Methods and Tools for Time Series Data Science Problems with InfluxDB, an Open-Source Time Series Database

Abstract: 

In this talk, we’ll explore the ways a time series platform supports data scientists. We’ll learn how you could use Telegraf open source collection agent to perform forecasting at the edge. We’ll explore how you can use Flux query language to prepare and clean your data as well as some preliminary data analysis. Next, we’ll learn about integrations with Jupyter and Zeppelin notebooks. Finally, we’ll cover some statistical properties of time series and some general recommendations for forecasting and anomaly detection algorithm selections.

Bio: 

Zoe Steinkamp is a Developer Advocate for InfluxData. She is new to the developer advocate role. She has worked for InfluxData as a front end software engineer for over two years. Before InfluxData, she worked as a front end engineer for over 5 years in the original AngularJS. She originally went to a bootcamp for training in Python. Her favorite activities outside of work include traveling and gardening.

Open Data Science

 

 

 

Open Data Science
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