Скачать или смотреть Time Series Slicing, Interpolations & Joins [DATA SCIENCE AT SCALE WITH VERTICAPY]

We all faced very complex problems when dealing with Time Series.
How to deal with irregular slice times ?
How to join two Time Series ?
How to prepare the data for time series models ?
We will show you different techniques to prepare Time Series and to solve all their challenges.

Hands-on: We will use the smart meters dataset. We will prepare the dataset using time series slicing, interpolation & gap filling. We will join it with the region's weather dataset. We will also use Time Series joins to show an efficient way to deal with irregular time series.

Chapters:

0:00 Intro
0:38 Challenges with Irregular Time Series
2:27 Solution - Time Series Join
2:49 Solution - Time Series Slicing & Interpolation
3:22 Interpolation Types
4:00 Hands-on
6:56 Thank-you

VerticaPy Installation Guide: https://www.vertica.com/python/instal...

Notebook: https://github.com/vertica/VerticaPy/...

Datasets: https://www.vertica.com/python/exampl...

Presenter: Badr Ouali
VerticaPy Website: https://www.vertica.com/python/

LinkedIN:   / verticapy  
Music: https://www.bensound.com - Creative Minds
Photos: https://www.unsplash.com

software: #verticapy #vertica
topics: #timeseries #joins #slicing #datascience #machinelearning #interpolations #backfill #firstfill #linear