Data with Angela

Welcome to the collection of some of my projects, a particle physicist turned data scientist.
Have fun and enjoy exploring around!

Advent of Code

Welcome to the Advent of Code 2023!
An engaging series of daily programming puzzles designed for every coding enthusiast.
This repository hosts my solutions.


Netflix
Daily Top 10


Netflix
Daily Top 10

Exploring Daily Netflix Top 10 Movie/TV Shows in the US (2020 - Mar 2022) through EDA, addressing missing data for data visualizations and beyond.


Autoencoder Explorations

A comprehensive code repository for building and experimenting with autoencoders, exploring various architectures and applications in data compression, denoising, and feature extraction.


SQL Challenges


Instagram

Explore a MySQL project replicating Instagram's structure for practical business data analysis.


PPG Signals
Time Series Regression

The PPG Signal Analysis Project develops machine learning and deep learning models for the regression of continuous target labels from photoplethysmography (PPG) signals, employing scripts for comprehensive data exploration and preprocessing, visualization, and regression model implementation.