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.

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)

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.

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.

spam-classification-a-comparison-of-4-embedding-methods

Comparing 4 word embedding techniques (TF-IDF, Word2vec, Doc2vec, RNN) in a Spam classification example.

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.

web-scraping-from-youtube

Two methods to retrieve data and info from videos of different Youtube channels, exploiting API keys.