VicenteYago's repositories
steam-data-engineering
A data engineering project with Airflow, dbt, Terrafrom, GCP and much more!
ARSET-cropClassification
Crop Classification with Sentinel 1/2 - NASA ARSET Training: https://appliedsciences.nasa.gov/join-mission/training/english/arset-agricultural-crop-classification-synthetic-aperture-radar-and
ET.PenmanMonteith
ET.PenmanMonteith: A package for calculate daily Penman-Monteith Evapotranspiration from hourly data
soil_moisture_dataset
Based on OPTRAM model
deployingMLinR
Deploying ML models in R: from package building to REST services.
IoTWeatherStation
IoT Weather Station implementation from sensor deploy to visualization.
personal_portfolio
Nice projects for self-learning
UMUR-webScraping
Material para la charla corta de webScraping de UMUR.
adult-classification
Binary classification for Adult Income dataset. The final model is available as a REST API using Flask
bme280-MQTT
Arduino code to connect a bme280 sensor with an MQTT broker
coinbase-streaming
Good streaming stuff
CustomWeatherStation
Weather station build with a Raspberry Pi
Greenhouses4.0-ML
Data analysis and modelling of a 4.0 greenhouses through automatic time series forecasting models. The validation has been computed in two scenarios, ex ante and ex post. As a case study an alert system for broccoli crops is presented.
Intro2StatLearning
Notes and exercises about An Introduction to Statistical Learning
meteoForecast
A R package for obtain weather forecasts from openWeather, weatherbit & AEMET
mini-DS-proyects
Short proyects to sharp data skills.
ml-flask-docker
Deploy ML model using flask, docker, and cloud run.
ML-time-series-forecast
One shot multivariable multistep MLP + Forward Validation
river_overflow
River overflow in Cataluña, using sentinel2 data and xarray.
sensorsUtils
R package for simplify common operations on sensors
simpleWeatherStation
Simple local weather station based on ESP8266 board (WEMOS D1 MINI) and BME280 sensor. The information is displayed on a ILI9341 TFT screen.
timeSeries-LSTM
Multivariate Time Series Forecasting with LSTMs in Keras