atwine/ACE_CLASS_OCT_2021

This repository contains teaching material for the class of October-2021 BigBioData

ACE_CLASS_OCT_2021

This is a big bio data class held for Masters and PhD students.

Resources and books to read.

The choice is up to the student on how they are going to learn, whether by reading books or by downloading codes that are pre-built so they can work along as they grow.

Books.

• Python for Data Science - Jake VanderPlas

Articles

• Article on how to learn data science quickly.
• Algorithms You Should Know
• Build Your First Model
• Skew Tutorial
• Analytics Vidhya Skew ReadUp

Repositories

• Python for Data Science

New Articles Thur-18-2021

• This article speaks about Bagging, Boosting and Stacking

• Bagging and Boosting Articles

• Overfitting and Underfitting

• More Overfitting and Underfitting