Model Evaluation Courses and Certifications

Machine Learning With Big Data

14 reviews

Learn to analyze and leverage big data using machine learning techniques in this 5-week course by the University of California, San Diego. Gain skills in data modeling and Spark algorithms.

• Coursera
• 21 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

AI in Healthcare Capstone

194 ratings at Coursera

Explore AI in healthcare with Stanford University's 5-week capstone project. Follow a patient's journey, use real data to build risk-stratification models, and discuss regulatory and ethical issues.

• Coursera
• 10 hours 35 minutes
• On-Demand
• Free Online Course (Audit)

Stanford Seminar - Designing Culturally-Relevant Educational Technology at a Global Scale

Stanford University offers a seminar on creating globally applicable, culturally-sensitive educational technology. Topics include personalization, virtual agents, and research distribution.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Mandoline - Model Evaluation under Distribution Shift

Explore Stanford's online session on Mandoline, a new model evaluation framework for machine learning. Learn from PhD student Mayee Chen in under an hour.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Beyond Testset Performance - Strategies for Clinical Deployment

Stanford University offers a short, insightful session on AI in medicine, discussing challenges in deploying deep learning models in clinical practice and strategies for reliable model deployment.

• YouTube
• 55 minutes
• On-Demand
• Free Online Course

How Can You Trust Machine Learning?

Stanford University's seminar explores trust in machine learning, focusing on clarity, competence, and alignment. Learn to evaluate ML models and align AI behaviors with human values.

• YouTube
• 52 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Human-AI Interaction Under Societal Disagreement

Explore Stanford's seminar on Human-AI interaction, focusing on societal disagreements and machine learning. Learn about Jury Learning and Disagreement Deconvolution from Mitchell Gordon.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Infectious Disease Transmission Models for Decision-Makers

519 ratings at Coursera

Learn to understand and apply infectious disease transmission models for public health decisions in this 1-week course by Johns Hopkins University. Ideal for policy makers.

• Coursera
• 3 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Quantifying Relationships with Regression Models

19 ratings at Coursera

Learn to measure relationships between variables using linear regression models in this 4-week course by Johns Hopkins University. Gain skills in interpreting multivariate regression analysis.

• Coursera
• 11 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Meaningful Predictive Modeling

47 ratings at Coursera

Learn to evaluate and compare regression and classification models with UC San Diego's 4-week course. Gain familiarity with diagnostic techniques and the training/validation/test pipeline.

• Coursera
• 8 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Foundations for Product Managers

408 ratings at Coursera

Duke University's 6-week course provides a non-coding introduction to machine learning, focusing on model development, evaluation, and common algorithms. Includes a hands-on project.

• Coursera
• 15 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Data Science at Scale - Capstone Project

25 ratings at Coursera

Engage in a real-world data science project with the University of Washington's 6-week course. Learn to prepare, organize, transform data, construct models, and evaluate results.

• Coursera
• 6 hours 10 minutes
• On-Demand
• Paid Course

Data Creation and Collection for Artificial Intelligence via Crowdsourcing

Learn to gather high-quality data for AI systems using crowdsourcing methods in this 6-week course by Delft University of Technology. Gain skills essential for careers in Data Science and Machine Learning.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Predictive Modeling and Transforming Clinical Practice

This course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their pred…

• Coursera
• 11 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Macroeconometric Forecasting

25 ratings at edX

Learn how to create and assess forecasting models to predict macroeconomic variables such as inflation and economic growth.

• edX
• 8 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)