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Fundamental of Data Science assignaments

This repository contains a solution for the self-assignment Prof. Galasso's course of Fundamental of Data Science of the academic year 2021/22.

Topics

First assignament

  1. Image Filtering and Object Identification
  2. Identification
  3. Object Identification
  4. K-Means

Second assignament

  1. Logistic Regression with Gradient Ascent
  2. Logistic Regression with non linear boundaries
  3. Multinomial Classification (Softmax Regression)
  4. Multinomial Naive Bayes

Authors

First assigment:

  • Elios Buzo
  • Ludovico Lentini
  • Michele Spina

Second assigmnet:

  • Elios Buzo
  • Laurentiu Adrian Cristurean
  • Anthony Giusti
  • Ludovico Lentini
  • Michele Spina