by Modzy | Aug 2, 2023 | Uncategorized
Choosing the right infrastructure for your production ML can impact the performance, scalability, cost, and security of models. When it comes to deploying machine learning models in production, choosing the right infrastructure is crucial for ensuring the success of...
by Modzy | Jul 18, 2023 | Uncategorized
Presented by the tinyML Foundation: Running and Managing Fleets of Single Board Computers at Scale. The increase of compute power available on single board computers (SBCs) has opened the door to a whole new class of ML-powered applications that can run on the likes...
by Modzy | Jun 22, 2023 | Uncategorized
Learn about the elements you need to build an efficient, scalable edge ML architecture. There are four components that can help bring order to the chaos that is running ML at the edge and allow you to build an efficient, scalable edge ML architecture: Central...
by Modzy | Jun 1, 2023 | Uncategorized
This tech talk explores how you can efficiently use GPU resources for production inference. There are several ways to reduce GPU costs for production AI, including using cost-effective GPU options, using cloud providers, using containerization, using GPU acceleration...
by Modzy | May 18, 2023 | Uncategorized
Speed and efficiency are the name of the game when it comes to production ML, but it can be difficult to optimize model performance for different environments. In this talk, we dive into techniques you can use to make your ML models run faster on any type of...
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