Skill

Visualize to Avoid CNN Overfitting with TensorFlow

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn to spot overfitting in our CCN models and prevent it using TensorFlow. We're going to be practicing with model performance visualization, then practice techniques that can make sure our models stay robust and reliable.

Recommended Experience

Basic understanding of Python programming
Familiarity with CNNs
Experience with data visualization

Related certifications

None at this time

Related Job Functions

Machine learning engineer
Data scientist
Deep learning engineer

Jeff Kish has over 15 years of IT experience, focusing mainly on core infrastructure and data center technologies. He holds a number of Cisco certifications, including CCIEs in Routing and Switching and Data Center. He also focuses on network programmability and software-defined networking.

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Skill Outline

1. Explore Overfitting (8:08)
2. Load Dataset (7:29)
3. Challenge 1: Build and Train a Baseline Model from Pseudocode (14:04)
4. Challenge (11:08)

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