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July 6, 2022
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Akshay Chavan

Contributor

Pillai College of Engineering | Machine Learning enthusiast

Data Science

Complete Tutorial on Named Entity Recognition (NER) using Python and Keras

Updated February 27, 2020 - by Akshay Chavan

Let’s say you are working in the newspaper industry as an editor and you receive thousands of stories every day. How will you find the story which is related to …

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Data Science

Introduction to Conditional Random Fields (CRFs)

Updated June 25, 2019 - by Akshay Chavan

CRF is intended to do the task-specific predictions i.e. we have the input X (vector) and predict the label y which are predefined. CRF is a probabilistic discriminative model that …

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Data Science

Improve Machine Learning Results with Ensemble Learning

Updated January 17, 2020 - by Akshay Chavan

NOTE: This article assumes that you are familiar with a basic understanding of Machine Learning algorithms. Suppose you want to buy a new mobile phone, will you walk directly to …

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Data Science

A Comprehensive Guide to Decision Tree Learning

Updated January 17, 2020 - by Akshay Chavan

Decision Tree is one of the most widely used supervised machine learning algorithm (a dataset which has been labeled) for inductive inference. Decision tree learning is a method for approximating discrete …

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