A S M Morshedul Hoque (Utsho)Understanding Bag of Words: A Simple Guide for EveryoneIn the world of Natural Language Processing (NLP), there’s a method that’s as fundamental as it is fascinating: the Bag of Words model…3d ago3d ago
A S M Morshedul Hoque (Utsho)A Beginner’s Guide to One-Hot Encoding in NLPIf you’ve ever dipped your toes into the world of Natural Language Processing (NLP), you’ve likely come across the term “one-hot encoding.”…3d ago3d ago
A S M Morshedul Hoque (Utsho)Demystifying Named Entity Recognition: A Simple Guide for EveryoneIf you’ve ever wondered how your favourite apps and search engines seem to “know” what you’re talking about, one of the behind-the-scenes…3d ago3d ago
A S M Morshedul Hoque (Utsho)Understanding Parts of Speech Tagging: A Simple GuideHave you ever wondered how your phone’s autocorrect seems to know what word comes next or how Siri understands what you’re asking? A lot of…3d ago3d ago
A S M Morshedul Hoque (Utsho)Word Tokenization 101: What’s the Difference Between 'word_tokenize and 'wordpunct_tokenize'?When we think about how computers understand human language, one of the first steps is breaking down sentences into individual words. This…6d ago6d ago
A S M Morshedul Hoque (Utsho)NLTK and spaCy: The Dynamic Duo of Natural Language ProcessingIn the ever-evolving world of Natural Language Processing (NLP), there are two powerful tools that often come up in conversation: NLTK and…6d ago6d ago
A S M Morshedul Hoque (Utsho)Stopwords: The Small Words That Make a Big Difference in NLPWhen you type a question into a search engine or chat with a virtual assistant, there’s a lot happening behind the scenes to make sure you…6d ago6d ago
A S M Morshedul Hoque (Utsho)Lemmatization: Teaching Computers the Art of Understanding WordsImagine talking to a friend who understands the word “running,” but when you say “ran,” they look confused. In the world of Natural…6d ago6d ago
A S M Morshedul Hoque (Utsho)Stemming: The Magic of Simplifying Words for MachinesIf you’ve ever used a search engine or played around with a chatbot, you’ve benefited from a behind-the-scenes process called stemming. It…6d ago6d ago
A S M Morshedul Hoque (Utsho)Tokenization: How Computers Break Down LanguageIf you’ve ever wondered how your phone’s text prediction works or how a translation app can turn your words into another language in…6d ago6d ago
