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1. POS-Tagging POS-Tagging Public

   Performed Part-of-Speech (POS) tagging using NLTK to label words with their grammatical roles in text data. Useful for NLP preprocessing and syntactic analysis.

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2. MNIST-with-ANN MNIST-with-ANN Public

   Built an Artificial Neural Network (ANN) from scratch to classify handwritten digits using the MNIST dataset. Achieved high accuracy on test data with dense layers and ReLU activation.

   Jupyter Notebook

3. Word2Vec-Embedding Word2Vec-Embedding Public

   Trained and visualized word embeddings using Google's pre-trained Word2Vec model. Explored semantic relationships and analogies between words using vector arithmetic.

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4. Creating-Pipeline Creating-Pipeline Public

   A complete machine learning pipeline using Decision Tree Regression with preprocessing transformations. The model is serialized using Pickle, enabling easy reuse for predictions on new data.

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5. Dataset-Creation Dataset-Creation Public

   This repository contains scripts and datasets curated for machine learning and data analysis, primarily focused on movies from The Movie Database (TMDB). It is useful for building recommender syste…

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6. DTreeViz DTreeViz Public

   DTreeViz is a visualization tool that creates detailed, intuitive diagrams of decision trees, helping users understand model decisions, splits, and feature importance clearly.

   Jupyter Notebook