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1. ML_through_project_based_learning ML_through_project_based_learning Public

   A project-based roadmap for mastering machine learning, covering essential concepts like supervised and unsupervised learning, deep learning, NLP, and model deployment. Each phase includes hands-on…

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2. Heart_Disease_Prediction Heart_Disease_Prediction Public

   This project focuses on predicting heart disease using classification models like Random Forest, Gradient Boosting, and XGBoost. A Streamlit web app is built to allow users to input clinical data a…

   Jupyter Notebook 1

3. Game-Agent Game-Agent Public

4. Image-Classification Image-Classification Public

   This project implements a Convolutional Neural Network (CNN) to classify images from the CIFAR-10 dataset, which consists of 60,000 32x32 color images across 10 classes: airplane, automobile, bird,…

   Jupyter Notebook

5. Sentiment-Analysis-on-Text-Data Sentiment-Analysis-on-Text-Data Public

   This project aims to classify IMDb movie reviews as positive or negative using a Bidirectional LSTM model.

   Jupyter Notebook