Methods and Tools for Time Series Data Science Problems with InfluxDB

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 was a front end software engineer for over 6 years before she moved into a developer advocate role. She has been with InfluxDB for over 3 years and she looks forward to sharing her knowledge of the platform and databases. She enjoys learning about awesome new technologies and doing at home tech projects to help make her life as well as other people's lives easier. Her passions besides new technology include traveling and gardening.

Open Data Science

 

 

 

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