Logistic Regression Courses and Certifications

Regression Models

33 reviews

Explore linear and generalized regression models, covering least squares, multivariable analysis, diagnostics, and applications in data science. Learn to interpret results and select appropriate models.

• Coursera
• 54 hours
• On-Demand
• Paid Course

NPTEL-NOC IITM

Introduction to Logistic Regression

Learn about binary classification, logistic regression, and related concepts like probit and logit links in this concise introduction to fundamental statistical modeling techniques.

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

Fields Institute

Fitting Indicator with Quantitative Estimate for Logistic Regression

Explore advanced techniques for fitting indicators with quantitative estimates in logistic regression models, presented by Philippe Jacquet from INRIA Saclay.

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

UofU Data Science

Logistic Regression - Lecture 23b

Dive into logistic regression classification, learning maximum likelihood and maximum a posteriori criteria, and understanding how it fits within loss minimization frameworks.

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

R Programming 101

Logistic Regression Model Assumptions in R Programming

Explore key assumptions behind logistic regression models, including linearity, error independence, and violation detection techniques using practical R programming examples.

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

UofU Data Science

Machine Learning Foundations - Logistic Regression

Master logistic regression fundamentals through hands-on practice, exploring core concepts, implementation techniques, and practical applications in machine learning and data analysis.

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

UofU Data Science

Logistic Regression and Natural Language Processing - Tokenization and BPE

Master logistic regression fundamentals and explore text tokenization techniques including BPE, with key linguistic concepts for natural language processing applications.

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

UofU Data Science

Logistic Regression - Machine Learning Lecture 25

Dive into logistic regression classification, exploring maximum likelihood, posterior criteria, and loss minimization principles for effective machine learning model development.

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

NPTEL-NOC IITM

Logistic Regression Tutorial

Discover logistic regression fundamentals through practical examples and mathematical concepts in this concise tutorial from IIT Madras.

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

Multiple and Logistic Regression in R

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classification.

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

Linear and Logistic Regression

Master fundamental regression techniques from simple linear models to logistic classification, analyzing variable relationships and building predictive models using Python.

• Udacity
• 20 hours
• On-Demand
• Paid Course

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Logistic Regression Practical Case Study

5517 ratings at Udemy

Detect breast cancer using logistic regression. Build a model to predict tumor malignancy based on 9 variables. Learn data preprocessing, model training, and evaluation using Google Colab.

• Udemy
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Deep Learning Prerequisites: Logistic Regression in Python

4914 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

• Udemy
• 6 hours 52 minutes
• On-Demand
• Paid Course

Logistic Regression using SAS - Indepth Predictive Modeling

1147 ratings at Udemy

Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo

• Udemy
• 17 hours 57 minutes
• On-Demand
• Paid Course