• 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

    Usar o BigQuery ML para inferência

    Skills you'll gain: Analytics, Data Analysis, Applied Machine Learning, Model Training, Statistical Inference, Google Cloud Platform, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    BigQuery 머신러닝을 사용한 추론

    Skills you'll gain: Data Analysis, Big Data, Analytics, Model Training, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Machine Learning, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex AI でノートブックを使用する

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Português Brasileiro

    Skills you'll gain: AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Artificial Intelligence, Data Ethics, Applied Machine Learning, Model Evaluation, Machine Learning Methods

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - 日本語版

    Skills you'll gain: Gemini, Google Gemini, Customer Relationship Management, Google Cloud Platform, Generative AI, Large Language Modeling, Applied Machine Learning, Predictive Modeling, Artificial Intelligence, Query Languages

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Implementa y escala modelos de IA con Cloud Run

    Skills you'll gain: Cloud Deployment, Application Deployment, Serverless Computing, Cloud Applications, Google Cloud Platform, Model Deployment, Model Optimization, Applied Machine Learning, Cloud Services, Generative AI, AI Integrations, Machine Learning Methods, Scalability

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - Deutsch

    Skills you'll gain: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Applied Machine Learning, SQL, AI Workflows, Query Languages, Predictive Modeling, AI Integrations, Customer Relationship Management

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    使用 Cloud Run 部署及擴充 AI 模型

    Skills you'll gain: Model Deployment, Cloud Deployment, Google Cloud Platform, Generative AI, Serverless Computing, Application Deployment, AI Integrations, Model Optimization, Applied Machine Learning, Cloud Services, Scalability, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Italiano

    Skills you'll gain: Data Ethics, Responsible AI, Applied Machine Learning, AI literacy, Model Evaluation, Machine Learning Methods, Machine Learning, Software Visualization, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini for Data Scientists and Analysts - 한국어

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

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

1…73747576

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

  • Usar o BigQuery ML para inferência: Google Cloud
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • BigQuery 머신러닝을 사용한 추론: Google Cloud
  • Vertex AI でノートブックを使用する: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - Português Brasileiro: Google Cloud
  • Work with Gemini Models in BigQuery - 日本語版: Google Cloud
  • Implementa y escala modelos de IA con Cloud Run: Google Cloud
  • Work with Gemini Models in BigQuery - Deutsch: Google Cloud
  • 使用 Cloud Run 部署及擴充 AI 模型: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - Italiano: Google Cloud

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