Name: Konstantinos Orfanakis
Type: User
Bio: Physics PhD student at the University of St Andrews studying the coupling between light and matter. Interested in Data Science and Machine Learning with Python.
Twitter: KOrfanakis
Location: St Andrews, Scotland
amazon_sagemaker_tutorial
A mini-project that demonstrates how to use Amazon SageMaker to build, train, and deploy a Machine Learning (ML).
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.
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.
deep_completion_charts
A short tutorial on football analytics that demonstrates how to extract and visualise deep completions.
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.
financial_dashboard_app
This is a repository for creating a financial dashboard app with Streamlit and deploying it online to the Heroku platform.
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).
hackerrank-solutions
A collection of solutions to various challenge questions from HackerRank 🎓. Domains: MySQL and Regular Expressions (Regex)
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%).
leetcode-solutions
A collection of solutions to various problem questions from LeetCode 🎓. Domains: MySQL and Python
moocs
This repository contains assignment solutions for online courses I have completed.
phd_tools
This repository contains different tools I used during my doctoral degree.
predicting_customer_churn_classification
A Machine Learning classification project that predicts customer churn for a bank.
web_scraping_with_python
This repository contains my approach to scraping a static website with Python’s request and Beautiful Soup libraries.
youtube
This repository contains all material (presentations, Jupyter notebooks, etc.) used in my YouTube videos.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
