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1. Large-Language-Model Large-Language-Model Public

   This repository contains Zero, Few shot Inference, Fine Tuning a Large Language Model For Document Summarization, and lot more is coming...

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2. Machine-Learning Machine-Learning Public

   Python implementation of different Machine Learning Algorithms. Principal Component Analysis, DBSCAN, Kmeans, KNN, Tree, SVM, Hierarchical Clustering

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3. Vector-Database Vector-Database Public

   this repository contains elements needed for a successful semantic search in vector database. It utilizes sqlite3, chromadb and other techniqes to create, store, query in a vector database

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4. Natural-Language-Processing Natural-Language-Processing Public

   This repo contains different types of NLP problems I explored. It ranges from text processing techniques, different types of embeddings, Multiclass classification of text, Sentiment analysis to dif…

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5. Covid_data_preparation Covid_data_preparation Public

   Gathered data from different sources and merged them together (e.g. daily covid data, country demographic data, and daily airplane passenger movement data) and created a master dataset for further …

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6. Predicting-Food-Ratings-Based_on_Recipe_Data Predicting-Food-Ratings-Based_on_Recipe_Data Public

   Used sentiment analysis on customers' reviews for understanding its effects on food ratings. Used PCA for dimension reductions. Applied three regression algorithm to predict the ratings of a food r…

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