Tag: Data and analytics

convergence of the physical and the digital
Insights

IoT Series – Embedded Linux Fundamentals

We often get brought on board to help productise ‘IoT’ (that’s Internet of Things, if you have somehow managed to escape the acronym) devices, and depending on the domain it’s often a Linux based device. Something we commonly see is that developers who are entering the embedded Linux space from the server or desktop direction are carrying over patterns from there out of habit.

FBProphet Time Series Forecasting
Insights

Time Series Forecasting with FBProphet

Traditional approaches like SARIMA models often require manual data pre-processing steps (e.g. differencing to make the data stationary). In addition, these models are not allowed to add additional domain knowledge to improve precision. For solving these problems, Facebook researchers recently released FBProphet.

Experimentation with hardware
Insights

Using data to drive improvements through experimentation

Much of the world’s data is generated online, which has the advantage of being easy to collect. However, before data can be used, it needs to be turned into information by being organised and processed in the right context. Getting data analytics right can be challenging.

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