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Provide exploratory data analysis of the water level dataset from the Three Gorges dam in China as well as develop a machine learning model to forecast upstream water levels.

License: MIT License

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dam exploratory-data-analysis forecasting forecasting-models forecasting-time-series machine-learning machine-learning-modeling machine-learning-models plotly python

dam-waterlevel-prediction's Introduction

Magandang araw 👋!


🧑🏽‍💻 I'm JP, a data scientist based in the Philippines 🇵🇭.
⚙️ I'm interested in bridging AI and epidemiology.
🗣️ I speak Python, R, and a bit of SQL and JavaScript (particularly D3.js).
🌏 On my spare time, I learn languages: Estoy practicando mi español castellano y LATAM. ¡Pero estoy llegando allí!

Here are some of the projects that I worked on so far:

  1. Customer churn analysis of a telco dataset
  2. Dam water level data analysis and prediction
  3. Simple agent-based modeling of cow grazing over a square lattice
  4. Exploratory data and network analyses of a real-world sexual network
  5. Forecasting dengue cases in Metro Manila, Philippines using RNNs
  6. Simple d3.js-based COVID-19 dashboard for the Philippines 🇵🇭

Let's connect!

Reach me at my socials or shoot me an email at jprmaulion[at]gmail[dot]com. 🫶🏾

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