"I think an article on how to create a transition matrix would help."
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Nitin Pasumarthy commented on Ridhima Kumar's blog post Marketing Analytics through Markov Chain"Great explanation. How do we create transition matrixes? Any intuitions or guidelines, say with your ad example?"
Nitin Pasumarthy posted a blog postEncoding 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
Nitin Pasumarthy's blog post was featuredEncoding 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
Nitin Pasumarthy liked William Vorhies's blog post Using RuleFit Ensemble Models Is About to Become Very Important
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?"
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?"
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."
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?"
Nitin Pasumarthy commented on Zygimantas Jacikevicius's blog post Top 20 Open Data sources"Great list. Any datasets for tagged food pictures?"
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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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