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Tuya Cloud: monitoring using bash
Connecting to the Tuya Cloud, to monitor a set of home IoT devices. Recently I bought a set of Silvercrest/Lidl Homesmart devices.
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Dataminds Connect: The Synapse Keynote
We (@WesleyBackelant & I) were honored to do the Keynote at Dataminds Connect. Since it was not the usual Keynote, we did a demo (no slides).
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Configuring Apache Spark to oversubscribe the # of cpu cores
Apache Spark by default allocates 1 executor per CPU available on the system, so a 16 core VM will have 16 executors available. This is a sane default setting, each Thread will have a full cpu core available. Azure Databricks follows this convention.
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ML in Production @ AZUG
A repeat of our Machine Learning in Production talk, this time at Azug.be.
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ML in Production @ dataminds.be
@WesleyBackelant and I spoke at dataminds.be meetup on Machine Learning in Production using the Microsoft AI platform. Our talk was mostly focussed on the Team Data Science Process, enabled by Azure Machine Learning services and Azure Databricks with mlflow.