• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Hyperparameter Tuning

Hyperparameter Tuning Courses

Hyperparameter tuning courses can help you learn techniques for optimizing model performance, understanding overfitting and underfitting, and applying cross-validation methods. You can build skills in parameter selection, grid search, and random search strategies to enhance your machine learning projects. Many courses introduce tools like Scikit-learn, TensorFlow, and Keras, showing how to implement these tuning techniques effectively in artificial intelligence and AI applications.

Popular Hyperparameter Tuning Courses and Certifications


  • P

    Pearson

    Learn Reflection with Java

    Skills you'll gain: Java Programming, Java, Program Development, Application Frameworks, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Model Deployment, Performance Analysis, Performance Measurement, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Pearson

    AWS Developer: Unit 5

    Skills you'll gain: Amazon CloudWatch, AWS Kinesis, Application Performance Management, Amazon Web Services, System Monitoring, Cloud Applications, Event Monitoring, Performance Tuning, Real Time Data, Analytics, Continuous Monitoring, Debugging

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    ETL Testing Basics for Databases

    Skills you'll gain: Extract, Transform, Load, Data Pipelines, Dataflow, Data Transformation, Database Design, Data Integration, Databases, Data Cleansing, AI Workflows, AI Integrations, Database Management, Business Workflow Analysis, Performance Tuning, Process Design, Data Validation, Data Quality, Apache, Scalability, Verification And Validation, Design

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Mastering NLP: Foundations, ML & LLMs

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LangChain, LLM Application, Natural Language Processing, Data Ethics, Responsible AI, Text Mining, Embeddings, Deep Learning, Generative AI, Fine-tuning, Artificial Intelligence, Classification Algorithms, Machine Learning Methods, Data Preprocessing, Applied Machine Learning, Machine Learning, Model Optimization, Model Evaluation

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • H

    Hugging Face

    Introduction to Multimodal AI with Hugging Face

    Skills you'll gain: Multimodal Prompts, Model Context Protocol, Hugging Face, AI Workflows, LLM Application, Agentic Workflows, Retrieval-Augmented Generation, Generative AI, Responsible AI, Vision Transformer (ViT), Agentic systems, AI Security, Large Language Modeling, Generative AI Agents, Model Deployment, Prompt Engineering, Image Analysis, Computer Vision, Fine-tuning

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Write Automation Scripts

    Skills you'll gain: Scripting, IT Automation, Shell Script, Bash (Scripting Language), Automation, Workflow Management, Business Process Automation, Security Controls, Scripting Languages, Performance Tuning, Debugging, Data Security, Encryption, Continuous Monitoring, Decision Making, File Management

    Intermediate · Course · 1 - 4 Weeks

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

    Coursera

    RAG Systems and Production Operations

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Generative AI Agents, Agentic systems, Generative AI, Model Deployment, AI Security, Containerization, Model Optimization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    AZ-801: Configuring Windows Server Hybrid Advanced Services

    Skills you'll gain: IT Infrastructure, Systems Administration

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Using Memorystore for Redis Read Replicas to Improve Read Performance

    Skills you'll gain: Redis, Performance Tuning, Scalability, Google Cloud Platform, Data Architecture, Network Architecture, Data Analysis

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    Caching and Datagroups with LookML

    Skills you'll gain: Looker (Software), Performance Tuning, Data Store, Query Languages, Data Management, Data Visualization Software, Data Analysis

    Intermediate · Project · Less Than 2 Hours

    Status: Free trial
    Free trial
1…818283…123

In summary, here are 10 of our most popular hyperparameter tuning courses

  • Learn Reflection with Java: Pearson
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Build & Evaluate Real-Time Object Detectors: Coursera
  • AWS Developer: Unit 5: Pearson
  • ETL Testing Basics for Databases: Coursera
  • Mastering NLP: Foundations, ML & LLMs: Packt
  • Introduction to Multimodal AI with Hugging Face: Hugging Face
  • Write Automation Scripts: Coursera
  • RAG Systems and Production Operations: Coursera
  • AZ-801: Configuring Windows Server Hybrid Advanced Services: Packt

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