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basic_python_projects

brain-tumor-detection

Brain Tumor Detection using Deep Learning on AWS SageMaker: A project focused on building and training a deep learning model to detect brain tumors in MRI images. Leveraging AWS SageMaker and Ground Truth, we explore binary classification techniques for accurate diagnosis.

diabetes-prediction-ml

Developed a machine learning model for diabetes prediction, using patient data to provide early risk assessments and improve healthcare outcomes.

indian-gdp-analysis

This project leverages machine learning to predict India's GDP trends from 1980 to 2023, employing data preprocessing and various models like ARIMA, Linear Regression, Random Forest, and XGBoost. After rigorous evaluation, the ARIMA model with a low RMSE and MAPE of 5.93% emerged as the most accurate choice for GDP forecasting.

jaypat2003.github.io

pcam-metastasis

perfect-roadmap-to-learn-data-science-in-2024

This is forked for the reference to get complete understanding with the up-to-date technologies in the industry.

titanic-dataset-analysis-and-survival-prediction

Titanic Ship Survival Dataset: This dataset comprises passenger information from the ill-fated RMS Titanic's maiden voyage. It includes key attributes such as passenger demographics, ticket details, cabin information, and whether the individual survived or not. An essential resource for researchers and data enthusiasts to explore patterns and fact

woxsen-university-chatbot

🤖 Woxsen University Chatbot : An intelligent chatbot powered by BERT NLP and RASA, designed to assist users with admissions, program information, placements, and more at Woxsen University.