Data Analysis with JavaScript

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⏲️===TimeStamps===⏲️
0:01 Intro & Libraries for Datascience in JS
01:45 Setting up and Installation Nodejs & Pkg
03:05 npm install data-forge & npm init
05:50 import packages
06:40 Creating DataFrame
10:15 Displaying DataFrame as Array,JSON,Pairs
13:25 Reading CSV Files
15:45 Displaying DF as Pretty Format
16:20 Head
17:00 Tail
17:37 Check DataTypes
19:10 Check Summary/Describe
20:20 Get Columns
21:00 Rename Column Names
22:40 Selection of Rows
25:20 Selection of Columns
28:20 Selection of Multiple Columns
29:25 Delete Columns
32:10 Filtering and Conditions
34:20 Modifying and Transforming Columns
41:00 Groupby
42:10 Recap

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Комментарии
Автор

Hey, cool, you're using Sublime Text!

claushelge
Автор

Hello sir, thanks for this helpful tutorial, in fact I have qst about danfojs, does danfojs have inverse transform when doing oneHotEncoding ?

nesrinebelkadi
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I wonder whether I should go JS instead of Python in Data Science. Is there any Cons for time series analysis?

svbxgnn
Автор

Could you please provide the iris.csv for reference. My code is not working...

triposat