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Debjyoti Paul's Projects

eda-cars-data icon eda-cars-data

Analyze cars dataset through EDA using Python. Includes data preprocessing, visualization, and insights extraction. Technologies: Pandas, Seaborn, Matplotlib.

eda-sugarcane-production icon eda-sugarcane-production

Analyze sugarcane production dataset through Exploratory Data Analysis (EDA). Uncover patterns, trends, and relationships globally and across continents to gain valuable insights into sugarcane production dynamics.

eda-world-gdp icon eda-world-gdp

Explore GDP dataset through EDA, analyzing trends, growth rates, and comparisons between countries to gain insights into global economic dynamics.

nlp-language-identification icon nlp-language-identification

A language identification model using pretrained FastText embeddings from HuggingFace, accurately detecting languages in text data for enhanced text classification and NLP applications.

nlp-similar-word-prediction icon nlp-similar-word-prediction

This project implements a Word2Vec model for similar word prediction, utilizing Hugging Face Datasets for efficient data loading and pre-processing.

solar-radiation-prediction icon solar-radiation-prediction

The dataset contains measurements of columns such as: "wind direction", "wind speed", "humidity", "temperature" etc. for the past 4 months and you have to predict the level of: "radiation".

wikipedia-scraper icon wikipedia-scraper

Scrape Wikipedia data based on user-input topic using Python. Extracts content, saves to text file. Utilizes requests, BeautifulSoup.

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