/100DaysOfLearningDataScience

This Repo is to track my challenge to learn Statistics and Data Science for 100 days.

Primary LanguagePython

100DaysOfLearningDataScience

This Repo is to track my challenge to learn Statistics and Data Science for 100 days.

Rules

Start Date : March 1st 2021

End Date : June 9 2021

Work for 2 Hours a day. Upload Notes & Code to Github and Update Overall Tracker.

Aim of challenge

Learn Data Science in R and Python.

Learn Statistics and Inference.

Work on Creating better visualizations.

Tasks to accomplish during Challenge.

  1. Think Stats Book https://greenteapress.com/thinkstats/thinkstats.pdf

  2. Kaggle Courses

     a) Python - Completed

 b) Intro to Machine Learning - Completed
 
 c) Data Visualization 

 d) Pandas

  3. Statistics with Python Specialization https://www.coursera.org/specializations/statistics-with-python

     a) Understanding and Visualizing Data with Python

 b) Fitting Statistical Models to Data with Python

 c) Inferential Statistical Analysis with Python

  4. StanfordOnline STATSX0001 - StanfordOnline STATSX0001 is based on the book - ISLR - An Introduction to Statistical Learning with R.

  5. Elements of Statistical Learning