DimitriosTagkoulis
Data Engineer at Accenture Greece. MSc in Business Analytics and Data Science, MSc in E-Business and Digital Marketing.
Accenture GreeceThessaloniki
Pinned Repositories
Statistical_Tests_For_Google_Analytics_with_Python
Further analysis of Google Merchandise Store Data after reviewing Google Analytics reports
AirBnB_Price_Prediction
Airbnb listing price prediction with multiple preprocessing, data augmentation and feature engineering techniques. Modeling and explainability analysis performed using with Pycaret and Shap.
XAI_Linked_Statistical_Data
Ussage of explanable AI techniques on data from [Scottish Goverment Statistics Portal](https://statistics.gov.scot). The topic explored is the population being prescribed drugs for anxiety, depression or psychosis in the 2011 Data Zones in the year 2017.
TelcoCustomerChurn
Through exploratory data analysis, predictive analytics and explainable AI, this project aims to provide valuable feedback regarding the reasons that customers churn, thus providing useful insight for the company to minimize customer churn.
Clustering-Stock-Movements
Clustering as a method to identify groups of stocks based on their movements, that otherwise would be undetectable.
AI-Enabled-Stock-Prediction
AI-Enabled Stock Prediction With Social Sensing, Technical Analysis and Forecasting Techniques
DimitriosTagkoulis
IBM-DS-Capstone
IBM Data Sceince Professional Certificate Capstone Project
Instacart-2021
Short_Projects
Short Projects for excercise
DimitriosTagkoulis's Repositories
DimitriosTagkoulis/DimitriosTagkoulis
DimitriosTagkoulis/AI-Enabled-Stock-Prediction
AI-Enabled Stock Prediction With Social Sensing, Technical Analysis and Forecasting Techniques
DimitriosTagkoulis/XAI_Linked_Statistical_Data
Ussage of explanable AI techniques on data from [Scottish Goverment Statistics Portal](https://statistics.gov.scot). The topic explored is the population being prescribed drugs for anxiety, depression or psychosis in the 2011 Data Zones in the year 2017.
DimitriosTagkoulis/Statistical_Tests_For_Google_Analytics_with_Python
Further analysis of Google Merchandise Store Data after reviewing Google Analytics reports
DimitriosTagkoulis/AirBnB_Price_Prediction
Airbnb listing price prediction with multiple preprocessing, data augmentation and feature engineering techniques. Modeling and explainability analysis performed using with Pycaret and Shap.
DimitriosTagkoulis/TelcoCustomerChurn
Through exploratory data analysis, predictive analytics and explainable AI, this project aims to provide valuable feedback regarding the reasons that customers churn, thus providing useful insight for the company to minimize customer churn.
DimitriosTagkoulis/Clustering-Stock-Movements
Clustering as a method to identify groups of stocks based on their movements, that otherwise would be undetectable.
DimitriosTagkoulis/Instacart-2021
DimitriosTagkoulis/Short_Projects
Short Projects for excercise
DimitriosTagkoulis/IBM-DS-Capstone
IBM Data Sceince Professional Certificate Capstone Project