• 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
    T

    Tecnológico de Monterrey

    Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Numerical Analysis, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Plot (Graphics), Algebra, Applied Mathematics, Mathematical Software, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    726 reviews

    Mixed · Course · 3 - 6 Months

  • Status: New
    New
    P

    Packt

    Database Design and Modeling with PostgreSQL and MySQL

    Skills you'll gain: Database Systems, Database Design, Database Theory, Database Development, Relational Databases, Database Management Systems, Database Management, MySQL, Databases, Database Architecture and Administration, Database Software, SQL, PostgreSQL, NoSQL, Scalability, Data Integrity, Stored Procedure, Query Languages, Distributed Computing, Transaction Processing

    Intermediate · Course · 1 - 3 Months

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

    Chris Croft Training

    Project Management: Interactive Problem Solving

    Skills you'll gain: Stakeholder Management, Stakeholder Communications, Project Controls, Project Management, Project Risk Management, Project Scoping, Project Portfolio Management, Project Design, Project Schedules, Agile Project Management, Milestones (Project Management), Project Coordination, Project Planning, Project Management Institute (PMI) Methodology, Project Management Life Cycle, Project Implementation, Project Estimation, Project Performance, Project Finance, Project Documentation

    Mixed · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Windows Server 2025 Administration Fundamentals

    Skills you'll gain: Active Directory, Group Policy, Microsoft Windows, Windows Servers, Patch Management, Security Controls, Microsoft Servers, Operating System Administration, Virtualization, Performance Tuning, General Networking, Virtual Machines, Hardening, System Configuration, Server Administration, Data Storage Technologies, Security Software, Servers, Network Security, Authentications

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Psychology of Anxiety, Mood, Substance Use, and Addictive Behaviors

    Skills you'll gain: Substance Abuse, Mental Health Diseases and Disorders, Clinical Psychology, Mental and Behavioral Health, Mental Health Therapies, Psychiatry, Psychological Evaluations, Mental Health, Substance Abuse Counseling, Psychology, Cognitive Behavioral Therapy, Psychiatric Assessments, Patient Evaluation, Behavioral Health, Psychotherapy, Culture, Cultural Sensitivity, Epidemiology, Pharmacology, Psychosocial Assessments

    4.8
    Rating, 4.8 out of 5 stars
    ·
    349 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Exploring Data Transformation with Google Cloud

    Skills you'll gain: Data Architecture, Data Governance, Cloud Storage, Data Strategy, Data Storage, Data Warehousing, Data Lakes, Data Management, Looker (Software), Google Cloud Platform, Data Infrastructure, Business Intelligence, Digital Transformation, Real Time Data, Business Transformation, Data-Driven Decision-Making, Data Transformation, Analytics, Cloud Solutions, Data Capture

    4.8
    Rating, 4.8 out of 5 stars
    ·
    929 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Prompt Engineering with GPT: Programming for Custom Content

    Skills you'll gain: Prompt Engineering, OpenAI API, Education Software and Technology, Generative AI, AI Integrations, OpenAI, Scripting, Scripting Languages, Python Programming, Application Programming Interface (API), Application Development, Machine Learning, Software Engineering

    4.4
    Rating, 4.4 out of 5 stars
    ·
    80 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Mastering Logistics & Supply Chain Management

    Skills you'll gain: Supply Chain, Logistics, Supply Chain Systems, Supply Chain Management, Logistics Management, Supply Chain Planning, Supply Management, Performance Measurement, Transportation Management, Transportation Operations, Operational Efficiency, Operations Management, Inventory and Warehousing, Supplier Management, Business Operations, Operations, Sustainable Business, Inventory Management, Risk Management, Customer Relationship Management (CRM) Software

    4.5
    Rating, 4.5 out of 5 stars
    ·
    42 reviews

    Intermediate · Course · 1 - 3 Months

  • 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
    Rating, 4.8 out of 5 stars
    ·
    538 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    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
    Rating, 4.8 out of 5 stars
    ·
    710 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, AI powered creativity, Anthropic Claude, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, OpenAI, LLM Application, Emerging Technologies, Deep Learning, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    191 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    A

    Automatic Data Processing, Inc. (ADP)

    Diversity, Equity & Inclusion

    Skills you'll gain: Diversity Training, Intercultural Competence, Organizational Change, Diversity Equity and Inclusion Initiatives, Cognitive flexibility, Adaptability, Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Open Mindset, Cultural Responsiveness, Organizational Development, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Diversity Programs, Recognizing Others, Workforce Development, Employee Training, Safety Culture

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Beginner · Course · 1 - 4 Weeks

1…202203204…834

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

  • Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo: Tecnológico de Monterrey
  • Database Design and Modeling with PostgreSQL and MySQL: Packt
  • Project Management: Interactive Problem Solving: Chris Croft Training
  • Windows Server 2025 Administration Fundamentals: Packt
  • Psychology of Anxiety, Mood, Substance Use, and Addictive Behaviors: American Psychological Association
  • Exploring Data Transformation with Google Cloud: Google Cloud
  • Prompt Engineering with GPT: Programming for Custom Content: Coursera
  • Mastering Logistics & Supply Chain Management: EDUCBA
  • Art & Inquiry: Museum Teaching Strategies For Your Classroom: The Museum of Modern Art
  • Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles: Deep Teaching Solutions

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