• 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


  • X

    Xi'an Jiaotong University

    《论语》的智慧

    Skills you'll gain: Teaching, Human Learning, Leadership, Business Ethics, Ethical Standards And Conduct, Governance, Social Studies, Culture, Human Development, Interpersonal Communications

    4.4
    Rating, 4.4 out of 5 stars
    ·
    45 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Contract Managers: Automating CLM

    Skills you'll gain: Contract Management, Performance Analysis, Legal Technology, Contract Review, Generative AI, Analysis, Workflow Management, Compliance Management, Document Management, Supplier Management, Business Process Automation, Vendor Management, Automation, Process Optimization, Operational Efficiency, Risk Management

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Introduction to Additive Manufacturing Processes

    Skills you'll gain: Manufacturing Processes, Schematic Diagrams, Computer-Aided Design, Production Process, 3D Modeling, 3D Assets, Engineering Design Process, Materials science, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    116 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Transformer Models and BERT Model

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative Model Architectures, Transfer Learning, Embeddings

    4.1
    Rating, 4.1 out of 5 stars
    ·
    125 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    BIM Fundamentals: Smarter Building Design & Planning

    Skills you'll gain: Autodesk Revit, Building Information Modeling, Document Management, Construction, Engineering Documentation, Architectural Drawing, Project Coordination, Computer-Aided Design, Digital Transformation, Architectural Design, Construction Management, Collaboration, 3D Modeling, Data Modeling, Coordination, Visualization (Computer Graphics), Data Visualization

    4.2
    Rating, 4.2 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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, OpenAI, 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

    3.4
    Rating, 3.4 out of 5 stars
    ·
    13 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Data Analysis in Python: Using Pandas DataFrames

    Skills you'll gain: Pandas (Python Package), Scatter Plots, Histogram, Data Visualization, Data Manipulation, Data Import/Export, JSON, Data Cleansing, Data Visualization Software, Data Preprocessing, Exploratory Data Analysis, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Microsoft Azure - Data Factory

    Skills you'll gain: Data Integration, Data Pipelines, Data Lakes, Microsoft Azure, Azure Synapse Analytics, Performance Tuning, Data Processing, Data Migration, Data Transformation, Data Validation, Microsoft SQL Servers, Data Storage

    4.4
    Rating, 4.4 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    Lecturio

    Medical-Surgical Nursing: Cardiovascular & ECG Essentials

    Skills you'll gain: Electocardiography, Cardiac Dysrhythmia, Cardiac Surgery, Hemodynamics, Patient Education And Counseling, Cardiology, Medical Surgical Nursing, Patient Observation, Nursing Care, Clinical Practices, Medical Emergency, Perioperative Care, Diagnostic Tests, Clinical Experience, Nursing Process, Anatomy, Blood Pressure, Physiology, Basic Nursing Skills, Patient Evaluation

    5
    Rating, 5 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 1 - 3 Months

  • R

    Rice University

    The Fundamentals of Computing Capstone Exam

    Skills you'll gain: Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Debugging, Algorithms, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    116 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: Hugging Face, LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Embeddings, Application Programming Interface (API), Text Mining, Restful API, Agentic systems, Open Source Technology, Data Preprocessing, MLOps (Machine Learning Operations), Python Programming, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to Social Media Marketing with Visme

    Skills you'll gain: Instagram, Social Media Campaigns, Social Media Marketing, Marketing Budgets, Social Media Content, Social Media, Marketing Materials, Content Creation, Graphic and Visual Design Software, Marketing, Data Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Beginner · Guided Project · Less Than 2 Hours

1…348349350…686

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

  • 《论语》的智慧: Xi'an Jiaotong University
  • GenAI for Contract Managers: Automating CLM: Coursera
  • Introduction to Additive Manufacturing Processes: Arizona State University
  • Transformer Models and BERT Model: Google Cloud
  • BIM Fundamentals: Smarter Building Design & Planning: Coursera
  • Generative AI Models and Transformer Networks Certification: Simplilearn
  • Data Analysis in Python: Using Pandas DataFrames: Coursera
  • Microsoft Azure - Data Factory: EDUCBA
  • Medical-Surgical Nursing: Cardiovascular & ECG Essentials: Lecturio
  • The Fundamentals of Computing Capstone Exam: Rice University

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