🧠 Thapar Summer School'24-Projects

Welcome to my TSS'24-Projects repository! 🚀
This repository contains a collection of my work across Machine Learning, Data Science, Python, OpenCV, Arduino, and more. Projects are organized using git subtree from multiple repositories for modularity and reusability.

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📊 Machine Learning & Data Science (TSS24)

• Predict Disease Risk in Individuals - TSS24
  Uses various features to predict disease risk using classification models.

• Basic Regression - TSS24
  Simple regression model implementation using Python.

• Predict the Outcomes of Patients - TSS24
  Predict outcomes for patients with given medical history.

• Binary Classification - TSS24
  A classification task using Scikit-learn.

• Black Friday Sales EDA
  Exploratory analysis on Black Friday dataset.

• Exploratory Data Analysis
  General EDA techniques using Python.

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🧠 Deep Learning & ANN

• ANN (Artificial Neural Networks)
  Implementations of basic neural networks using Keras.

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🎥 OpenCV & Image Processing

• OpenCV Practice
  Practice notebooks for OpenCV operations.

• Image Preprocessing
  Basic image transformations using OpenCV.

• Resize 100 Images
  Script to resize bulk images using OpenCV.

• Convert 100 Images to Grey Scale
  Converts a folder of images into grayscale.

• Resize a Video using OpenCV
  Resize frames of a video using OpenCV.

• Convert Colored Video to Grey Scale
  Greyscale conversion of videos frame by frame.

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🔊 Audio/Video & Text Conversion Tools

• Image to Text
  OCR-based text extraction from images.

• Video to Audio
  Convert video files to audio using Python.

• Audio to Text
  Converts speech/audio to text using SpeechRecognition.

• Image to Text to Audio
  Full pipeline from image OCR to text-to-speech.

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📄 PDF Utilities

• PDF Splitter
  Split PDF files page-wise.

• PDF Merger
  Merge multiple PDFs into one.

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💡 Python & R Programming Assignments

• Advance Python
  Advanced concepts of Python with exercises.

• Python Assignment
  Basic to intermediate Python solutions.

• Learn Python
  Python fundamentals with examples.

• R Programming Assignment
  R programming assignment notebook.

• R Programming
  Getting started with R basics.

• Text File Conversion
  Simple file operations using Python.

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📈 Data Analysis & Visualization

• Python EDA
  Exploratory data analysis with Pandas & Matplotlib.

• Data Visualization using Seaborn
  Different plots and styling options with Seaborn.

• Working with Pandas
  Practice notebooks using Pandas library.

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🔢 Math, Logic & Combinatorics

• Subset Selection Problem
  Random and itertools-based subset generation.

• Combo Finder
  Tool to find combinations of items for a target sum.

• Challenge Question 1
  Problem-solving and logic-based coding task.

• Topsis for MCDM
  Python implementation of the TOPSIS decision-making algorithm.

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🖥️ Web & GUI Projects

• Thapar Art Gallery
  Forked interactive art gallery built with HTML.

• localrepo
  Local static repo viewer.

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📋 Miscellaneous Mini Projects

• Marks Adding
  Adds marks of students and stores in file.

• Github Readme
  Sample GitHub profile README.md.

• Interview Puzzles
  Contains tricky coding and logic problems.

• Linear Model
  Implementation of a simple linear regression model.

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🔌 Embedded & Electronics (Arduino)

• Fire Alarm
  Arduino-based flame/smoke detection system.

• Multiple LED Blinking in Sequence
  Sequence blinking using Arduino.

• Single LED Blinking
  Basic LED blink project.

• Traffic Light
  Arduino simulation of a traffic signal.

• Digital Clock
  Simple clock interface using Python/Arduino.

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📌 How to Clone This Repository with Subtrees

git clone https://github.com/Harsimran-Dalal/TSS-24.git
cd TSS-24

🙋‍♂️ About Me

I'm Harsimran Singh Dalal, an engineering student and developer passionate about Machine Learning, Embedded Systems, and building cool things with Python & AI.