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1. Data-Mining-Methods-on-MNIST-Dataset Data-Mining-Methods-on-MNIST-Dataset Public

   Achieved 97.47% accuracy on MNIST with Neural Networks, outperforming Decision Tree, Random Forest, Naive Bayes, and KNN. Used TensorFlow, K-Fold Cross Validation, and Grid Search for evaluation an…

   Python

2. IPL-Score-and-Winner-Prediction IPL-Score-and-Winner-Prediction Public

   Jupyter Notebook

3. Sentiment-Analysis-of-Billboard-Songs Sentiment-Analysis-of-Billboard-Songs Public

   Prepared a dataset of 1000+ Hindi songs using Genius API and web scraping, performed EDA, analyzed trends, and achieved 83.57% accuracy in sentiment analysis using VADER, TextBlob, and fine-tuned m…

   Jupyter Notebook

4. Project-Simulating-1D-Collisions Project-Simulating-1D-Collisions Public

   Simulated the collisions of n balls in 1 dimension by predicting the time, location and the balls which collide. Implemented Customized Heap (a modified priority queue) with overall complexity for …

   Python

5. Project-Nearby-Search-Program Project-Nearby-Search-Program Public

   Implemented a ‘Point Database’ to store the position of all the landmarks in the map using Range Tree data structure. The program efficiently stored landmark data for fast processing of “search nea…

   Python

6. Project-Flow-Of-Traffic Project-Flow-Of-Traffic Public

   Customized and implemented Dijkstra’s and Ford Fulkerson’s algorithms to find a route between any two points in a graph with various vertices and edges. It deduces the shortest path to travel from …

   Python