David Moe's repositories
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.
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.
Banking-and-monetary-policy-Analyses
3 Real World Banking Data Analysis/Analytics group projects using python.
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.
Flight-Price-Prediction
EDA and prediction for flight tickets using ML models (Multiple Linear Regression, Decision Tree, Random Forest) in R software.
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.
NLU-keyword-extractor-web-app
Code of a web app & application to extract keywords from a given URL using Natural Language Understanding (NLU/NLP)
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.
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.
Spam-Classification-a-comparison-of-4-embedding-methods
Comparing 4 word embedding techniques (TF-IDF, Word2vec, Doc2vec, RNN) in a Spam classification example.
Web-Scraping-from-Youtube
Two methods to retrieve data and info from videos of different Youtube channels, exploiting API keys.