Alin Preda's Projects
The easiest way to run Airflow locally, with linting & tests for valid DAGs and Plugins.
A multi-language bazel mono-repository for learning/teaching purposes.
This script is used to scrape BoligPortal for ads in bulk.
This project trains a simple unsupervised ML model and uses it to make predictions via API. It uses Sklearn and FastAPI.
A task to clean and transform some data for the purpose of crating a ML dataset for training a binary classifier.
A binary classifier leveraging boosted trees.
ezMake is an easy way to start working on a Data Science project based on Python. By using make, this project can quick-start automation in your workflow.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
A scraper for the website hearthstonetopdecks.com
Scraper for https://hsreplay.net/
This project aims to create a database from the Kaggle Olist dataset which is a collection of CSV files.
Submission for Kaggle contest Pawpularity Contest: https://www.kaggle.com/c/petfinder-pawpularity-score/code
A class that constructs the PERSON entity and holds personal informatio; interacts with Sqlite3 DB.
This is a PySpark ETL extracting data via PokeAPI, transforming it for the purpose of specific analytics and loading raw and transformed results to local storage.
NLP and Scraping using IMDB Data
Example Streamlit app that you can fork to test out share.streamlit.io
This application will scrape a Youtube channel (as of November 2021) for statistical purposes. Also includes code that should ease user into exploration.