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Explore Time Series Data: Ingest and Collect with Telegraf and InfluxDB

Explore Time Series Data: Ingest and Collect with Telegraf and InfluxDB

53mIntermediate2022-09-26

Authors

Samantha Wang

Samantha Wang

Product Manager at InfluxData (InfluxDB)

Course details

Do you need to learn about time series data and enable the ingestion and collection of that data? The Telegraf tool within InfluxDB can make your life a lot easier, and in this course, verified InfluxDB University Instructor Samantha Wang shows you how. Samantha presents an overview of time series data, then dives into data ingestion and collection using Telegraf. She explains what time series data is, how it’s used, and why it’s important, as well as the benefits of data collection. Samantha introduces you to Telegraf and walks you through how to get started using it. She covers inputting your data and demonstrates Telegraf input plugins and JSON parser configuration. Samantha also goes over how to use Telegraf processors and aggregators to transform your data. Plus, she steps through ways to output your data with Telegraf and shares resources for learning more.

Skills covered

InfluxDBInfluxDataData AnalysisData ScienceBusiness Analysis and StrategyBusiness Software and ToolsOne-Off

Concepts

0. Introduction

  • 01 - Time series data collection using Telegraf

1. Time Series Data

  • 02 - What is time series data and how is it used
  • 03 - Importance of data collection for time series data
  • 04 - Benefits of data collection at the edge

2. Telegraf Overview

  • 05 - What is Telegraf and why use it
  • 06 - The importance of open source with Telegraf

3. Getting Started with Telegraf

  • 07 - Telegraf plugin ecosystem
  • 08 - Telegraf settings and configuration
  • 09 - Line protocol overview

4. Inputting Your Data with Telegraf

  • 10 - Inputting your data
  • 11 - Telegraf input plugins demo
  • 12 - Telegraf JSON parser configuration demo

5. Transforming Your Data with Telegraf

  • 13 - Transforming time series data
  • 14 - Telegraf processor demo
  • 15 - Telegraf aggregator demo

6. Outputting Your Data with Telegraf

  • 16 - Outputting your data
  • 17 - Sending your data to InfluxDB
  • 18 - Dual writing your data
  • 19 - Exploring your data in InfluxDB

Conclusion

  • 20 - Next steps - Telegraf resources and community

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