Praxitelis-Nikolaos Kouroupetroglou's Projects
Information and content associated with "A/B Testing and Beyond", a continuing eduction certificate offered by the University of San Francisco's Data Institute.
Determine whether an image contains a columnar cactus
Anomaly Detection Techniques Comparison using Scikit Learn
Binary classification, with every feature as categoricals
Bay Are Bike Share Data Analysis, an optional project, part of Udacity's Data Analysis Nanodegree.
This repo contains my submission for Udacity Data Analysis nanodegree project #1 "Investigate a Dataset"
Used data wrangling techniques to assess the quality of London City OpenStreetMap dataset for validity, accuracy, completeness, consistency and uniformity. (Python, SQL, data verification, data cleaning.
Udacity DAND Project: Explore and Summarize Data, White wine Exploratory data analysis
Udacity DAND Project: Test a perceptual phenomenon, analyzing the Stroop Effect comparing the statically significant difference between groups exposed in different aspects of the Stroop effect using inferential statistics
Udacity DAND Project: Identify fraudulent personalities from enron emails and dataset
In this data analysis project, I have explored the Prosper dataset and used Tableau to create my visualizations. Prosper is a peer-to-peer platform that lends money and its goal is to connect people who need money with those people who have the money to invest.
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Notes and experiments to understand deep learning concepts
Deep Learning neural network for CIFAR-10 dataset image classification
Deep Learning Nanodegree - P2-tv-script-generator
Udacity, nanodegree deep learning project 4, Deep Learning Translation Project
Udacity Deep Learning Nanodegree Project 5
Kagglers have 20,000 rows of continuous variables, and a mere handful of training samples. Once again, we challenge you not to overfit. Do your best, model without overfitting, and add, perhaps, to your own legend.
FinancialVue Dashboard is a powerful and intuitive financial management tool designed to help users visualize and analyze their financial data. Built with Streamlit, this dashboard provides real-time insights and customizable reports, making it easier than ever to track expenses, manage budgets, and forecast future financial trends.
This repo contains the code for my postgraduate thesis dealing with Short-term Load Forecasting, predicting the electric load demand per hour in Greece, developed in R, RStudio, R-markdown and R-Shiny using daily load datasets provided by the Greek Independent Power Transmission Operator (I.P.T.O.). A presentation of the thesis' results can be found at the following website:
My Hackerrank Solutions
Identify metastatic tissue in histopathologic scans of lymph node sections
Creating an OWL Ontology for a Hospital
This repo contains a simple RDF ontology for a general type of Hospital
This repository contains an xml hospital file which describes the information inside a generic hospital. The xml file follows both DTD and XML-Schema pattern
This repository contains the xml hospital file transformations into an HTML file following the rules of a XSLT file.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent