Pinned Repositories
fundamentals
Fundamentals of data exploration, data manipulation, data cleaning, and data analysis
MSc_Data_Visualisation_Brexit
Analysis and visual representation of the performance of British, publicly-listed companies in the aftermath of the 2016 Brexit Referendum.
MSc_MachineLearning_Classification_Methods
Exploration of the dataset. Comparison of different classification methods. LDA Vs KNN Vs QDA Vs SVM Vs RANDOM FOREST Vs NEURAL NETWORK
MSc_Market_Basket_Analysis
A straight-forward project on the concepts of association rules and the Apriori algorithm. Exploration of the dataset and reporting of interesting findings.
MSc_Network_Analytics_HipHop
Topics of homophily, closure, and performance. Homophily-related network mechanisms: selection and socialization. Empirical implementations of the homophily framework
MSc_NLP_JobDescriptions
NLP project focusing on two main questions. 1) What are the requirements behind 'data' jobs? 2) How do the requirements change across states? Use of topic modeling to render the job requirements.
MSc_PostgreSQL_imdb
Database Management project using publicly available data from imdb.
georgeHalios's Repositories
georgeHalios/fundamentals
Fundamentals of data exploration, data manipulation, data cleaning, and data analysis
georgeHalios/MSc_Data_Visualisation_Brexit
Analysis and visual representation of the performance of British, publicly-listed companies in the aftermath of the 2016 Brexit Referendum.
georgeHalios/MSc_MachineLearning_Classification_Methods
Exploration of the dataset. Comparison of different classification methods. LDA Vs KNN Vs QDA Vs SVM Vs RANDOM FOREST Vs NEURAL NETWORK
georgeHalios/MSc_Market_Basket_Analysis
A straight-forward project on the concepts of association rules and the Apriori algorithm. Exploration of the dataset and reporting of interesting findings.
georgeHalios/MSc_Network_Analytics_HipHop
Topics of homophily, closure, and performance. Homophily-related network mechanisms: selection and socialization. Empirical implementations of the homophily framework
georgeHalios/MSc_NLP_JobDescriptions
NLP project focusing on two main questions. 1) What are the requirements behind 'data' jobs? 2) How do the requirements change across states? Use of topic modeling to render the job requirements.
georgeHalios/MSc_PostgreSQL_imdb
Database Management project using publicly available data from imdb.