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  1. Character-Image-Recognition-MATLAB Character-Image-Recognition-MATLAB Public

    Image Preprocessing (Binarization), Histogram of Oriented Gradients (HOG) feature extraction, SVM tuning va grid search (Kernel, Kernel Scale, BoxConstraint), classification analysis (Confusion Mat…

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  2. Reinforcement-Learning-Software-Agent-Implementation-MATLAB Reinforcement-Learning-Software-Agent-Implementation-MATLAB Public

    Software Agent solving a Snakes and Ladder environment via Q-Learning: State Transition Function, Reward Function, Action Selection Policy

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  3. Authorship-Attribution Authorship-Attribution Public

    NLTK and Scikit-Learn: Text preprocessing (including Lemmatization), feature extraction (Bag-of- words, Part-of-Speech tag, Vocabulary richness, domain specific), feature tuning via Pipeline, Machi…

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  4. Footballer-Peak-Value-Prediction-MATLAB Footballer-Peak-Value-Prediction-MATLAB Public

    Predicting footballers' peak market value from Football Manager player skills data: Data Visualisation (Corr. Matrix, Box Plot), Basic Statistics, Train/Test Partitioning, Random Forest (Grid Searc…

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  5. Topic-Modelling-Multidimensional-Scaling Topic-Modelling-Multidimensional-Scaling Public

    20 Newsgroups Dataset preprocessing (Fine Noise Filtering, Stopwords, Lemmatizing, ), Topic Modelling (Gensim), Multidimensional Scaling representation

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  6. Date-Extraction-Preprocessing Date-Extraction-Preprocessing Public

    Extracting dates in various formats from raw text (Regex), Format unification, Sorting, Target creation

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