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ML Fundamentals Revisited Series' Articles

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Ayush S Pangaonkar

Oct 5

Five Classifiers, One Dataset: What I Learned About Model Choice

#machinelearning #python #beginners #datascience

2 min read

Ayush S Pangaonkar

Oct 6

A Book Recommender That Nails Harry Potter and Fumbles Seven Plays

#machinelearning #python #beginners #datascience

2 min read

Ayush S Pangaonkar

Oct 7

When My House Price Model Hit 100% Accuracy, I Should Have Been Worried

#machinelearning #python #beginners #datascience

2 min read

Ayush S Pangaonkar

Oct 8

Eight Emotions, 34,792 Tweets, and One Label I Don't Fully Trust

#machinelearning #python #beginners #datascience

2 min read

Ayush S Pangaonkar

Oct 9

96.5% Accurate Spam Filter, and the 58 Spam Messages It Let Through

#machinelearning #python #beginners #datascience

2 min read

Ayush S Pangaonkar

Oct 10

My Near-Perfect R2 Was Fake: Debugging a Speed and Distance Model

#machinelearning #python #beginners #datascience

2 min read

Ayush S Pangaonkar

Oct 11

Three Things I Found When I Revisited My Gender Classification Project

#machinelearning #python #beginners #datascience

2 min read