Bench Talk

Bench Talk for Design Engineers | The Official Blog of Mouser Electronics

A Robust Experimentation Environment for Success

On August 9, 2024 in All, Computing, General by Becks Simpson

Ensuring that an experimentation environment is structured to allow quick iteration on ML models and data is crucial for successful projects that produce robust and trustworthy results.

Tagged With: data for ml, data quality, experimentation environment, machine learning, machine learning model, poc, proof of concept

Edge Impulse Fundamentals Part Five

On August 30, 2023 in All, Computing, Dev Tools, General, Open Source by Mike Parks

Part 5 of the Edge Impulse Fundamentals series looks at the processes and tools Edge Impulse provides to analyze ML model performance.

Tagged With: bias-variance trade-off, confusion matrix, edge device, edge impulse, edge impulse studio, f1 score, machine learning model, neural network, overfitting, underfitting

Edge Impulse Fundamentals Part Four

On July 25, 2023 in All, Computing, Dev Tools, General, Open Source by Mike Parks

Part 4 of the Edge Impulse Fundamentals series looks at the learning and output blocks that create the impulse workflow.

Tagged With: decision trees, edge device, edge impulse, edge impulse studio, learning blocks, machine learning model, neural network, processing blocks, real-time edge inferencing, vector machines

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