Feedback Loops for Smart Automation
July 8th, 2020
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Operations Research is an area focused on mathematical optimization. It's not hyped as Machine Learning, but it has as much impact on business value for data-intensive companies. At a high-level, it works by providing an objective that will be optimized given a set of resource restrictions. In this post we go through the value of Operations Research from a business perspective without going into its technicalities to keep it useful to a broader audience, and actionable recommendations for these types of projects.
Often people building systems for clients over-engineer or over-complicate the building of simple dashboards. Often off-the-shelf solutions can be combined, through clever design, to provide clients with the value they need without you having to build everything from scratch. In this course we show you how to build a real-time dashboard that shows predictions coming from Machine Learning systems for time-series forecasting. By the end of the course you will have built a complex, real-time visualization system.