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Chetna Khanna

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WordPiece: Subword-based tokenization algorithm

Understand subword-based tokenization algorithm used by state-of-the-art NLP models — WordPiece

Aug 18, 2021

WordPiece: Subword-based tokenization algorithm

Aug 18, 2021

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Byte-Pair Encoding: Subword-based tokenization algorithm

Understand subword-based tokenization algorithm used by state-of-the-art NLP models — Byte-Pair Encoding (BPE)

Aug 13, 2021

Byte-Pair Encoding: Subword-based tokenization algorithm

Aug 13, 2021

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Word, Subword, and Character-Based Tokenization: Know the Difference

The differences that anyone working on an NLP project should know

Jul 1, 2021

Word, Subword, and Character-Based Tokenization: Know the Difference

Jul 1, 2021

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Use the Datasets library of Hugging Face in your next NLP project

A quick guide to use Hugging Face’s datasets library!

Jun 9, 2021

Use the Datasets library of Hugging Face in your next NLP project

Jun 9, 2021

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Question Answering with a fine-tuned BERT

May 16, 2021

Question Answering with a fine-tuned BERT

May 16, 2021

Bar Chart or Histogram ?

They look so alike, yet so different. Let’s find out the differences!

Apr 26, 2021

Bar Chart or Histogram ?

Apr 26, 2021

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Sampling Techniques in Statistics

A light introduction to different sampling techniques in statistics

Apr 14, 2021

Sampling Techniques in Statistics

Apr 14, 2021

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CIFAR 100: Transfer Learning using EfficientNet

Transfer learning using state-of-the-art EfficientNet-B0

Mar 30, 2021

CIFAR 100: Transfer Learning using EfficientNet

Mar 30, 2021

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Text pre-processing: Stop words removal using different libraries

A handy guide about English stop words removal in Python!

Feb 10, 2021

Text pre-processing: Stop words removal using different libraries

Feb 10, 2021

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Null and Alternate Hypothesis

… in simple plain English! Let’s get the basics clear.

Jan 31, 2021

Null and Alternate Hypothesis

Jan 31, 2021

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Independent and Identically Distributed

What does this phrase mean? Why do we see this almost everywhere?

Jan 17, 2021

Independent and Identically Distributed

Jan 17, 2021

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CIFAR-100: Pre-processing for image recognition task

Pre-processing or data preparation of a popular image dataset — CIFAR-100

Jan 1, 2021

CIFAR-100: Pre-processing for image recognition task

Jan 1, 2021

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Observational vs Experimental Study

Is your statistical study observational or experimental? Let us find out.

Dec 5, 2020

Observational vs Experimental Study

Dec 5, 2020

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Multicollinearity — Why is it bad?

Multicollinearity: What is it all about and why does it matter?

Nov 29, 2020

Multicollinearity — Why is it bad?

Nov 29, 2020

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Number of Parameters in a Feed-Forward Neural Network

Calculating the total number of trainable parameters in the feed-forward neural network by hand

Sep 15, 2020

Number of Parameters in a Feed-Forward Neural Network

Sep 15, 2020

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What and why behind fit_transform() vs transform() in scikit-learn !

Scikit-learn is the most useful library for machine learning in Python programming language. It has a lot of tools to build a machine…

Aug 25, 2020

What and why behind fit_transform() vs transform() in scikit-learn !

Aug 25, 2020

Chetna Khanna

Chetna Khanna

Engineer — Data & ML | Love to read | Love to write I https://www.linkedin.com/in/chetna-khanna/

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