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1. Matrix-Manipulation Matrix-Manipulation Public

   This repository contains R scripts demonstrating matrix manipulation, including adding rows and columns to a matrix and working with base R datasets.

   R

2. Linear-Regression-and-Correlation-Analysis Linear-Regression-and-Correlation-Analysis Public

   This project involves analyzing the Auto dataset from the ISLR package in R. Key tasks include performing correlation analysis, using the lm() function to conduct simple and multiple linear regress…

   R

3. Building-Neural-Networks-and-Optimization-Techniques Building-Neural-Networks-and-Optimization-Techniques Public

   This notebook demonstrates neural network implementation using TensorFlow, automatic differentiation with GradientTape, and optimization with Stochastic Gradient Descent (SGD). A great starting poi…

   HTML

4. MarketAnomalyDetection MarketAnomalyDetection Public

   A GPT-powered investment chatbot that predicts market trends and suggests data-driven investment strategies based on real-time analysis.

   Jupyter Notebook 2

5. Tennis_player_performance_prediction Tennis_player_performance_prediction Public

   This project analyzes ATP (Association of Tennis Professionals) player performance using machine learning models. It focuses on predicting a player's Winnings based on different tennis statistics l…

   Jupyter Notebook

6. Predicting-Bank-Customer-Churn-Using-Machine-Learning Predicting-Bank-Customer-Churn-Using-Machine-Learning Public

   This project analyzes **bank customer churn** using **machine learning models**. The goal is to predict whether a customer will leave the bank based on their demographic, financial, and behavioral …

   Jupyter Notebook