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Nitin Pasumarthy posted a blog post

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

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 interesting way to…See More
Aug 4
Nitin Pasumarthy's blog post was featured

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

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 interesting way to…See More
Aug 4
Nitin Pasumarthy shared William Vorhies's blog post on Facebook
Jul 2
Nitin Pasumarthy liked William Vorhies's blog post Using RuleFit Ensemble Models Is About to Become Very Important
Jul 2
Nitin Pasumarthy shared Tim Matteson's video on Facebook
Jul 2
Nitin Pasumarthy liked Tim Matteson's video
Jul 2
Nitin Pasumarthy shared Burak Himmetoglu's blog post on Facebook
Jun 30
Nitin Pasumarthy liked Burak Himmetoglu's blog post Time series classification with Tensorflow
Jun 30
Nitin Pasumarthy commented on Shashank Gupta's blog post Text Classification: Applications and Use Cases
"Great article. Do you recommend any tokenization methods for text found on social media sites (like posts on Facebooks, comments for a post) to be later used with Glove?"
Feb 28
Anirudh Chandupatla liked Nitin Pasumarthy's profile
Feb 26
Nitin Pasumarthy commented on Prashanth Southekal, PhD's blog post Transforming Quantitative Data to Qualitative Data
"Thanks for the response. In order to feed as an input to a neural network.  Like one way to convert a categorical column is to use one hot encoding. What other techniques are commonly used?"
Feb 5
Nitin Pasumarthy commented on Prashanth Southekal, PhD's blog post Transforming Quantitative Data to Qualitative Data
"Is there a list of strategies to convert non numerical columns of a table to numerical values? For example, word2vec is a nice algorithm which assigns vectors to English words."
Feb 1
Nitin Pasumarthy commented on Shashank Gupta's blog post Automated Text Classification Using Machine Learning
"Nice article. Could you share some research papers used or wrote while building your APIs, especially zero shot algo for text?"
Jan 28
Nitin Pasumarthy commented on Zygimantas Jacikevicius's blog post Top 20 Open Data sources
"Great list. Any datasets for tagged food pictures?"
Jan 16
Nitin Pasumarthy liked Zygimantas Jacikevicius's blog post Top 20 Open Data sources
Jan 16
Nitin Pasumarthy shared Manish Kumar Barnwal's blog post on Facebook
Dec 12, 2017

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Your Job Title:
Software Engineer
Interests:
Finding a new position, Networking

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

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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