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
This demo is a part of Time Series Lectures from UPSchool Data Science Course.
pip install -r requirements.txt
In order to run the demo
streamlit run main.py
in the root directory.
Kaggle link to dataset in datadirectory used in final part.
