Pinned Repositories
Banking-and-monetary-policy-Analyses
3 Real World Banking Data Analysis/Analytics group projects using python.
BioStats
Some BioStatistics analyses.
DavidAlexanderMoe
Economic-Time-Series-Analysis-and-Forecasting-ARIMA
Economic Time Series Analysis, Prediction and Forecasting using advanced Statistical methods and an ad-hoc estimated ARIMA (SARIMAX) model in R.
Financial-Time-Series-Analysis-and-Forecasting-GARCH-models
Stock/Financial Time Series Analysis, Prediction and Forecasting using advanced Statistical methods and GARCH volatility-based models in R.
Kidney-Tumor-Detection-End-To-End
Kidney disease classification using a custom VGG-16 CNN, experiments and model monitoring via MLFlow, Pipeline automation with DVC, and Deployment on AWS.
Road-Semantic-Segmentation-with-Unets
Pixel-aware road image semantic segmentation for self-driving cars using different Unet architectures.
Sentiment-Analysis-and-Web-Scraping
Multi-classification Sentiment analysis on Web-Scraped Amazon product reviews using NLP (with nltk, TextBlob, VADER) along with various ML and DL (RoBERTa) models.
Spotify_and_SoundCloud_Playlist_to_WAV_Folder
Python script to download Spotify and SoundCloud playlists to a folder of 1411 kbps WAV cleaned up files.
portfolio-opt-with-BiLSTM-stock-preselection
Portfolio optimization on EuroStoxx 50(SX5E) using a BiLSTM network to perform stock preselection
DavidAlexanderMoe's Repositories
DavidAlexanderMoe/Spotify_and_SoundCloud_Playlist_to_WAV_Folder
Python script to download Spotify and SoundCloud playlists to a folder of 1411 kbps WAV cleaned up files.
DavidAlexanderMoe/DavidAlexanderMoe
DavidAlexanderMoe/Financial-Time-Series-Analysis-and-Forecasting-GARCH-models
Stock/Financial Time Series Analysis, Prediction and Forecasting using advanced Statistical methods and GARCH volatility-based models in R.
DavidAlexanderMoe/Banking-and-monetary-policy-Analyses
3 Real World Banking Data Analysis/Analytics group projects using python.
DavidAlexanderMoe/BioStats
Some BioStatistics analyses.
DavidAlexanderMoe/Economic-Time-Series-Analysis-and-Forecasting-ARIMA
Economic Time Series Analysis, Prediction and Forecasting using advanced Statistical methods and an ad-hoc estimated ARIMA (SARIMAX) model in R.
DavidAlexanderMoe/Flight-Price-Prediction
EDA and prediction for flight tickets using ML models (Multiple Linear Regression, Decision Tree, Random Forest) in R software.
DavidAlexanderMoe/Kidney-Tumor-Detection-End-To-End
Kidney disease classification using a custom VGG-16 CNN, experiments and model monitoring via MLFlow, Pipeline automation with DVC, and Deployment on AWS.
DavidAlexanderMoe/NLU-keyword-extractor-web-app
Code of a web app & application to extract keywords from a given URL using Natural Language Understanding (NLU/NLP)
DavidAlexanderMoe/Road-Semantic-Segmentation-with-Unets
Pixel-aware road image semantic segmentation for self-driving cars using different Unet architectures.
DavidAlexanderMoe/Sentiment-Analysis-and-Web-Scraping
Multi-classification Sentiment analysis on Web-Scraped Amazon product reviews using NLP (with nltk, TextBlob, VADER) along with various ML and DL (RoBERTa) models.
DavidAlexanderMoe/Lunar_Lander_DeepRL
From scratch implementation of DQN, REINFORCE, and DDPG algorithms on OpenAI's LunarLander discrete and continuous environments.
DavidAlexanderMoe/Portfolio-Analysis-with-FFC-model
Analysis using R and Python of a set of ten portfolios composed by unknown UK stocks applying the Fama&French&Carhart 4 factor model.
DavidAlexanderMoe/Spam-Classification-a-comparison-of-4-embedding-methods
Comparing 4 word embedding techniques (TF-IDF, Word2vec, Doc2vec, RNN) in a Spam classification example.
DavidAlexanderMoe/Web-Scraping-from-Youtube
Two methods to retrieve data and info from videos of different Youtube channels, exploiting API keys.