Pinned Repositories
A-B-Testing-and-Beyond
Information and content associated with "A/B Testing and Beyond", a continuing eduction certificate offered by the University of San Francisco's Data Institute.
Aerial-Cactus-Identification-EDA-DL-Keras
Determine whether an image contains a columnar cactus
Anomaly-Detection-Comparison
Anomaly Detection Techniques Comparison using Scikit Learn
FinancialDashboard
FinancialVue Dashboard is a powerful and intuitive financial management tool designed to help users visualize and analyze their financial data. Built with Streamlit, this dashboard provides real-time insights and customizable reports, making it easier than ever to track expenses, manage budgets, and forecast future financial trends.
Greek-Electric-Load-Forecasting-IPTO
This repo contains the code for my postgraduate thesis dealing with Short-term Load Forecasting, predicting the electric load demand per hour in Greece, developed in R, RStudio, R-markdown and R-Shiny using daily load datasets provided by the Greek Independent Power Transmission Operator (I.P.T.O.). A presentation of the thesis' results can be found at the following website:
iNaturalist-2019
iNaturalist 2019 at FGVC6 Fine-grained classification spanning a thousand species
MLND-P6-Capstone-Project-Movie-Review-Sentiment-Analysis
Udacity Machine Learning Nanodegree Capstone Project - Movie Review Sentiment Analysis, Classify the sentiment of sentences from the Rotten Tomatoes dataset
Time-Series-Analysis-and-Forecasting-Summary
TMDB-Box-Office-Prediction
In this competition, you're presented with metadata on over 7,000 past films from The Movie Database to try and predict their overall worldwide box office revenue.
Tweepy-MongoDB-Twitter-Streamer
A small generic python program to download tweets from current Twitter Stream using Twitter API and save them to a MongoDB database
praxitelisk's Repositories
praxitelisk/Greek-Electric-Load-Forecasting-IPTO
This repo contains the code for my postgraduate thesis dealing with Short-term Load Forecasting, predicting the electric load demand per hour in Greece, developed in R, RStudio, R-markdown and R-Shiny using daily load datasets provided by the Greek Independent Power Transmission Operator (I.P.T.O.). A presentation of the thesis' results can be found at the following website:
praxitelisk/MLND-P6-Capstone-Project-Movie-Review-Sentiment-Analysis
Udacity Machine Learning Nanodegree Capstone Project - Movie Review Sentiment Analysis, Classify the sentiment of sentences from the Rotten Tomatoes dataset
praxitelisk/Tweepy-MongoDB-Twitter-Streamer
A small generic python program to download tweets from current Twitter Stream using Twitter API and save them to a MongoDB database
praxitelisk/DAND-P0-Bay-Area-Bike-Share-Data-Analysis
Bay Are Bike Share Data Analysis, an optional project, part of Udacity's Data Analysis Nanodegree.
praxitelisk/DLND-P1-Image-Classification
Deep Learning neural network for CIFAR-10 dataset image classification
praxitelisk/Hackerrank
My Hackerrank Solutions
praxitelisk/Hospital-OWL-Ontology
Creating an OWL Ontology for a Hospital
praxitelisk/Hospital-RDF-Ontology
This repo contains a simple RDF ontology for a general type of Hospital
praxitelisk/HousePricesAdvanceRegressionTechniques
Predict sales prices and practice feature engineering, RFs, and gradient boosting
praxitelisk/Kaggle-Quora-Insincere-Questions-Classification
handle toxic and divisive content with Deep Learning. Quora wants to tackle this problem head-on to keep their platform a place where users can feel safe sharing their knowledge with the world.
praxitelisk/Microsoft-Malware-Prediction
Can you predict if a machine will soon be hit with malware?
praxitelisk/MLND-P0-Titanic-Survival-Exploration
Titanic Survival Exploration, part of Udacity's Machine Learning Nanodegree.
praxitelisk/MLND-P1-Boston-Housing-Prices
Machine Learning Udacity Nanodegree Program, Project 1, Predicting Boston Housing Prices
praxitelisk/DAND-P5-Identify-Fraud-From-Enron-Email
Udacity DAND Project: Identify fraudulent personalities from enron emails and dataset
praxitelisk/MLND-P2-Finding-Donors
Finding Donors for CharityML. A part of the Machine Learning Engineer Nanodegree Program
praxitelisk/MLND-P3-Customer-Segments
Investigating the UCI repository Wholesale customers Data Set, applying dimensionality reduction techniques and producing the optimal clusters that represent the dataset
praxitelisk/MLND-P5-Dog-Breed-Classifier
This is a Convolutional Neural Networks (CNN) project! In this project. Given an image of a dog, an algorithm will identify an estimate of the canine’s breed.
praxitelisk/DAND-P1-Investigate-a-Dataset
This repo contains my submission for Udacity Data Analysis nanodegree project #1 "Investigate a Dataset"
praxitelisk/DAND-P2-Wrangle-OpenStreetMap-Data-SQL
Used data wrangling techniques to assess the quality of London City OpenStreetMap dataset for validity, accuracy, completeness, consistency and uniformity. (Python, SQL, data verification, data cleaning.
praxitelisk/DAND-P3-Explore-and-Summarize-Data
Udacity DAND Project: Explore and Summarize Data, White wine Exploratory data analysis
praxitelisk/DAND-P4-Test-a-Perceptual-Phenomenon
Udacity DAND Project: Test a perceptual phenomenon, analyzing the Stroop Effect comparing the statically significant difference between groups exposed in different aspects of the Stroop effect using inferential statistics
praxitelisk/DAND-P6-Create-A-Tableau-Story
In this data analysis project, I have explored the Prosper dataset and used Tableau to create my visualizations. Prosper is a peer-to-peer platform that lends money and its goal is to connect people who need money with those people who have the money to invest.
praxitelisk/DLND-P0-My-First-Neural-Network
praxitelisk/DLND-P2-tv-script-generator
Deep Learning Nanodegree - P2-tv-script-generator
praxitelisk/DLND-P3-language-translation
Udacity, nanodegree deep learning project 4, Deep Learning Translation Project
praxitelisk/DLND-P4-face-generation
Udacity Deep Learning Nanodegree Project 5
praxitelisk/NDML-P4-SmartCab
Udacity MLND: Project: Reinforcement Learning - Train a Smartcab to Drive
praxitelisk/OpenCV_Image_Mining
Image Mining with OpenCV libraries and Python
praxitelisk/The-Hello-World-of-Machine-Learning
Working on the classic Hello World example the Iris dataset
praxitelisk/us16-elections-sentiment-analysis-python
US 16 Elections, text and sentiment analysis from tweets on May 25th until May 27th 2016.