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dotfiles

Default configuration for Le Wagon's students

electricitypricepredictor

Developed a time series model for forecasting day-ahead electricity prices of biding zone DK1 (Denmark) using data from Entsoe and OpenWeatherMap. Model performance is evaluated using walk-forward validation and MAPE/MASE

nyctaxifarepredictor

Predicting taxi fare amount for a given trip in New York City using kaggle dataset. The final product is deployed as web app on Heroku. Web API is also created using Flask in the other repo.

nyctaxifarepredictorapi

Web API of NYC taxi fare predictor. Usage is described in README.md

pagila

PostgreSQL Sample Database

sakilapostgresqlplayground

setups-in-wsl2

sparkify-s3-spark-s3

ETL script for reading data from s3, processing them using Spark and loading them back to s3 for data analysis team

sparkifyetlcassandra

sparkifyredshift

a ETL pipeline for extracting data from s3, staging themon Redshift and transforming them into fact and dimensional tables for song play analysis

tech-blogs

toolbox

wimlds_emissions

Open data project which I worked on @ Berlin Data Science Lab. Built a classification model to predict how likely a car will fail the emissions test and to schedule ealier test dates for the vehicles that are more likely to fail the inspection.