Konstantinos Orfanakis's repositories
Financial_Dashboard_App
This is a repository for creating a financial dashboard app with Streamlit and deploying it online to the Heroku platform.
Coherence_from_Interferometry
A tutorial on using Python to extract the fringe contrast from an interferogram and calculate the temporal decay of the first-order correlation function.
Deep_Completion_Charts
A short tutorial on football analytics that demonstrates how to extract and visualise deep completions.
Football_Match_Summary_Report
A short tutorial on using Python to extract football data from Understat and visualise a football match's summary (shot map + stats).
Housing_Prices_Regression
An end-to-end Machine Learning project that predicts house prices for a real-estate company (Housing Prices Competition for Kaggle Learn Users - Top 1%).
Predicting_Customer_Churn_Classification
A Machine Learning classification project that predicts customer churn for a bank.
Amazon_SageMaker_Tutorial
A mini-project that demonstrates how to use Amazon SageMaker to build, train, and deploy a Machine Learning (ML).
Emotion_Recognition_Deep_Learning_App
A web application that detects human faces and classifies them based on emotion using a Deep Convolutional Neural Network. Main Python libraries: Keras, OpenCV, and Flask.
Web_Scraping_With_Python
This repository contains my approach to scraping a static website with Python’s request and Beautiful Soup libraries.
COVID-19_in_Greece
An overview of the COVID-19 pandemic in Greece through various visualisations.
COVID-19_Vaccinations-UK_vs_EU
A comparison of the UK and the EU vaccination rollout programs.
HackerRank-Solutions
A collection of solutions to various challenge questions from HackerRank 🎓. Domains: MySQL and Regular Expressions (Regex)
LeetCode-Solutions
A collection of solutions to various problem questions from LeetCode 🎓. Domains: MySQL and Python
PhD_Tools
This repository contains different tools I used during my doctoral degree.
YouTube
This repository contains all material (presentations, Jupyter notebooks, etc.) used in my YouTube videos.