Skill

Compare ResNet and EfficientNet Pre-Trained Models

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn to build a ResNet model and an EfficientNet model and how to compare their results. We'll be exploring different approaches to building our models and how to analyze performance afterwards.

Recommended Experience

Experience with deep learning and neural networks
Solid understanding of Python programming
Familiarity with pre-trained models

Related certifications

None at this time

Related Job Functions

Machine learning engineer
Deep learning engineer
AI researcher

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 Reduced Food_10 Dataset for Transfer Learning (6:45)
2. Create re-useable custom functions for rapid testing (10:14)
3. Import custom functions from CBT Nuggets GitHub repo (6:08)
4. Double Challenge 🚀🚀 (6:28)
5. Build a tensorflow/resnet model from scratch (9:31)
6. Build a tensorflow/efficientnet model from scratch (8:24)

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