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Comprehensive notes, practical exercises, and problem-solving solutions from the Applied Data Science course, covering data preprocessing, machine learning algorithms, statistical analysis, data visualization, and real-world applications.
Implementing Fuzzy Inference System using PerCapitaViolentCrimesPrediction dataset where Genetic Algorithm used for feature selection, and discretizing the data while encoding values to class variables. Generating Rules with Decision Tree Classifier, And fuzzifying values and rules inference system and defuzzification in MATLAB.
R package for computing cognitive social network accuracy and criterion networks