KSKhushi Singhinexploring-gen-ai.hashnode.dev路Mar 26, 2025 路 3 min readNLP basicsCleaning: Pre-processing Tokenization: It is a process to convert paragraphs or sentences into tokens Corpus: ParagraphsDocument: Sentences in the paragraphVocabulary: All the unique words in the documentWords: tokens in the sentences Stemming Reduc...00
KSKhushi Singhinexploring-gen-ai.hashnode.dev路Mar 26, 2025 路 2 min readGenerative AI fundamentalsWhat is Gen AI? Non-Generative AI: Here no new content is generated. The content already exist and the model just learns from the data to give output. Example: Credit card fraud detection,salary predictor Generative AI: Here the data is generated.It ...00
KSKhushi Singhinexploring-gen-ai.hashnode.dev路Mar 26, 2025 路 1 min readRoadmap for GEN AINLP Text Preprocessing TokenizationStop word removalStemming and lemmatizationLowercasing and punctuation removal Pos Tagging Name Entity Recognition Test vectorization This the core of GenAI Rag based models Bag of wordsTF-IDFWord embeddings LLM Lea...00
KSKhushi Singhinweek-1-of-my-dsa-journey.hashnode.dev路Mar 16, 2025 路 7 min readWeek 1 of My DSA JourneyA Beginner鈥檚 Guide to Problem-Solving & Java Basic 馃摉 What I Covered This Week? This week, I focused on building a strong foundation in programming. Here鈥檚 a breakdown of my learning: 1锔忊儯 Basics of Programming Input & Output in Java & Python Data T...00
