Time Series Algorithms Recipes: Implement Machine Learning and Deep Learning Techniques with Python

© Akshay R Kulkarni, Adarsha Shivananda, Anoosh Kulkarni, V Adithya Krishnan 2023

A. R. Kulkarni et al.Time Series Algorithms Recipeshttps://doi.org/10.1007/978-1-4842-8978-5_1

1. Getting Started with Time Series

Akshay R Kulkarni¹  , Adarsha Shivananda², Anoosh Kulkarni³ and V Adithya Krishnan⁴

(1)

Bangalore, Karnataka, India

(2)

Hosanagara, Karnataka, India

(3)

Bangalore, India

(4)

Navi Mumbai, India

 

A time series is a sequence of time-dependent data points. For example, the demand (or sales) for a product in an e-commerce website can be measured temporally in a time series, where the demand (or sales) is ordered according to the time. This data can then be analyzed to find critical temporal insights and forecast future values, which helps businesses ...