Luca Macis's repositories
it-cert-automation-practice
Google IT Automation with Python Professional Certificate - Practice files
pytorchTutorial
PyTorch Tutorials from my YouTube channel
TaiwanCreditDefault2006
The aim of this paper is the analysis of which are the characteristics of an individual that most accurately predict the capability of being a solvable creditor. We used three different classification techniques, namely: logistic regression, k-nearest neighbors and support vector machines. This dataset was taken from a Taiwanese bank facing the credit card crisis of 2006 (http://archive.ics.uci.edu/ml/datasets/default+of+credit+card+clients)
Knight-Tour
A knight's tour is a sequence of moves of a knight on a chessboard such that the knight visits every square exactly once. If the knight ends on a square that is one knight's move from the beginning square (so that it could tour the board again immediately, following the same path), the tour is closed; otherwise, it is open. This notebook will explore three ways to solve the problem: the recursive algorithm, the Warnsdorff's algorithm and the Divide and Conquer algorithm.
Coursera_Capstone
In this project we will try to find an optimal location for a restaurant. Specifically, this report will be targeted to stakeholders interested in opening a vegetarian restaurant in Turin. We will use our data science powers to generate a few most promising neighborhoods based on these criteria. Advantages of each area will then be clearly expressed so that best possible final location can be chosen by stakeholders.