Projects Alert : 140 Python Projects with Source Code
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An extensive list of 100+ Most Valuable Github Repository for ML, beginner to advanced.
theinsaneapp.com/2021/09/best-g…
#Python #DataScientist #Programming #Machinelearning #100DaysofCode
Which Chart to Choose to best represent your data?
Learn here ( 89% off) : bit.ly/3BO8X6H
#Tableau #Analytics #DataScience ImageImage
11 Amazing Data Science Techniques You Should Know!
With Code Implementation.

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More from @NainaChaturved8

24 Sep
Pandas is a fast, powerful, flexible and open source data analysis and manipulation tool.

A Mega thread 🧵covering 10 amazing Pandas hacks and how to efficiently use it(with Code Implementation)👇🏻
#Python #DataScientist #Programming #MachineLearning #100DaysofCode #DataScience
1/ Indexing data frames
Indexing means to selecting all/particular rows and columns of data from a DataFrame. In pandas it can be done using two constructs —
.loc() : location based
It has methods like scalar label, list of labels, slice object etc
.iloc() : Interger based Image
2/ Slicing data frames
In order to slice by labels you can use loc() attribute of the DataFrame.

Implementation — Image
Read 17 tweets
20 Sep
10 Amazing Advanced Python Constructs that you can use to write efficient and clean Code
A Thread 🧵👇🏻
#Python #TensorFlow #DataScientist #Programming #Coding #100DaysofCode #DataScience #AI #MachineLearning
1/ DefaultDict
In python, a dictionary is a container that holds key-value pairs. Keys must be unique, immutable objects. If you try to access or modify keys that don’t exist in the dictionary, it raise a KeyError & break up your code execution ( continued..)
2/ (Continued..)To tackle this issue,Python defaultdict type, a dictionary-like class is used.If you try to access or modify a missing key,then defaultdict will automatically create the key & generate a default value for it
A defaultdict will never raise a KeyError ( Continued..)
Read 18 tweets

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