ML & data engineering

In this ML & data engineering section, you will discover useful techniques to train your models, generate synthetic datasets or to perform advanced feature extraction:

Edge Impulse Python SDK

• Using the Edge Impulse Python SDK with TensorFlow and Keras

• Using the Edge Impulse Python SDK with Hugging Face

• Using the Edge Impulse Python SDK with Weights & Biases

• Using the Edge Impulse Python SDK with SageMaker Studio

• Using the Edge Impulse Python SDK to upload and download data

Labeling

• Label image data using GPT-4o

Generate synthetic datasets

• Generate image datasets using Dall·E

• Generate keyword-spotting datasets

• Generate physics simulation datasets

Other tutorials

• FOMO self-attention