Name: George Spyrou
Type: User
Bio: Data Scientist | Aspiring Software Engineer | MSc Applied Statistics, University of Michigan
Location: London,UK
Thank you for visiting my profile. My name is George and I am a Data Scientist currently working and living in London, UK.
My passion is around topics related to statistics, computer science and the intersection of these two fields. I enjoy working with different types of algorithms, from classification & regression, to clustering and graph/network models, and find ways to use my data analytics experience to investigate and solve real world problems.
Motto: "Life is short, use Python"
binary_classification_of_bank_marketing_campaigns
Exploratory data analysis (EDA) and development of classification algorithms (Logistic Regression, Random Forest) to predict clients that are most likely to subscribe to a bank's product, as a result of marketing campaigns.
categorization_consumer_complaints
Use of XGboost and Multinomial Naive Bayes, along with AWS SageMaker, to perform automatic text classification of consumer complaints to their respective categories
deep-learning-a-z
Deep Learning course from Udemy covering the topics of ANN, CNN, RNN, Boltzmann Machines, SOMs and Autoencoders
forward_backward_algorithm_package
This R package contains two main algorithms for generic Continuous-time Markov Chain hidden Markov Models and its written in C++
getting-started-with-git-and-github
Explaining Git and GitHub.
gpsyrou
Repo to manage github profile page
machine_learning_az
Udemy course on Machine Learning
natural-language-processing-specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
online_courses
Notes and assignment solutions for online courses and MOOCs that I have completed or are currently in progress.
public-apis
A collective list of free APIs
text_analysis_of_consumer_reviews
Natural Language Processing (NLP) and analysis on reviews about delivery companies in the UK based on reviews extracted from the Trustpilot website
tube-virality
Develop an API to retrieve statistics and information around Youtube trending videos. Perform descriptive statistics analysis, and build models able to project the likelihood of a trending video to become viral.
twitter_sentiment_analysis
Exploration of the Twitter API and sentiment & topic analysis on tweets relevant to COVID-19
vaccines_trade_network
Implementation of ARIMA and Holt-Winters Exponential Smoothing models for the analysis of the global network of human vaccines for the period 2010-2019
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.
