Dating Capstone Project - Building a Machine Learning Model with Python

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Hello all,

Here are my deliverables for the Capstone Project from the Building a Machine Learning Model with Python Skill Path. I attempted to explore, visualize, clean, augment, and test the data provided from actual OKCupid user profiles. I wanted to know if anyone had better results with Multiple Linear Regression for predicting a specific property or if there are better ways to explore the best k-values I tested.

Overall, any general advice about the Python techniques involved in this project would be greatly appreciated. I am also trying to be more active on GitHub so would like to make connections there too.

Here are the links:
Github code: https://github.com/jakehawk34/Codecademy/blob/main/dating_augmentation.py
Presentation: https://docs.google.com/presentation/d/1FdlUftg2z492wkHL_MEv1Jjat175Sc7pcFeSFU_npbM/edit?usp=sharing

Please let me know if there are any issues accessing either link.

Thanks!