ROC Curve Courses and Certifications

Predictive Modeling with Python

74 ratings at Udemy

Think with a predictive mindset and understand well the basics of the techniques used in prediction with this course

• Udemy
• 9 hours 26 minutes
• On-Demand
• Paid Course

Machine Learning with Tree-Based Models in R

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Predict probabilities of class membership using Logistic Regression. Implement, evaluate, and interpret models for classification tasks like disease identification and customer conversion.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Serrano.Academy

General Machine Learning

Explore key machine learning concepts, algorithms, and evaluation methods in this comprehensive introduction to the field.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Data School

Machine Learning

Explore key machine learning concepts, including confusion matrices, ROC curves, and AUC. Apply knowledge to real-world challenges and text analysis.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

Great Learning

Supervised Learning Full Course - Supervised Learning Tutorial for Beginners

In this video we will be explaining various advantages in detail. We will also be covering different topics such as, What is Machine Learning, What are their types, Python implementation for Regression, and much more.

• YouTube
• 4 hours 46 minutes
• On-Demand
• Free Online Course

Biostatistics

Learn to evaluate diagnostic tests, analyze study types, and interpret key statistical concepts for medical research and clinical practice.

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

Biostatistics for the USMLE Step 1 Exam

Comprehensive biostatistics preparation for USMLE Step 1, covering study designs, diagnostic tests, risk quantification, statistical analysis, and more. Essential for medical students aiming to excel in this crucial exam component.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Data Professor

Python Data Science Project

Learn Python for data science through hands-on projects covering machine learning, web scraping, exploratory data analysis, and computational drug discovery. Gain practical skills using popular libraries and tools.

• YouTube
• 5 hours
• On-Demand
• Free Online Course

Julia Silge

Predict Class Membership for the Datasaurus Dozen With Tidymodels

Explore multiclass evaluation metrics for random forest models using the Datasaurus Dozen dataset, focusing on model performance and visualization techniques.

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

Alan Turing Institute

Better Decisions with Machine Learning - Peter Flach

Explore machine learning techniques for better decision-making, including ROC curves, calibration methods, and precision-recall-gain curves. Learn to adapt models to deployment contexts and measure ML performance.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Online Course

PASS Data Community Summit

Predictive Analytics for Practitioners

Practical guide to predictive analytics covering data preparation, sampling, algorithm strengths/weaknesses, and model accuracy assessment. Ideal for practitioners seeking to enhance their skills in this field.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Understand data science for machine learning

Machine learning is enables data scientists make predictions about objects, people, and the future. This learning path is a high-level introduction to machine learning for people with little or no knowledge of computer science or statistics.

• Microsoft Learn
• 7 hours 25 minutes
• On-Demand
• Free Online Course

Handling Imbalanced Data Classification Problems

56 ratings at Coursera

Learn techniques to handle imbalanced datasets, including resampling methods, appropriate evaluation metrics, and ROC curve analysis to improve model performance in predicting minority class samples.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Ohio State University

Applied Logistic Regression

5 reviews

This course provides theoretical and practical training on the increasingly popular logistic regression model, which has become the standard analytical method for use with a binary response variable.

• Coursera
• Finished
• Free Online Course (Audit)