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Data Exploration in Python
Chapter 01: Exploratory Data Analysis Part I
Chapter 02: Data, Dataframes, and Pandas
Chapter 03: Data visualization
Chapter 4: Split-Apply-Combine and Merging
Chapter 5 Sets, the sample space, and probability
Random variables
Transformations
Bernoulli, Binomial, Poisson, Geometric
Joint probability
Forward problem: (Inversion sampling)
Homework 01
Homework 2
Homework 03
Homework 04
Homework05
Homework06
Homework07
Homework08
Homework09
Appendix 01: Common Distributions
Repository
Open issue
Index
