10 Best Logistic Regression Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are countless online courses and classes that will assist you enhance your Logistic Regression skills and earn your Logistic Regression certificate.

In this post, our specialists have actually put together a curated list of the 10 Best of the Best Logistic Regression courses, tutorials, training programs, classes and certifications that are available online right now.

We have actually included only those courses that fulfill our high-quality requirements. We have actually put a lot of effort and time into collecting these all for you. These courses are suitable for all levels, beginners, intermediate learners, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Logistic Regression Courses and Certifications Online

1. Logistic Regression in Python by Start-Tech Academy Udemy Course Our Best Pick

Logistic regression in Python tutorial for beginners. You can do Predictive modeling using Python after this course.

As of right now, more than 95533+ people have enrolled in this course and there are over 792+ reviews.

Course Content
Introduction
Introduction to Machine Learning
Basics of Statistics
Setting up Python and Jupyter Notebook
Data Preprocessing
Classification Models
Linear Discriminant Analysis (LDA)
Test-Train Split
K-Nearest Neighbors classifier
Understanding the Results
Appendix 1: Linear Regression in Python
Course Conclusion

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2. Logistic Regression in R Studio by Start-Tech Academy Udemy Course

Logistic regression in R Studio tutorial for beginners. You can do Predictive modeling using R Studio after this course.

As of right now, more than 82472+ people have enrolled in this course and there are over 302+ reviews.

Course Content
Introduction
Basics of Statistics
Getting started with R and R studio
Introduction to Machine Learning
Data Preprocessing
Classification Models
Linear Discriminant Analysis (LDA)
Test-Train Split
K-Nearest Neighbors classifier
Understanding the Results
Appendix 1: Linear Regression in R
Course Conclusion

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3. Linear Regression and Logistic Regression in Python by Start-Tech Academy Udemy Course

Build predictive ML models with no coding or maths background. Linear Regression and Logistic Regression for beginners

As of right now, more than 52166+ people have enrolled in this course and there are over 310+ reviews.

Course Content
Introduction
Setting up Python and Python Crash Course
Basics of Statistics
Data Preprocessing before building Linear Regression Model
Building the Linear Regression Model
Introduction to the classification Models
Building a Logistic Regression Model
Test-Train Split
Congratulations & about your certificate

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4. Deep Learning Prerequisites: Logistic Regression in Python by Lazy Programmer Inc. Udemy Course

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

As of right now, more than 27026+ people have enrolled in this course and there are over 3714+ reviews.

Course Content
Start Here
Basics: What is linear classification? What’s the relation to neural networks?
Solving for the optimal weights
Practical concerns
Checkpoint and applications: How to make sure you know your stuff
Project: Facial Expression Recognition
Background Review
Setting Up Your Environment (FAQ by Student Request)
Extra Help With Python Coding for Beginners (FAQ by Student Request)
Effective Learning Strategies for Machine Learning (FAQ by Student Request)
Appendix / FAQ Finale

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5. Theoretical Machine Learning From Scratch – Linear Models by Raviteja Kolapalli Udemy Course

Learn the theory and math behind Linear and Logistic regression and also learn to code them from scratch

As of right now, more than 14086+ people have enrolled in this course and there are over 65+ reviews.

Course Content
Course Intro and Pre-requisites(Don’t Skip)
Linear Regression
Logistic Regression
Course Outro

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6. Logistic Regression using SAS – Indepth Predictive Modeling by Gopal Prasad Malakar Udemy Course

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

As of right now, more than 6261+ people have enrolled in this course and there are over 1094+ reviews.

Course Content
Course Outline
Introduction to Credit Scoring / Credit Score card development
Data Design for Modelling
Data Audit – Make sure to check that data is right for the modelling
Variable Selection – Select important numeric and character variables
Multi Collinearity Treatment
Iterate for final model / Understand strength of the model
Strength of a Model and Model Validation Methods
Reject Inference – Developing application score on scored population
Appendix Topics (It will have contents based on student’s demands)

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7. Logistic Regression using Stata by Najib Mozahem Udemy Course

Theory and Application

As of right now, more than 1745+ people have enrolled in this course and there are over 115+ reviews.

Course Content
Contingency Tables
Logistic Regression
Prediction and Model Fit
Application: Fitting the Model
Application: Model Fit
Application: Visualizing the Model
Conclusion

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8. Prediction Maps & Validation using Logistic Regression & ROC by Dr. Omar AlThuwaynee Udemy Course

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

As of right now, more than 640+ people have enrolled in this course and there are over 121+ reviews.

Course Content
“Introduction
Prepare dichotomous binary (1,0) training data in ArcGIS
Settings and Packages preparation in R Studio
Data Visualization and preparation in R studio
Data conversion and resampling in R Studio
Run multivariate Logistic Regression in R
ROC and Model Validation”

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9. Logistic Regression (Predictive Modeling) workshop using R by Gopal Prasad Malakar Udemy Course

Predictive Analytics – Learn R syntax for step by step logistic regression model development and validations

As of right now, more than 525+ people have enrolled in this course and there are over 97+ reviews.

Course Content
Course details and preparing yourself for modeling
Understand Data and go for variable selection
Refine Variable list
Iterate for final model
Appendix topics – (Based on Student’s demand) – will keep growing

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10. Logistic Regression using R in 10 easy steps! by Aze Analytics Udemy Course

“Learn to build Logistic Regression model using R, with a real life case study!”

As of right now, more than 91+ people have enrolled in this course and there are over 39+ reviews.

Course Content
“Logistic Regression – Overview, Model Building, Assessment & Implementation”

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Here are some frequently asked questions about learning Logistic Regression

How Long Does It Take to Learn Logistic Regression?

The answer to the question “How long does it ttake to learn Logistic Regression” is … it depends. Everyone has different needs, and everyone is working in different scenarios, so the answer for one person may be totally different than for someone else.

Consider these questions: What are you attempting to Learn Logistic Regression for? Where is your beginning point? Are you a newbie or do you have experience with Logistic Regression? How much can you practice? 1 hour each day? 40 hours weekly? Take a look at this course about Logistic Regression.

Is Logistic Regression Easy Or Hard to Learn?

No, learning Logistic Regression isn’t hard for many people. Check this course on how to Learn Logistic Regression in no time!

How to Learn Logistic Regression Fast?

The fastest method to Learn Logistic Regression is to first get this Logistic Regression course, then practice whatever you learn whenever you can. Even if its just 15 minutes a day of practice. Consistency is key.

Where to Learn Logistic Regression?

If you want to explore and learn Logistic Regression, then Udemy offers you the best platform to learn the Logistic Regression. Check this course on how to Learn Logistic Regression in no time!