Logistic Regression Courses and Certifications

Prediction Maps & Validation using Logistic Regression & ROC

149 ratings at Udemy

Comprehensive (Step-by-Step) Procedure From Prediction to ROC Validation of Maps using Logistic Regression In GIS and R

• Udemy
• 2 hours 6 minutes
• On-Demand
• Paid Course

EDUCBA

Logistic Regression Fundamentals: Analyze & Predict

Master logistic regression fundamentals, from probability prediction to SAS implementation, building stable predictive models for data science and business analytics applications.

• Coursera
• 4 hours 38 minutes
• On-Demand
• Paid Course

EDUCBA

Logistic Regression with R: Build & Predict

Master logistic regression in R through hands-on projects in healthcare and finance, from data preprocessing to model optimization using ROC curves and confusion matrices.

• Coursera
• 8 hours 16 minutes
• On-Demand
• Paid Course

EDUCBA

Logistic Regression with SAS: Build & Evaluate Models

Master logistic regression in SAS through hands-on model building, feature engineering, and performance evaluation for real-world classification problems.

• Coursera
• 8 hours 38 minutes
• On-Demand
• Paid Course

The Analytics Edge

80 reviews

Through inspiring examples and stories, discover the power of data and use analytics to provide an edge to your career and your life.

• edX
• 13 weeks, 10-15 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Machine Learning with Logistic Regression in Excel, R, and Power BI

47 ratings at LinkedIn Learning

Learn how to perform logistic regression using R and Excel and use Power BI to integrate these methods into a scalable, sharable model.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

CodeEmporium

Logistic Regression - Concept, Math and Code

Master logistic regression fundamentals through mathematical concepts, gradient descent, visualization techniques, and practical data preprocessing for ML applications.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Serrano.Academy

Logistic Regression and the Perceptron Algorithm - A Friendly Introduction

Friendly introduction to logistic regression and perceptron algorithm, covering key concepts like data classification, gradient descent, and neural networks with minimal math and visual explanations.

• YouTube
• 45 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Logistic Regression - Continued

Explore advanced concepts and applications of logistic regression for enhanced predictive modeling and data analysis skills.

• YouTube
• 19 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Logistic Regression Implementation in R for Automotive Crash Testing

Implement logistic regression in R for automotive crash testing, from data preparation to model evaluation and prediction.

• YouTube
• 21 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Logistic Regression: Introduction to Binary Classification and Linear Classifiers

Master logistic regression for binary classification, covering linear classifiers, sigmoid functions, parameter estimation, and log-likelihood functions.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Python Lessons

Logistic Regression with Neural Network Mindset - Complete Implementation

Master logistic regression fundamentals through hands-on implementation, covering sigmoid functions, vectorization, neural network concepts, and practical cat vs dog classification.

• YouTube
• 2 hours 18 minutes
• On-Demand
• Free Video

Pascal Poupart

Logistic Regression and Generalized Linear Models

Explore exponential family models, logistic regression, and Newton's method for classification tasks, with applications in app recommendation and sparse data analysis.

• YouTube
• 1 hour 35 minutes
• On-Demand
• Free Video

Great Learning

Supervised Machine Learning Tutorial - Logistic Regression - Naive Bayes Classifier

Explore logistic regression and Naive Bayes classifiers for supervised machine learning. Learn their advantages, applications, and implementation in classification tasks for data-driven decision making.

• YouTube
• 2 hours 58 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Logistic Regression Examples - Binary Classification

Explore practical examples of Binary Logistic Regression to understand its application in real-world scenarios.

• YouTube
• 13 minutes
• On-Demand
• Free Video