• 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


  • L

    LearnKartS

    Multi-Platform Digital Ads Mastery: 11 Platforms

    Skills you'll gain: Meta Ads Manager, Google Ads, Facebook, Bidding, Keyword Research, Digital Marketing Campaigns, Online Advertising, Pay Per Click Advertising, Advertising Campaigns, Performance marketing, Social Media Campaigns, Search Engine Marketing, Pinterest, Marketing, Data-Driven Marketing, Social Media, Digital Advertising, Contextual Advertising, TikTok, Advertising

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

    Status: Free Trial
    Free Trial
  • C

    Corporate Finance Institute

    Practical Data Science for Data Analysts

    Skills you'll gain: Classification Algorithms, Data Preprocessing, Matplotlib, Feature Engineering, Data Visualization, Model Evaluation, Data Import/Export, Exploratory Data Analysis, Plot (Graphics), Pandas (Python Package), Data Presentation, Data Science, NumPy, Regression Analysis, Data Analysis, Data Structures, Data Wrangling, Correlation Analysis, Portfolio Management, Predictive Analytics

    ★ 4.8 (32) · Advanced · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Gemini in BigQuery

    Skills you'll gain: Gemini, Google Gemini, Retrieval-Augmented Generation, Embeddings, Generative AI, Predictive Modeling, Vector Databases, Google Cloud Platform, Big Data, Data Analysis, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, SQL, LLM Application, Query Languages, Data Wrangling, AI Integrations, Python Programming, Machine Learning

    ★ 4.6 (10) · Beginner · Specialization · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Snowflake

    Introduction to Generative AI with Snowflake

    Skills you'll gain: Prompt Engineering, Generative AI, Fine-tuning, Generative Model Architectures, LLM Application, Large Language Modeling, Application Deployment, Unstructured Data, Application Development, Natural Language Processing

    ★ 4.7 (51) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • T

    The Museum of Modern Art

    Fashion As Design

    Skills you'll gain: Ethical Standards And Conduct, Cultural Diversity, Social Impact, Creativity, Market Trend, Creative Thinking, Product Design, Production Process, World History, Social Sciences, Consumer Behaviour, Design Elements And Principles, Personal Development, Problem Solving, Critical Thinking

    ★ 4.9 (19) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Analyze Investment Banking, Markets & Asset Management

    Skills you'll gain: Derivatives, Futures Exchange, Investment Banking, Investment Management, Asset Management, Portfolio Risk, Financial Analysis, Banking Services, Risk Management, Finance, Wealth Management, Financial Market, Investments, Financial Regulations, Financial Trading, Financial Services, Financial Sales, Return On Investment, Brokerage, Risk Analysis

    ★ 4.8 (11) · Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • I

    IBM

    DevOps Capstone Project

    Skills you'll gain: Devops Tools, DevOps, CI/CD, Cloud Deployment, User Story, Microservices, OpenShift, DevSecOps, Application Deployment, Continuous Integration, Agile Software Development, Cloud-Native Computing, Code Review, Kubernetes, Test Driven Development (TDD), Continuous Deployment, Continuous Delivery, Scrum (Software Development), Agile Methodology, Cloud Computing

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

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Generative AI Models and Transformer Networks Certification

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing

    ★ 3.5 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Mastering KiCAD: Open-Source PCB Design for Beginners

    Skills you'll gain: Design Software, Diagram Design, Technical Design, Design, Open Source Technology, Software Installation, Data Import/Export

    ★ 4.2 (30) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    SkillsBooster Academy

    AI Agents 101: Tools for Marketing & Business

    Skills you'll gain: Prompt Engineering, Marketing Strategies, Artificial Intelligence and Machine Learning (AI/ML), Strategic Marketing, Marketing Analytics, Artificial Intelligence, Generative AI, Agentic systems, Content Development and Management, Digital Marketing, Content Creation, Automation, Business Ethics, Customer experience improvement, Machine Learning, Natural Language Processing, Content Management, Creativity, Ethical Standards And Conduct, Interactive Data Visualization

    ★ 4.5 (11) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • T

    The University of Edinburgh

    Intellectual Humility: Science

    Skills you'll gain: Open Mindset, Curiosity, Willingness To Learn, Self-Awareness, Growth Mindedness, Personal Attributes, Child Development, Cognitive flexibility, Emotional Intelligence, Human Learning, Critical Thinking, Social Sciences

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

    Category: Preview
    Preview
  • E

    Edureka

    Power BI for Data Science and Analytics

    Skills you'll gain: Performance Measurement, Business Intelligence Software, Interactive Data Visualization, Data Presentation, Analytics, Business Reporting, Dataflow, Anomaly Detection, Machine Learning

    ★ 4.3 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
1…448449450…834

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

  • Multi-Platform Digital Ads Mastery: 11 Platforms: LearnKartS
  • Practical Data Science for Data Analysts: Corporate Finance Institute
  • Gemini in BigQuery: Google Cloud
  • Introduction to Generative AI with Snowflake: Snowflake
  • Fashion As Design: The Museum of Modern Art
  • Analyze Investment Banking, Markets & Asset Management: EDUCBA
  • DevOps Capstone Project: IBM
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Mastering KiCAD: Open-Source PCB Design for Beginners: Coursera
  • AI Agents 101: Tools for Marketing & Business: SkillsBooster Academy

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