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Naina Chaturvedi

23 Sep, 5 tweets, 7 min read

210 Machine Learning Projects (with Source Code) That You Can Build Today. A Thread 🧵medium.datadriveninvestor.com/210-machine-le…
#BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #CloudComputing #JS #DataScientist #Programming #Coding #100DaysofCode

https://twitter.com/NainaChaturved8/status/1404741816100945921

Projects Alert : 140 Python Projects with Source Code

https://twitter.com/NainaChaturved8/status/1404741816100945921

You don't have to go to a university or pay hefty tuition to learn ML when you can learn for FREE.

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

https://twitter.com/NainaChaturved8/status/1438819014130618372

11 Amazing Data Science Techniques You Should Know!
With Code Implementation.

https://twitter.com/NainaChaturved8/status/1438819014130618372

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More from @NainaChaturved8

Naina Chaturvedi

@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

2/ Slicing data frames
In order to slice by labels you can use loc() attribute of the DataFrame.

Implementation —

Read 17 tweets

Naina Chaturvedi

@NainaChaturved8

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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