Useful links Theory: Add papers and theoretical material. Notebooks Fetching metrics data Manipulating and visualizing metrics data Concepts Forecasting Time series data manipulation and visualization pandas library. Modern pandas. Working with time-series. Time Series Analysis in Python Comparing Classical and Machine Learning Algorithms for Time Series Forecasting An overview of time series forecasting models Forecasting: Principles and Practice Jupyter Hub Jupyterhub Forecasting algorithms & Implementations DeepAR example