Mani Sharan Bommakanti

Tesla-x-GME-Stock-Data-Analysis-

"Extracting and visualizing historical stock and revenue data for Tesla and GameStop."

Table of Contents

Question 1: Use yfinance to Extract Stock Data (Tesla)

Question 2: Use Webscraping to Extract Tesla Revenue Data

Question 3: Use yfinance to...

Fingerprint Authenticity Detection using YOLOv10 A deep learning-based web application that detects whether a fingerprint is real or fake using YOLOv10 object detection, wrapped in a Flask web interface.

Built an end-to-end NLP pipeline to classify text reviews as Positive, Negative, or Neutral. Used NLTK for tokenization and lemmatization, TF-IDF for vectorization, and trained 3 ML classifiers — Logistic Regression, Naive Bayes, and SVM. Visualized sentiment trends and model accuracy using Matplotlib and Seaborn.

House Price Prediction using Machine Learning A complete Machine Learning regression project that predicts house prices based on features like location, area, number of rooms, amenities, and more. Includes full EDA, feature engineering, model comparison, and visualization.