Skill

Build TensorFlow Hub Feature Extraction Models

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn to extract useful features from data for later tasks with models from TensorFlow Hub, then optimize models with callback strategies.

Recommended Experience

Familiarity with TensorFlow and Keras
Experience with machine learning and neural networks
Solid understanding of Python programming

Related certifications

None at this time

Related Job Functions

Machine learning engineer
Data scientist
AI developer

Jonathan Barrios brings over a decade of teaching experience to deliver cutting-edge programming, data analytics, data science, and machine learning skills to CBT Nuggets.

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Skill Outline

1. Clone and Create Reduced Food_10 Dataset (16:03)
2. Apply Data Augmentation (9:28)
3. Create a custom function to build Keras models simply using URLs 🎉 (8:00)
4. Build, compile, and train resnet_model (6:30)
5. Challenge (6:23)

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