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1. ai-ds-internship-tasks ai-ds-internship-tasks Public

   My solutions for the AI & Data Science internship technical assessment.

   Jupyter Notebook 1

2. NN-from-scratch NN-from-scratch Public

   Forked from dmdqwerty/NN-from-scratch

   A Python project that builds a neural network entirely from scratch without using machine learning frameworks. It contains custom implementations of neurons, layers, activation functions, forward p…

   Python

3. cluster-analysis-metrics cluster-analysis-metrics Public

   This project implements cluster analysis on real data using multiple methods to evaluate optimal cluster number: Elbow method, Silhouette score, and Prediction Strength. Both KMeans and Agglomerati…

   Jupyter Notebook

4. decision-tree decision-tree Public

   This project builds and compares decision tree classifiers using two splitting criteria: Gini impurity and Entropy (information gain). The models are evaluated using accuracy, confusion matrix, pre…

   Jupyter Notebook

5. migration-weather migration-weather Public

   This is a migration weather application that provides weather information for a specific location

   Python

6. bplus-tree-project bplus-tree-project Public

   Implementation of a B+ tree for lexicographically ordered name indexing using a custom hash function

   Python 1