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Day 6

Scipy Tutorial:-

Git Repo: https://github.com/AllenDowney/CompStats
Binder: https://mybinder.org/v2/gh/allendowney/compstats/master
Site Tutorial: https://allendowney.github.io/CompStats/tutorial
OP Talk: https://www.youtube.com/watch?v=He9MCbs1wgE&ab_channel=Enthought

ANOVA:-

Dive In: https://medium.com/@StepUpAnalytics/anova-one-way-vs-two-way-6b3ff87d3a94
Code Article: https://www.analyticsvidhya.com/blog/2020/06/introduction-anova-statistics-data-science-covid-python/
Video: https: //www.youtube.com/watch?v=YrhlQB3mQFI&ab_channel=KrishNaik
Statquest: https://www.youtube.com/watch?v=NF5_btOaCig&t=3s&ab_channel=StatQuestwithJoshStarmer

Feature Scaling:-

Min-Max Scaling: https://towardsdatascience.com/everything-you-need-to-know-about-min-max-normalization-in-python-b79592732b79
Normal Distribution: https://medium.com/fintechexplained/ever-wondered-why-normal-distribution-is-so-important-110a482abee3
Imp. of Normal Dist.: https://people.richland.edu/james/lecture/m113/normal_important.html
Imp. of Normal Dist. II: https://towardsdatascience.com/why-data-scientists-love-gaussian-6e7a7b726859
Imp. of Normal Dist. III: https://www.quora.com/Why-is-the-normal-distribution-important
Standard Scaling: https://towardsdatascience.com/how-and-why-to-standardize-your-data-996926c2c832
Standardization Vs Normalization: https://www.analyticsvidhya.com/blog/2020/04/feature-scaling-machine-learning-normalization-standardization/
Standardization Vs Normalization - II: https://www.youtube.com/watch?v=mnKm3YP56PY&ab_channel=KrishNaik
All About Scaling: https://towardsdatascience.com/all-about-feature-scaling-bcc0ad75cb35