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Prediction on energy consumptions of the city of Seattle in order to reach its goal of being a carbon neutral city in 2050.

License: GNU General Public License v3.0

Jupyter Notebook 100.00%
carbon-emissions elasticnet-regression energy-consumption feature-engineering folium-maps gradient-boosting knn-regression lasso-regression linear-regression machine-learning random-forest-regressor ridge-regression support-vector-machines

predictions_on_energy_consumption_in_seattle's Introduction

Hello hello 👋☺️

  • I’m Firat.
  • I'm a Cloud Architect and Backend Developer at Bloomind, an IT company in France.
  • I design and deploy cutting-edge cloud solutions written in Python via Terraform, mainly on GCP and Azure.
  • My work involves creating robust web applications, intuitive dashboards, and efficient backend pipelines, enabling seamless data processing and driving actionable insights using Python and SQL.
  • I’m interested in Software Engineering (Python), Machine Learning, Mathematics and everything related to them. I speak French, English and Pythonish. I’m currently learning Scala and Haskell.
  • You can reach me at fyasar dot fr at gmail dot com

My Backend projects

  1. Software Design for Python // In progress.

My Adventure in Functional Programming

  1. Scala is cool // Private. Ask for access.

My Courses on Python, Data, Machine Learning & Cloud

These are the courses that I give on different subjects.

  1. Natural Language Processing via Deep Learning
  2. Introduction to Data Engineering
  3. Software Design for Python // In progress.

My Data Engineering & Cloud Projects

  1. AWS Continuous Integration via GitHub Actions
  2. ML model deployed on GCP via Flask
  3. Data Engineering via Databricks // Private. Ask for access.

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