Inada Isshin

Masters student studying Data Science. I am the core developer and a writer at I publish 1-2 articles about data science per week :)

[Inada Isshin @Isshin42419020]

🚀 Comprehensive Guide on PCA (principal component analysis)

PCA is the most popular dimensionality reduction technique, but a lot of people PCA as a black-box.

Here's a guide I wrote on PCA that covers the theory:
https://t.co/n6pX1BAZLq

#MachineLearning #ML #Python

[Sky Towner @SkyTowner]

Pandas | Getting intersection of Series in Pandas
Recipe #16

For a complete guide: https://t.co/Q4y9K9L5LI

Youtube: https://t.co/YM35dfUfnS

Suggest article topics in the comments!

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Pandas | Getting index of smallest value in Pandas Series
Recipe #14

For a complete guide: https://t.co/jHARWMR7Uq

Youtube: https://t.co/64j7gElNhJ

Suggest article topics in the comments!

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Merry Christmas and a happy holidays to all from the SkyTowner team! 🎄🎅

[Sky Towner @SkyTowner]

Pandas | Combining multiple Series into a DataFrame
Recipe #5

For a complete guide:
https://t.co/WeKiKLUq46

Youtube: https://t.co/oiMoDSC5RY

Suggest article topics in the comments!

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Pandas | Counting the number of missing values (NaNs) in each row of a Pandas DataFrame
Recipe #4

For a complete guide:
https://t.co/QwR1Fs3xg5

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Pandas | Counting the total number of missing values (NaNs) of a Pandas DataFrame
Recipe #3

For a complete guide:
https://t.co/e1ZkbcjfGR

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Pandas | Adding an empty column to a DataFrame in Pandas
Recipe #2

For a complete guide:
https://t.co/ESJvRI5ubL

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Pandas | Removing columns from a DataFrame
Recipe #1

Hey guys, back from a long hiatus! I'm going to be tweeting Pandas recipe frequently - let's go!

For a complete guide:
https://t.co/27EkUpYCGc

#Python #Pandas #Programming #DataScience #DataFrame

[Sky Towner @SkyTowner]

Check out @mrdbourke's latest monthly blog + video!

The Machine learning monthly is an awesome way to keep up with the latest and greatest in the ML field with some😂 in between!

Web: https://t.co/8x3luYnbbm
Youtube: https://t.co/IWqvgKdaYj

#zerotomastery #ML #MachineLearning

[Arthur Yanagisawa @datasciay]

Today's write up is on mutual independence, also touching upon pairwise independence: https://t.co/O5KlEIlCBv

#Statistics #independence #mutualindependence #pairwise #SkyTowner

[Arthur Yanagisawa @datasciay]

Today I've written up an article discussing independence in probability theory: https://t.co/0n04zwt6YB

#probability #Statistics #stats #independence #SkyTowner

[Arthur Yanagisawa @datasciay]

Recently, I've started recapping some probability related topics ... starting with the axioms of probability https://t.co/ATFOMemmp4

#probability #axioms #statistics #SkyTowner

[Inada Isshin @Isshin42419020]

My 4th article on SkyTowner - a comprehensive guide on cross validation:
https://t.co/WWHBPlDm8o

Let me know your thoughts and I'd appreciate some feedback!

#DataScientists #DataScience #MachineLearning #Python #ML #NumPy #Programming #Pandas #Sklearn #sklearn #scikitlearn

[Inada Isshin @Isshin42419020]

My 3rd article on SkyTowner - a comprehensive guide on grid search:
https://t.co/qPosEKAz3H

Let me know your thoughts!

#DataScientists #DataScience #MachineLearning #Python #ML #NumPy #Programming #Pandas #Sklearn #sklearn #scikitlearn #gridsearch

[Inada Isshin @Isshin42419020]

My 2nd article - a comprehensive guide on ROC curve at:
https://t.co/tH4Cku6Bm1

Let me know your thoughts and feel free to ask for clarification!

#DataScience #DataAnalytics #MachineLearning #Python #ML #programming

[Inada Isshin @Isshin42419020]

Just refined and published a comprehensive guide on confusion matrix at:
https://t.co/8W5I22OnDT

I hope confusion matrices won't be as confusing as before! Let me know your thoughts and feel free to ask for clarification!

#DataScience #DataAnalytics #MachineLearning #Python