• 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


  • I

    IBM

    Generative AI: Business Transformation and Career Growth

    Skills you'll gain: Generative AI, Leadership and Management, AI Enablement, Business Leadership, Strategic Leadership, Content Creation, Market Opportunities, AI Integrations, Business Transformation, New Business Development, Content Development and Management

    ★ 4.7 (306) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • A

    Arizona State University

    ELL Success in the Content Classroom: Teacher Toolbox Series

    Skills you'll gain: Lesson Planning, Teaching, Parent Communication, Differentiated Instruction, Student Engagement, Instructional Strategies, Language Competency, Curriculum Planning, Education and Training, English Language, Community Outreach, Peer Review, Educational Materials, Instructional Design, Working With Children, Training Programs, Pedagogy, Instructional and Curriculum Design, Cultural Responsiveness, Cultural Diversity

    ★ 4.6 (255) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • S

    SAS

    SAS Certification Practice Exams

    Skills you'll gain: Model Deployment, Logistic Regression, Model Training, Probability & Statistics, Model Evaluation, Statistical Software, Machine Learning Methods, Machine Learning Software

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Financial Analyst: AI, Excel, and Power BI Skills

    Skills you'll gain: Financial Modeling, Financial Statements, Data Import/Export, Data Cleansing, Financial Statement Analysis, Risk Modeling, Financial Forecasting, Risk Management Framework, Capital Budgeting, Supervised Learning, Risk Management, Financial Auditing, Variance Analysis, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization

    ★ 3 (7) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Microsoft Secure & Scalable API Development with .NET

    Skills you'll gain: Scalability, Role-Based Access Control (RBAC), ASP.NET, Authentications, Secure Coding, Load Balancing, Microsoft Copilot, Software Architecture, Performance Tuning, Data Security, Back-End Web Development, API Design, .NET Framework, Restful API, C# (Programming Language), Application Security, Application Development, Multi-Factor Authentication, Process Optimization, Debugging

    ★ 4.5 (95) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Microsoft

    Intro to Artificial Intelligence on Microsoft Azure

    Skills you'll gain: Responsible AI, Anomaly Detection, Computer Vision, Microsoft Azure, Data Ethics, Artificial Intelligence, Natural Language Processing, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Applied Machine Learning, Machine Learning

    ★ 4.2 (25) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Apply API Testing Fundamentals Using Postman

    Skills you'll gain: CI/CD, Verification And Validation, Software Testing, Restful API, Web Development Tools, Development Testing, Code Reusability

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

    Category: New
    New
    Status: Free Trial
    Free Trial
  • T

    The University of Edinburgh

    Sit Less, Get Active

    Skills you'll gain: Goal Setting, Smart Goals, Community Health, Patient Education and Support, Health Education, Health Promotion, Preventative Care, Self-Motivation, Behavioral Health, Activities of Daily Living (ADLs), Habit Formation, Health Assessment, Motivational Skills, Occupational Health, Chronic Diseases, Overcoming Obstacles

    ★ 4.6 (1.8K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of California, Irvine

    Emerging Trends & Technologies in the Virtual K-12 Classroom

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaborative Software, Digital pedagogy, Teaching, Augmented Reality, Game Design, Virtual Environment, Emerging Technologies, Technology Strategies, Information Privacy, Personally Identifiable Information, Content Management, Social Media

    ★ 4.6 (670) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Hands-on Agentic AI: Building Intelligent Agents

    Skills you'll gain: Model Context Protocol, Responsible AI, LangGraph, AI Integrations, AI Workflows, AI Orchestration, Agentic Workflows, LangChain, Generative AI Agents, CrewAI, OpenAI API, Agentic systems, LLM Application, Tool Calling, Case Studies, OpenAI, Governance, Compliance Management, Model Deployment, AI Security

    ★ 2.5 (31) · Intermediate · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    Negotiation skills: Negotiate and resolve conflict

    Skills you'll gain: Conflict Management, Negotiation, Intercultural Competence, Stakeholder Management, Leadership and Management, Cultural Sensitivity, Cultural Diversity, Self-Awareness, Relationship Building, Communication Strategies, Communication

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

    Status: Free Trial
    Free Trial
  • U

    Universidad de los Andes

    Fundamentos de probabilidad y aplicaciones

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Applied Mathematics, Risk Management, Risk Modeling, Statistical Modeling, Combinatorics, Statistical Analysis, Variance Analysis

    ★ 4.8 (180) · Intermediate · Course · 1 - 4 Weeks

1…338339340…834

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

  • Generative AI: Business Transformation and Career Growth: IBM
  • ELL Success in the Content Classroom: Teacher Toolbox Series: Arizona State University
  • SAS Certification Practice Exams: SAS
  • Financial Analyst: AI, Excel, and Power BI Skills: Coursera
  • Microsoft Secure & Scalable API Development with .NET: Microsoft
  • Intro to Artificial Intelligence on Microsoft Azure: Microsoft
  • Apply API Testing Fundamentals Using Postman: EDUCBA
  • Sit Less, Get Active: The University of Edinburgh
  • Emerging Trends & Technologies in the Virtual K-12 Classroom: University of California, Irvine
  • Hands-on Agentic AI: Building Intelligent Agents: Coursera

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