Chetna KhannainTowards Data ScienceWordPiece: Subword-based tokenization algorithmUnderstand subword-based tokenization algorithm used by state-of-the-art NLP models — WordPieceAug 18, 20211Aug 18, 20211
Chetna KhannainTowards Data ScienceByte-Pair Encoding: Subword-based tokenization algorithmUnderstand subword-based tokenization algorithm used by state-of-the-art NLP models — Byte-Pair Encoding (BPE)Aug 13, 20217Aug 13, 20217
Chetna KhannainTowards Data ScienceWord, Subword, and Character-Based Tokenization: Know the DifferenceThe differences that anyone working on an NLP project should knowJul 1, 20212Jul 1, 20212
Chetna KhannainTowards Data ScienceUse the Datasets library of Hugging Face in your next NLP projectA quick guide to use Hugging Face’s datasets library!Jun 9, 2021Jun 9, 2021
Chetna KhannainTowards Data ScienceQuestion Answering with a fine-tuned BERTMay 16, 20219May 16, 20219
Chetna KhannaBar Chart or Histogram ?They look so alike, yet so different. Let’s find out the differences!Apr 26, 2021Apr 26, 2021
Chetna KhannainTowards Data ScienceSampling Techniques in StatisticsA light introduction to different sampling techniques in statisticsApr 14, 20211Apr 14, 20211
Chetna KhannainTowards Data ScienceCIFAR 100: Transfer Learning using EfficientNetTransfer learning using state-of-the-art EfficientNet-B0Mar 30, 20212Mar 30, 20212
Chetna KhannainTowards Data ScienceText pre-processing: Stop words removal using different librariesA handy guide about English stop words removal in Python!Feb 10, 20214Feb 10, 20214
Chetna KhannainTowards Data ScienceNull and Alternate Hypothesis… in simple plain English! Let’s get the basics clear.Jan 31, 20212Jan 31, 20212
