UPSchool Data Science Course - Time Series and Regression

This repository contains material from Time Series week of UPSchool Data Science Course. Contents are:

• Day 1: Introduction to Time Series and statistical methods for analysis/forecasting. notebooks/1-intro.ipynb
• Day 2: Linear Regression with OLS method. Extension to basis functions and polynomial features. Presented as Streamlit demo.
• Day 3: Live coding session on Istanbul Dam Water Reserve Data. notebooks/2-baraj.ipynb

Linear Regression and Time Series Streamlit Demo

This demo is a part of Time Series Lectures from UPSchool Data Science Course.

pip install -r requirements.txt

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In order to run the demo

streamlit run main.py

in the root directory.

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Kaggle link to dataset in datadirectory used in final part.