Logistic Regression Practical Case Study

Breast Cancer detection using Logistic Regression
4.50 (5164 reviews)
Udemy
platform
English
language
Data Science
category
Logistic Regression Practical Case Study
45 355
students
1 hour
content
Jan 2025
last update
FREE
regular price

What you will learn

How to build a Logistic Regression model for a Real-World Case Study

Work on Google Colab

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Rating & Reviews
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Comidoc Review

Our Verdict

This case study offers a practical, engaging approach to learning logistic regression by walking through a real-world application. While suitable for beginners, those with prior knowledge may find some aspects repetitive or overly simplified. Nevertheless, the well-structured course and thoughtfully chosen case study make this an excellent starting point in understanding logistic regression.

What We Liked

  • The course strikes a great balance between theory and application, making it easy to grasp logistic regression.
  • The practical case study on breast cancer detection is thoughtfully chosen and helps illustrate the technique's real-world use.
  • Code snippets, guidance on data preprocessing, and attention to model evaluation metrics provide valuable insights for learners.

Potential Drawbacks

  • There may be some confusion regarding the different methods of implementing logistic regression, as demonstrated in this course compared to others.
  • The pace of the course may feel slow for those with prior knowledge of logistic regression and Python.
  • Some users desire more explanation for certain concepts introduced in the courseware.
2968644
udemy ID
07/04/2020
course created date
10/04/2020
course indexed date
Lee Jia Cheng
course submited by
Logistic Regression Practical Case Study - Free course | Comidoc