A S M Morshedul Hoque (Utsho)CBOW vs. Skipgram: Navigating the Nuances of Word EmbeddingsHello, digital explorers! Today we’re diving into the heart of natural language processing (NLP) to compare two fascinating models…Sep 15Sep 15
A S M Morshedul Hoque (Utsho)Exploring Skipgram: The Secret Sauce in Word PredictionsHey there! Ever wonder how tech like search engines or digital assistants seems to “get” what you mean, even if you mix up some words? A…Sep 15Sep 15
A S M Morshedul Hoque (Utsho)Unpacking Continuous Bag of Words (CBOW): Simplifying Word ContextsHello, language enthusiasts and curious readers! Today, we’re unpacking a fascinating concept from the world of natural language processing…Sep 15Sep 15
A S M Morshedul Hoque (Utsho)Navigating the Nuances: Limitations of Traditional Text Encoding TechniquesHello, language enthusiasts! Today, we’re diving into some of the classic text encoding techniques used in natural language processing…Sep 15Sep 15
A S M Morshedul Hoque (Utsho)Exploring the Limitations of Count-Based Word Embedding TechniquesHello everyone! Today, we’re diving into the world of natural language processing (NLP) to unpack the count-based word embedding…Sep 15Sep 15
A S M Morshedul Hoque (Utsho)Unraveling Word2Vec: The Simple Magic Behind Complex WordsWelcome to a fascinating dive into one of the most intriguing developments in the world of natural language processing (NLP): Word2Vec…Sep 15Sep 15
A S M Morshedul Hoque (Utsho)Demystifying Word Embeddings: Count-Based vs. Model-Based TechniquesWord embeddings are a cornerstone of modern natural language processing (NLP), providing a way for machines to understand the complexity…Sep 5Sep 5
A S M Morshedul Hoque (Utsho)Navigating the World of Word Embeddings: Simplifying Complex Language PatternsIn the ever-evolving landscape of language technology, one of the most exciting developments has been the creation of “word embeddings.”…Sep 5Sep 5
A S M Morshedul Hoque (Utsho)Decoding TF-IDF: The Secret Ingredient to Understanding Content RelevanceHave you ever wondered how search engines like Google manage to pull up the most relevant documents from a sea of billions in just a…Aug 25Aug 25
A S M Morshedul Hoque (Utsho)Understanding N-Grams: A Simple Guide to Text AnalysisHave you ever wondered how your smartphone predicts the next word you’re about to type? Or how search engines seem to know exactly what…Aug 25Aug 25
