Skill

Implement Fine-Tuning with TensorFlow Hub Models

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn how to take a pre-trained model and adjust its layers (typically its deeper layers) on a new dataset. We're exploring fine-tuning our models, and how we can make sure our models are well-suited to our data.

Recommended Experience

Familiarity with TensorFlow Hub
Experience with machine learning principles like classification and model training
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. Explore Fine-Tuning (6:02)
2. Explore Food_10 Dataset (5:46)
3. Import custom functions with !wget or !clone (4:33)
4. Create ResNet50 Model (13:07)
5. Challenge (9:11)

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