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Nitin Pasumarthy liked William Vorhies's blog post Automated Machine Learning for Professionals - Updated

Aug 9

Nitin Pasumarthy commented on Rohit Walimbe's blog post Building machine learning models in Apache Spark using SCALA in 6 steps

"Nice post Rohit! Learned a lot. How to identify the hyperparameters (e.g. numTrees) of the bestModel above? How to perform a random search instead of grid search for hyperparameters?"

Apr 27

Nitin Pasumarthy liked Rohit Walimbe's blog post Building machine learning models in Apache Spark using SCALA in 6 steps

Apr 26

Nitin Pasumarthy shared Paul Pinard's blog post on Facebook

How To Mimic Evolution For Machine Learning Tasks

Apr 18

Nitin Pasumarthy liked Paul Pinard's blog post How To Mimic Evolution For Machine Learning Tasks

Apr 18

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Nitin Pasumarthy's Blog

Encoding fixed length high cardinality non-numeric columns for a ML algorithm

Posted on June 22, 2018 at 12:30am 0 Comments 0 Likes

In this post, Encoding high cardinality text data for a ML algorithm, the author compares 4 ways to encode non-numerical tabular data. This skill is quite useful and necessary to be able to use years worth tabular data in a machine learning and deep learning algorithms.

One of the ideas, Character Encoding is an…

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