Python for Data Analysis: Logistic Regression

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This video covers the basics of logistic regression and how to perform logistic regression in Python.

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This is lesson 28 of a 30-part introduction to the Python programming language for data analysis and predictive modeling. Link to the code notebook below:

Python for Data Analysis: Logistic Regression

This guide does not assume any prior exposure to Python, programming or data science. It is intended for beginners with an interest in data science and those who might know other programming languages and would like to learn Python.

I will create the videos for this guide such that you should be able to learn a lot just watching on YouTube, but to get the most out of the guide, it is recommended that you create a Kaggle account so that you can copy and edit each lesson so that you can follow along and run code yourself.

Introduction to Python Playlist:

Link to the Python for Data Analysis written guide index page:

  1. DataDaft
  2. logistic regression in python
  3. python logistic regression
  4. logistic regression scikit learn
  5. scikit learn logistic regression
  6. logistic regression basics
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Комментарии
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This is an extremely underrated and under-appreciated video and explanation of logistic regression. I'm going through a master's program in data analysis right now and I have come to realize I am much more likely to learn something from your videos than those that are included in the course.

nathanthreeleaf
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The best python statistics tutorial i have ever seen

nocturne
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Very well explained and code was simple to follow with my own dataset, thanks!

blindhydra
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I think at this point I should freaking pay you for my degree your videos are so on point man I really owe you one

vincentvalentine
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Hey! I just found your channel and subscribed, love what you're doing! Particularly, I like how clear and detailed your explanations are as well as the depth of knowledge you have surrounding the topic! Since I run a tech education channel as well, I love to see fellow Content Creators sharing, educating, and inspiring a large global audience. I wish you the best of luck on your YouTube Journey and can't wait to watch your next upload. Cheers, happy holidays, and keep up the great work :)

empowercode
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awesome tutorial! can you please make a video on variable selection for logistic regression. thank you :)

iamsuzit
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Hello :) ! I have a question, Why you make prediction and confusion matrix with train data. I don't get when is the momento for using test date

rominasepulveda