Master Logistic Regression in Python from Scratch π | Machine Learning Tutorial
Learn how to implement Logistic Regression in Python step-by-step with this comprehensive from-scratch tutorial. Perfect for beginners and aspiring data scientists!

Patrick Loeber
62.2K views β’ Sep 15, 2019

About this video
Get my Free NumPy Handbook:
https://www.python-engineer.com/numpybook
In this Machine Learning from Scratch Tutorial, we are going to implement the Logistic Regression algorithm, using only built-in Python modules and numpy. We will also learn about the concept and the math behind this popular ML algorithm.
~~~~~~~~~~~~~~ GREAT PLUGINS FOR YOUR CODE EDITOR ~~~~~~~~~~~~~~
β Write cleaner code with Sourcery: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer *
π Notebooks available on Patreon:
https://www.patreon.com/patrickloeber
β Join Our Discord : https://discord.gg/FHMg9tKFSN
If you enjoyed this video, please subscribe to the channel!
The code can be found here:
https://github.com/patrickloeber/MLfromscratch
Further readings:
https://ml-cheatsheet.readthedocs.io/en/latest/logistic_regression.html
https://towardsdatascience.com/logistic-regression-detailed-overview-46c4da4303bc
You can find me here:
Website: https://www.python-engineer.com
Twitter: https://twitter.com/patloeber
GitHub: https://github.com/patrickloeber
#Python #MachineLearning
----------------------------------------------------------------------------------------------------------
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! π
https://www.python-engineer.com/numpybook
In this Machine Learning from Scratch Tutorial, we are going to implement the Logistic Regression algorithm, using only built-in Python modules and numpy. We will also learn about the concept and the math behind this popular ML algorithm.
~~~~~~~~~~~~~~ GREAT PLUGINS FOR YOUR CODE EDITOR ~~~~~~~~~~~~~~
β Write cleaner code with Sourcery: https://sourcery.ai/?utm_source=youtube&utm_campaign=pythonengineer *
π Notebooks available on Patreon:
https://www.patreon.com/patrickloeber
β Join Our Discord : https://discord.gg/FHMg9tKFSN
If you enjoyed this video, please subscribe to the channel!
The code can be found here:
https://github.com/patrickloeber/MLfromscratch
Further readings:
https://ml-cheatsheet.readthedocs.io/en/latest/logistic_regression.html
https://towardsdatascience.com/logistic-regression-detailed-overview-46c4da4303bc
You can find me here:
Website: https://www.python-engineer.com
Twitter: https://twitter.com/patloeber
GitHub: https://github.com/patrickloeber
#Python #MachineLearning
----------------------------------------------------------------------------------------------------------
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! π
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Video Information
Views
62.2K
Likes
1.0K
Duration
17:09
Published
Sep 15, 2019
User Reviews
4.7
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