• 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


  • G

    Google Cloud

    Transformer Models and BERT Model - Bahasa Indonesia

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Vision Transformer (ViT), Generative Model Architectures

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    HashiCorp Vault Foundations and Secrets Management

    Skills you'll gain: Authentications, Hardening, Key Management, Data Security, Cloud Security, Security Management, Security Controls, Encryption, Authorization (Computing), Identity and Access Management, Data Management, System Configuration, Servers, Configuration Management, Database Management

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    CCNA 200-301 Version 1.1: Unit 7

    Skills you'll gain: Ansible, Software-Defined Networking, Computer Networking, JSON, Automation, Infrastructure as Code (IaC), Network Architecture, Application Programming Interface (API), Network Infrastructure, Restful API, Network Planning And Design, Extensible Markup Language (XML)

    Beginner · Course · 1 - 4 Weeks

  • R

    Real Madrid Graduate School Universidad Europea

    Uso de la IA para la prevención de lesiones y recuperación

    Skills you'll gain: Medical Equipment and Technology, Data Ethics, AI Personalization, Kinesiology, Artificial Intelligence and Machine Learning (AI/ML), Preventative Care, Biomedical Engineering, Data Collection

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    AI in Clinical Decision Support & Diagnostics

    Skills you'll gain: Health Technology, Medical Imaging, Diagnostic Radiology, Clinical Documentation, Radiology, Clinical Assessment, Clinical Nursing, Responsible AI, Diagnostic Tests, Health Informatics, X-Ray Computed Tomography, Clinical Research, Predictive Analytics, Artificial Intelligence, Decision Support Systems, AI Personalization, Patient-centered Care

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    CompTIA PenTest+ (PT0-003)

    Skills you'll gain: Penetration Testing, Vulnerability Scanning, Exploitation techniques, Cyber Security Assessment, Vulnerability Assessments, Mobile Security, Open Web Application Security Project (OWASP), Cloud Security, Threat Modeling, Infrastructure Security, Application Security, Network Security, Scripting, Technical Communication

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Web3 Development for Beginners - No Coding Skills Required

    Skills you'll gain: Blockchain, FinTech, Software Development Tools, Transaction Processing, Web Development, Program Development, Web Applications, Node.JS, Emerging Technologies, Scalability, Javascript, Application Deployment, Computer Programming, Market Dynamics

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Attention Mechanism - 日本語版

    Skills you'll gain: Transfer Learning, Recurrent Neural Networks (RNNs), Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Large Language Modeling, Text Mining

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Workflows, Business Process Automation, Tool Calling, AI Enablement, Application Programming Interface (API), AI Personalization, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), File I/O

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 한국어

    Skills you'll gain: Gemini, Artificial Intelligence and Machine Learning (AI/ML), Customer Insights, Applied Machine Learning, Customer Analysis, Generative AI, Data Integration, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Marketing Strategies

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Document and Evaluate AI Ethics

    Skills you'll gain: Data Ethics, Responsible AI, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Project Documentation, Model Deployment, Model Evaluation, Business Ethics, MLOps (Machine Learning Operations), Accountability, Mitigation, Data Quality

    Intermediate · Course · 1 - 4 Weeks

Searches related to applied machine learning

applied machine learning in python
introduction to applied machine learning
applied machine learning specialization
applied machine learning: techniques and applications
applied machine learning uiuc
applied machine learning in python – university of michigan
machine learning applied
1…603604605…672

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

  • Transformer Models and BERT Model - Bahasa Indonesia: Google Cloud
  • HashiCorp Vault Foundations and Secrets Management: Packt
  • CCNA 200-301 Version 1.1: Unit 7: Pearson
  • Uso de la IA para la prevención de lesiones y recuperación: Real Madrid Graduate School Universidad Europea
  • AI in Clinical Decision Support & Diagnostics: Starweaver
  • CompTIA PenTest+ (PT0-003): Packt
  • Agentic AI Content for Practitioners (Teams: Healthcare): Coursera
  • Web3 Development for Beginners - No Coding Skills Required: Packt
  • Attention Mechanism - 日本語版: Google Cloud
  • Generative AI for Developers: Unit 3: Pearson

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
  • Free IT Certifications and Courses
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications

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
  • Share your Coursera learning story

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