• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Model Validation

Model Validation Courses

Model validation courses can help you learn statistical techniques, performance metrics, overfitting prevention, and cross-validation methods. You can build skills in assessing model accuracy, understanding bias-variance tradeoffs, and implementing robust validation frameworks. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support applying these validation techniques to both traditional statistical models and those used in artificial intelligence (AI) applications.

Popular Model Validation Courses and Certifications


  • C

    Coursera

    Machine Learning - Anomaly Detection via PyCaret

    Skills you'll gain: Model Deployment, Anomaly Detection, Model Training, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Scientific Visualization, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Analysis, Data Preprocessing, Machine Learning, Development Environment

    3.8 stars, 18 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 3.8 (18) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Generative AI with Python

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Agentic systems, Fine-tuning, Agentic Workflows, AI Workflows, CrewAI, Embeddings, Model Optimization, Model Context Protocol, Software Installation

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Naive Bayes 101: Resume Selection with Machine Learning

    Skills you'll gain: Data Visualization, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Model Training, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Data Preprocessing, Natural Language Processing, Predictive Modeling, Machine Learning, Data Processing, Unstructured Data, Data Analysis, Machine Learning Algorithms, Computer Science

    4.5 stars, 17 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (17) · Intermediate · Guided Project · Less Than 2 Hours

  • D

    DeepLearning.AI

    Neuronale Netze und Deep Learning

    Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, NumPy, Computer Vision, Model Optimization, Model Training, Supervised Learning

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Building Recommender Systems with Machine Learning and AI

    Skills you'll gain: AI Personalization, Apache Spark, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, AWS SageMaker, Scalability, Tensorflow, Dimensionality Reduction, Autoencoders, Artificial Neural Networks, Applied Machine Learning, Python Programming, Fraud detection, Machine Learning Algorithms, Model Optimization, Model Evaluation

    Intermediate · Course · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California San Diego

    Hacking COVID-19 — Course 2: Decoding SARS-CoV-2's Secrets

    Skills you'll gain: Diagnostic Tests, Bioinformatics, Computational Thinking, Model Evaluation, Molecular Biology, Infectious Diseases, Molecular, Cellular, and Microbiology, Medical Science and Research

    4.1 stars, 10 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.1 (10) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    High Voltage Schottky and p-n Diodes

    Skills you'll gain: Semiconductors, High Voltage, Power Electronics, Electronic Components, Electrical Engineering, Electronics Engineering, Electronics, Electrical Power, Simulation and Simulation Software, Materials science, Engineering Analysis, Engineering Calculations

    Intermediate · Course · 1 - 4 Weeks

    Category: Build toward a degree
    Build toward a degree
  • 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
  • U

    University of Colorado Boulder

    Forming, Funding, and Launching a Technology Startup Company

    Skills you'll gain: Entrepreneurial Finance, Business Planning, Financial Statements, Growth Strategies, Business Ethics, Intellectual Property, Financial Modeling, Entrepreneurship, Income Statement, Engineering Management, Legal Risk, Business Strategies, Organizational Development, Cash Flows, Regulation and Legal Compliance, Fundraising and Crowdsourcing, Risk Analysis, Business Valuation, Financial Planning, Engineering

    4.3 stars, 6 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (6) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • B

    Board Infinity

    Mastering Usability Testing: Techniques and Best Practices

    Skills you'll gain: Usability Testing, Usability, Software Testing, Software Quality (SQA/SQC), Test Planning, Human Centered Design, Technical Communication, User Experience Design, User Research, UI/UX Research, Quality Assurance, Verification And Validation, User Centered Design, Report Writing, Web Content Accessibility Guidelines, Stakeholder Engagement

    Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Anthropic

    AI Fluency for Educators

    Skills you'll gain: Responsible AI, Anthropic Claude, Prompt Engineering, Data Ethics, AI literacy, Education Software and Technology, Digital pedagogy, Personally Identifiable Information, Quality Assurance, Data Integrity, Automation, Model Evaluation

    4.6 stars, 32 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (32) · Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Free
    Free
  • C

    Coursera

    Build Dynamic No-Code Apps

    Skills you'll gain: No-Code Development, User Experience Design, Application Design, User Interface (UI), User Centered Design, Web Applications, Data Management, Experience Design, UI/UX Research, Information Privacy, User Feedback, Functional Testing, Data Structures, Integration Testing, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…268269270…522

In summary, here are 10 of our most popular model validation courses

  • Machine Learning - Anomaly Detection via PyCaret: Coursera
  • Generative AI with Python: Packt
  • Naive Bayes 101: Resume Selection with Machine Learning: Coursera
  • Neuronale Netze und Deep Learning: DeepLearning.AI
  • Building Recommender Systems with Machine Learning and AI: Packt
  • Hacking COVID-19 — Course 2: Decoding SARS-CoV-2's Secrets: University of California San Diego
  • High Voltage Schottky and p-n Diodes: University of Colorado Boulder
  • AI Management Essentials: Integrating ISO 42001 & ISO 23894: British Standards Institution
  • Forming, Funding, and Launching a Technology Startup Company: University of Colorado Boulder
  • Mastering Usability Testing: Techniques and Best Practices: Board Infinity

Skills you can learn in Probability And Statistics

R Programming (19)
Inference (16)
Linear Regression (12)
Statistical Analysis (12)
Statistical Inference (11)
Regression Analysis (10)
Biostatistics (9)
Bayesian (7)
Logistic Regression (7)
Probability Distribution (7)
Bayesian Statistics (6)
Medical Statistics (6)

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