirement, Product Lifecycle Management, Design Strategies, System Design and Implementation, Software Development Methodologies

    4.7 stars, 837 reviews, Beginner, Course, 1 - 3 Months

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

    Category: Preview
    Preview
  • U

    University of Pennsylvania

    Positive Psychology Specialization Project: Design Your Life for Well-being

    Skills you'll gain: Research, Positivity, Psychological Evaluations, Science and Research, Research Design, Psychosocial Assessments, Mental Health Diseases and Disorders, Self-Awareness, Personal Development, Experimentation, Mental Health, Needs Assessment

    4.8 stars, 936 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (936) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Museum of Modern Art

    Art & Inquiry: Museum Teaching Strategies For Your Classroom

    Skills you'll gain: Education and Training, Empathy & Emotional Intelligence, Interactive Learning, Art History, Pedagogy, Student-Centred Learning, Creative Thinking, Design Thinking, Journals

    4.8 stars, 539 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Mainframe Developer

    Skills you'll gain: Mainframe Computing, COBOL (Programming Language), Systems Development Life Cycle, Software Development Life Cycle, Mainframe Technologies, z/OS, Unit Testing, Systems Analysis, Job Control Language (JCL), IBM DB2, Systems Development, Agile Software Development, Debugging, Pseudocode, Program Development, Software Development Methodologies, Virtualization, Agile Methodology, Software Development, File I/O

    4.6 stars, 1.4K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (1.4K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • O

    Oracle

    Oracle Cloud Infrastructure AI Foundations

    Skills you'll gain: Generative AI, Oracle Cloud, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Artificial Intelligence, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Artificial Neural Networks, Oracle Cloud Applications, AI literacy, Unsupervised Learning, Model Training, Recurrent Neural Networks (RNNs)

    4.8 stars, 23 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Profile Data Quality

    Skills you'll gain: Data Quality, Data-Driven Marketing, Data Cleansing, Marketing Analytics, Data Validation, Data Integrity, Data Maintenance, Data Wrangling, Exploratory Data Analysis, Quality Assessment, Campaign Management, Technical Communication, Data Processing, Statistical Reporting, Data Analysis, Stakeholder Communications, Benchmarking, Business Priorities, Microsoft Excel, SQL

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    Perform Cohort Analysis

    Skills you'll gain: Customer Retention, Customer Analysis, Brand Loyalty, Conversion Funnel Analysis, Customer Insights, Web Analytics, Google Analytics, Customer Success Management, Customer Engagement, Customer Acquisition Management, Trend Analysis, Marketing Effectiveness, Customer experience improvement, Business Metrics, Analysis, Performance Metric, Target Audience

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
1…181182183…834

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

  • Vibe Coding: Build Full-Stack AI Apps Without Writing Code: Board Infinity
  • Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences: The University of Edinburgh
  • Advanced Cybersecurity: Careers & Threats: John Wiley & Sons
  • Contenido de las matemáticas de primaria: Universidad de los Andes
  • Windows 11 Pro Crash Course for System Administrators: Packt
  • Introduction to Systems Engineering: UNSW Sydney (The University of New South Wales)
  • Positive Psychology Specialization Project: Design Your Life for Well-being: University of Pennsylvania
  • Art & Inquiry: Museum Teaching Strategies For Your Classroom: The Museum of Modern Art
  • IBM Mainframe Developer: IBM
  • Oracle Cloud Infrastructure AI Foundations: Oracle

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