Logistic Regression Courses and Certifications

Great Learning

Logistic Regression and Naive Bayes in Machine Learning - Machine Learning Tutorial - Great Learning

Comprehensive tutorial on Logistic Regression and Naive Bayes, covering theory and practical applications in fraud detection and diabetes prediction. Includes machine learning basics and hands-on demos.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Venelin Valkov

Predicting Diabetes with Logistic Regression in TensorFlow.js - Deep Learning for JavaScript Hackers

Learn to build and train logistic regression models in TensorFlow.js for diabetes prediction. Covers data visualization, dataset creation, model evaluation, and advanced techniques.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

5 Minutes Engineering

Machine Learning and Neural Networks: Logistic Regression - Day 6

Explore logistic regression in machine learning and neural networks, covering key concepts and applications for binary classification problems.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Great Learning

Regression Analysis in Machine Learning - Linear Regression - Logistic Regression

Comprehensive exploration of regression analysis, covering linear and logistic techniques. Learn to leverage data relationships for informed decision-making in various business contexts.

• YouTube
• 4 hours 57 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Logistic Regression to Deep Learning Neural Network

Explore the evolution from logistic regression to deep neural networks, understanding key concepts and applications in machine learning and AI.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Maximum Likelihood Estimate for Logistic Regression

Explore maximum likelihood estimation for logistic regression, covering likelihood functions and gradient descent techniques.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Logistic Regression: Classification Evaluation Metrics

Understand key classification metrics including confusion matrix, accuracy, precision, recall, F1-score, and AUC-ROC for evaluating logistic regression models.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Great Learning

Logistic Regression on Customer Data - Machine Learning Algorithms Using Python

In this video, the we will walk you through a case study on Customer data of a financial institution. The objective of the case study is to reduce expenses by targeting only those customers who are likely to subscribe using predictive modeling.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Data Science A-Z: Hands-On Exercises & ChatGPT Prize [2026]

34809 ratings at Udemy

Learn Data Science step by step through real Analytics examples. Data Mining, Modeling, Tableau Visualization and more!

• Udemy
• 21 hours 12 minutes
• Self-Paced
• Paid Course

Institute for Pure & Applied Mathematics (IPAM)

Sample Complexity of Estimation in Logistic Regression - Lecture

Explore sample complexity in logistic regression, examining parameter estimation across temperature regimes. Gain insights into non-asymptotic analysis and critical points in the complexity curve.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Software Engineering Courses - SE Courses

Logistic Regression and Ensemble Learning - Bagging and Boosting - AdaBoost

Explore logistic regression, ensemble learning, bagging, and boosting in this AI/ML course. Learn AdaBoost and decision stumps for strong non-linear classification.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Effect of Feature Engineering in Logistic Regression

Explore feature engineering's impact on logistic regression, covering sigmoid curves, non-monotonic relationships, and sinusoidal patterns.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Statistical Inference of Logistic Regression: Confusion Matrix, Errors, and Model Selection

Explore statistical inference in logistic regression, covering confusion matrices, error types, and model selection techniques for improved predictive accuracy.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

UofU Data Science

Logistic Regression - Machine Learning Lecture 24

Master logistic regression classification through maximum likelihood and maximum a posteriori criteria, building practical skills for effective machine learning model development.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Simons Institute

Benefits of Early Stopping in Gradient Descent for Overparameterized Logistic Regression

Explore the statistical benefits of early stopping in gradient descent for overparameterized logistic regression, including its regularization effects and advantages over asymptotic approaches.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video