Skill

Improve CNN Model Performance with TensorFlow

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn how to dig into our CNN model and improve its performance. We'll practice the skills for building, optimizing, and validating CNN models that are more accurate and more efficient.

Recommended Experience

Basic understanding of Python programming
Experience with data preprocessing and model evaluation
Familiarity with building CNNs

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. Baseline Model (24:00)
2. CNN Model (7:41)
3. Improvements (9:51)
4. Challenge (14:33)

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