Feedback Loops for Smart Automation
July 8th, 2020
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Data Engineering focuses storing and moving data between processes, just like house water pipelines transport water from streets to showers and back. If you're tackling complex problems and you're not using appropriate tooling, your risk failure increases. Some processes may be senstive to data quality while others may be sensitive to speed, volume, or other properties. In this post you will learn the top tools and techniques for different use cases, and trade-offs between them from a business perspective.
In our course "Building a Time-Series Forecasting System" we show how to create the time-series forecasting system that we will use in this course to build a Failure Prevention System. The principles apply all the same with any time-series forecasting system you may want to use, as long as it supports multi-variate time-series forecasts in real-time. By the end of the course, you'll be equipped to use a system like this within your company to reduce your workloads when it comes to fixing your own systems.