ntlk
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Applying natural language processing to understanding the latest sentiment of news articles featuring Bitcoin and Ethereum.
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Aug 8, 2020 - Jupyter Notebook
Exploratory Analysis of Amazon Product Reviews Dataset comprising of various categories spanning over 14 years
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Dec 8, 2018 - HTML
This is an information retrieval engine running on the shoulders of ntlk library.
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Mar 4, 2023 - Python
I developed a Flask application using NLTK and Docker. Within the application, I created a JSON file named intents, which contains various questions and answers. The Chatbot in the application responds to user queries using the data provided in the intents file.
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May 6, 2023 - HTML
Data Science Project for Udacity's Data Scientist Program. Here I created a webapp and ML/NLP pipeline that analyzes message data for disaster response and shows classification results.
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Nov 17, 2022 - Jupyter Notebook
Here are some of my projects implemented during the training in Yandex.Practicum
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Jul 12, 2023 - Jupyter Notebook
ML model for rating prediction with NTLK and Scikit-learn.
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Mar 11, 2022 - Jupyter Notebook
In this study, I utilized the unsupervised approach Kmeans to cluster/group reviews in order to discover major topics/ideas within the sea of text. This applies to all textual evaluations. In this series, I've concentrated on Twitter data of Vodaphone, which is more real-world and sophisticated than evaluations acquired via survey or review forms.
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Sep 29, 2022 - Jupyter Notebook
Master's Thesis in Natural Language Generation
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Aug 6, 2020 - Jupyter Notebook
A movie recommender system that uses SBERT for embedding and cosine similarity for recommendations.
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Nov 28, 2022 - Python
AutoSubFinder is an innovative coding project that aims to automatically find and download subtitle track files for movies and other videos. The project utilizes web scraping and Natural Language Processing (NLP) techniques to search various subtitle databases and provide accurate and synchronized subtitle tracks for videos.
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Jul 30, 2023
An implementation of an Information Retrieval System that indexes documents and matches queries using vector space models (Jaccard, Cosine, Scalar), boolean model, and probabilistic model (BM25).
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Feb 16, 2024 - Python
This project is part of Udacity's Data Scientist Nanodegree. In it, we use natural language processing (NLP) to analyze messages from real-world disasters for categorization.
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Feb 2, 2021 - HTML
Introduction to Artificial Intelligence with Python
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Feb 15, 2022 - Python
Using text analytics to understand cultural patterns in philosophical texts. Exploring gender, author, region, and time-period differences, and extracting key philosophical concepts.
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May 28, 2024 - Jupyter Notebook
Employs the NLTK library to craft Shakespearean Sonnets
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Nov 12, 2023 - Jupyter Notebook
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