• 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


  • P

    Pragmatic AI Labs

    Fine-Tuning Transformers with Hugging Face

    Skills you'll gain: Fine-tuning, CI/CD, Hugging Face, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Model Training, Transfer Learning, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Model Optimization, Data Pipelines, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • B

    British Standards Institution

    AI Management Essentials: Integrating ISO 42001 & ISO 23894

    Skills you'll gain: Data Ethics, Artificial Intelligence, AI literacy, Data Governance, Risk Management Framework, Risk Management, Operational Risk, Business Risk Management, Compliance Management, Accountability Frameworks, Risk Analysis, Human Factors (Security), Risk Mitigation, Data Quality, Regulatory Compliance, Governance, Human Machine Interfaces, Trustworthiness, Technical Standard

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Data Modeling and Prediction with R

    Skills you'll gain: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistical Methods, Statistics, Predictive Analytics, Data Modeling, Probability & Statistics, Statistical Hypothesis Testing, Statistical Inference, Model Training, R (Software), Statistical Programming, Correlation Analysis

    4.7 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • P

    Packt

    Security Assessment and Testing

    Skills you'll gain: Cyber Security Assessment, Security Testing, Vulnerability Assessments, Penetration Testing, White-Box Testing

    4.9 stars, 10 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (10) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Investment Planning and Portfolio Analysis

    Skills you'll gain: Technical Analysis, Financial Statement Analysis, Investments, Financial Statements, Financial Market, Investment Management, Securities (Finance), Portfolio Management, Financial Analysis, Portfolio Risk, Market Data, Financial Regulations, Financial Regulation, Equities, Market Trend, Corporate Finance, Return On Investment, Financial Planning, Risk Modeling, Risk Analysis

    Mixed · Course · 1 - 3 Months

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

    Coursera

    Responsible AI: Transparency & Ethics

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Mitigation, AI Workflows, Model Evaluation, Auditing, Risk Management Framework, Governance

    4.1 stars, 7 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.1 (7) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Hedge Fund Strategies and Investment Models

    Skills you'll gain: Hedge Accounting, Investment Management, Portfolio Management, Financial Market, Capital Markets, Investments, Financial Trading, Performance Measurement, Portfolio Risk, Asset Management, Performance Analysis, Risk Management, Equities, Return On Investment, Securities Trading, Financial Regulations, Financial Regulation, Market Trend, Market Dynamics, Fund Accounting

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    AI CERTs

    AI for Project Managers and Scrum Masters

    Skills you'll gain: Responsible AI, Agile Project Management, Sprint Planning, Jira (Software), Agile Product Development, Agile Methodology, AI Enablement, Scrum (Software Development), Project Management Software, AI Workflows, AI Orchestration, Project Management, Artificial Intelligence, Project Risk Management, Artificial Intelligence and Machine Learning (AI/ML), Project Management Life Cycle, Project Planning, Project Scoping, Generative AI Agents, Generative AI

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • L

    LearnQuest

    Foundations of Agent-Based AI Systems

    Skills you'll gain: Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, System Design and Implementation, Unified Modeling Language, Performance Metric, Performance Measurement, Requirements Analysis, Performance Analysis, Model Evaluation, Stakeholder Communications, Stakeholder Engagement, Benchmarking, Prioritization

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Allen Bradley Micro850 PLC with IIoT

    Skills you'll gain: Programmable Logic Controllers, Computational Logic, Code Reusability, Data Structures, Diagram Design, Dataflow, Microsoft Azure, Automation, Program Development, Performance Tuning, Data Management, System Configuration, Interactive Data Visualization, Data Integration, Functional Design, Fine-tuning, Communication, Simulations

    Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Global Forex & Macroeconomic Policy Analysis

    Skills you'll gain: Market Data, International Finance, Economics, Financial Policy, Financial Data, Market Dynamics, Financial Trading, Market Trend, Economics, Policy, and Social Studies, Financial Market, Fiscal Management, Financial Analysis, Supply And Demand

    Mixed · Course · 1 - 4 Weeks

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

    Coursera

    Preparing Multimodal Data: Vision, Audio, and NLP Pipelines

    Skills you'll gain: Data Preprocessing, Model Evaluation, Fine-tuning, Hugging Face, Data Processing, Data Transformation, Large Language Modeling, Model Training, Feature Engineering, Data Pipelines, Image Analysis, Image Quality, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Machine Learning Methods, Data Architecture, Machine Learning Software, Computer Vision, Artificial Neural Networks, Machine Learning Algorithms

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…586587588…834

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

  • Fine-Tuning Transformers with Hugging Face: Pragmatic AI Labs
  • AI Management Essentials: Integrating ISO 42001 & ISO 23894: British Standards Institution
  • Data Modeling and Prediction with R: Duke University
  • Security Assessment and Testing: Packt
  • Investment Planning and Portfolio Analysis: EDUCBA
  • Responsible AI: Transparency & Ethics: Coursera
  • Hedge Fund Strategies and Investment Models: EDUCBA
  • AI for Project Managers and Scrum Masters: AI CERTs
  • Foundations of Agent-Based AI Systems: LearnQuest
  • Allen Bradley Micro850 PLC with IIoT: Packt

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