Skill

Build a Computer Vision Model with TensorFlow

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn to use TensorFlow to build a computer vision model. We'll practice preparing data sets, developing a model, and training it to accurately recognize and classify images.

Recommended Experience

Familiarity with data exploration and visualization
Basic understanding of Python programming
Some experience with basic machine learning concepts

Related certifications

None at this time

Related Job Functions

Machine learning engineer
Data scientist
Computer vision 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 the Food 101 dataset on Kaggle (5:06)
2. Explore the modified ramen sushi dataset (9:23)
3. Load dataset using ImageDataGenerator (14:31)
4. Challenge (26:30)

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