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Deekshith Malleshaiah's Projects

big-fish icon big-fish

Toolbox for the analysis of smFISH images.

black-coffer icon black-coffer

"Project: Web scrape diverse sources for Black Coffee info. Gather types, origins, health benefits, recipes, and trends. Analyze data for insights. Python tools used for extraction and analysis."

building-auto-tagging-system-using-ann-cnn-gru-lstm icon building-auto-tagging-system-using-ann-cnn-gru-lstm

The dataset encompasses Q&A data from Cross Validated, a statistics and machine learning Q&A site on Stack Exchange. It includes three tables: Questions (title, body, date, score, owner ID), Answers (body, date, score, owner ID, linked to Questions), and Tags (question tags). Content is non-deleted and non-closed until October 19, 2016 (UTC).

loan-prediction-using-ann icon loan-prediction-using-ann

The dataset comprises `train_csv` and `test.csv` files from Analytics Vidhya, aiming to automate home loan eligibility prediction based on customer information. The dataset, intended for practice, originates from Analytics Vidhya's platform for machine learning exploration and model building in loan prediction.

q-a-interview-chatbot icon q-a-interview-chatbot

"Developing a Data Science interview chatbot via web scraping: Extract Q&A content, build AI model, and create interactive interface for users."

web-traffic-forcasting icon web-traffic-forcasting

"Forecast web traffic using Neural Networks: Collect historical data, preprocess, engineer features, and select NN model (RNN/LSTM). Train the model, validate performance, and forecast future traffic. Evaluate accuracy with metrics, considering seasonality and trends for better predictions."

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