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1. reinforcement-learning-agent-pokemon-red-game reinforcement-learning-agent-pokemon-red-game Public

   Intelligent agent for playing Pokemon Red version using Reinforcement Learning techniques (Q-learning) on pyboy emulator

   Python

2. pca-cnn-image-classification-oxford-flowers pca-cnn-image-classification-oxford-flowers Public

   Semi-supervised machine learning image classification problem in 102 classes (Oxford flowers) using CNN and PCA

   Python

3. expectation-maximization-life-expectancy expectation-maximization-life-expectancy Public

   Expectation-maximization algorithm using GMM for clustering data in two-dimensional input space performed on two different datasets

   Python

4. rag-based-pdf-explainer rag-based-pdf-explainer Public

   PDF explainer based on RAG using free models - streamlit application

   Python

5. mobile-price-classification mobile-price-classification Public

   Data science project on mobile phone price range dataset using CRISP-DM methodology for data preparation and model training. Used simple ML algorithms like: KNN, Naive-Bayes, nerual networks

   Jupyter Notebook

6. life-expectancy-data-analysis life-expectancy-data-analysis Public

   R