Preface
Data Science with Python
Preface
Pandas
1
Data Type
2
Data Types (DeepDive)
3
Pandas Series
4
PD: Series & Iteration
5
Series Deepdive
6
Pandas Data Frame
7
Pandas Data Frame (filter)
8
Rename DF
9
Pandas by CMS 1
10
Pandas by CMS (StackOF)
11
Pandas - Mutate
12
Pandas Functional Programming
13
How to Vectorize
14
Pandas:
.pipe
15
PD: File I/O
16
Nested DF
17
Joining DataFrames
18
Data School: My top 25 pandas tricks
Pandas: UseCase
19
Counting in Pandas
Siuba
20
Siub - Intro
Stats
21
StatsModel — Basic
Deep learning
22
Perceptron
PyTorch
23
Pytorch Intro
24
Pre-trained Network
25
Cycle GAN
Misc
26
Data Encryption
References
Table of contents
Preface
Data Science with Python
Author
Kittipos Sirivongrungson
Published
May 18, 2024
Preface
Note
This is my notes for Data Science using
Python
🐍
1
Data Type