gpsyrou
Data Scientist | Aspiring Software Engineer | MSc Applied Statistics, University of Michigan
London,UK
Pinned Repositories
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
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
gpsyrou's Repositories
gpsyrou/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.
gpsyrou/Twitter_Sentiment_Analysis
Exploration of the Twitter API and sentiment & topic analysis on tweets relevant to COVID-19
gpsyrou/Deep-Learning-A-Z
Deep Learning course from Udemy covering the topics of ANN, CNN, RNN, Boltzmann Machines, SOMs and Autoencoders
gpsyrou/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
gpsyrou/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
gpsyrou/Machine_Learning_AZ
Udemy course on Machine Learning
gpsyrou/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.
gpsyrou/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++
gpsyrou/getting-started-with-git-and-github
Explaining Git and GitHub.
gpsyrou/gpsyrou
Repo to manage github profile page
gpsyrou/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
gpsyrou/Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
gpsyrou/Online_Courses
Notes and assignment solutions for online courses and MOOCs that I have completed or are currently in progress.
gpsyrou/public-apis
A collective list of free APIs