Automate your ML Pipeline
Louis Moreau will show you how to create complete automated data pipelines so you can work on your active learning strategies. To create your first data source, we will be using an S3-compatible open-source solution that you can install locally on your laptop and expose publicly. Then, we will see how to set up your labeling strategy. Finally, we will configure the pipeline so it can automatically refresh the data explorer, train your model, create a new version of your project, build a library and notify you when it is ready.
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Embedded ML: The New Secret Weapon to IoT Success
Attempting to add-on AI and ML modeling to existing IoT networks delivers marginal results compared to when it's designed into the architecture. Organizations that have accomplished this in their IIoT/IoT architectures can support model processing in multiple stages of their solution while reducing networking throughput and latency, making everything more purposeful and even more secure.
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