Vedika SrivastavaThe Secret Math Behind Your Autocomplete: N-gram Probabilities ExplainedTL;DR: Dive into the probabilistic magic that powers N-gram models. Learn how to calculate the likelihood of word sequences and why this…Aug 28Aug 28
Vedika SrivastavaBeyond Word Soup: How N-grams Turn Chaos into CoherenceTL;DR: We’re leveling up our N-gram game! Learn how to build more sophisticated models that can handle real-world text, deal with unseen…Aug 28Aug 28
Vedika SrivastavaPredict the Future (of Words): Unlocking the Magic of N-gram ModelsTL;DR: N-grams are the secret sauce behind predictive text, autocomplete, and even some AI chatbots. This article will show you how they…Aug 28Aug 28
Vedika SrivastavaThe AI Arms Race: The Rapid Development and Ethical Implications of Large Language ModelsAs we hurtle through the 21st century, the race to develop advanced artificial intelligence is reaching fever pitch. At the forefront of…Jun 25Jun 25
Vedika SrivastavaK-Means Clustering: Simplifying Data into Meaningful GroupsIntroduction: K-means clustering is a powerful technique in data science and machine learning used to partition data into distinct groups…Jun 24Jun 24
Vedika SrivastavaBeyond Bag of Words: Advanced Text Analysis with Stemming, Lemmatization, and Named Entity…Introduction: In our previous article From Raw Text to Insights: A Journey Through Text Cleaning and Bag of Words, we explored the…Jun 24Jun 24
Vedika SrivastavaUnderstanding NLP Fundamentals: Stemming, Lemmatization, Bag of Words, and N-GramsIn the journey through Natural Language Processing (NLP), understanding the nuances of text preprocessing and representation is crucial…Jun 14Jun 14
Vedika SrivastavaFrom Raw Text to Insights: A Journey Through Text Cleaning and Bag of WordsIn the rapidly evolving field of Natural Language Processing (NLP), the journey from raw text to structured data is pivotal. Whether we are…Jun 14Jun 14
Vedika SrivastavaUnlocking the Secrets of Text: A Deep Dive into Natural Language ProcessingNatural Language Processing (NLP) is revolutionizing the way we interact with technology. From voice assistants and chatbots to language…Jun 11Jun 11
Vedika SrivastavaQuarkus — a Kubernetes-based frameworkQuarkus, a Java-based framework, is specifically designed for Kubernetes deployments. It integrates critical technologies such as OpenJDK…Jan 22Jan 22
