Overview
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Get introduced to TensorFlow and machine learning. Learn how you can leverage your JavaScript skills to create a machine learning project.
Syllabus
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Introduction
- Learning TensorFlow
- Course prerequisites
- Introduction to TensorFlow
- Differences between versions
- Introduction to machine learning
- A TensorFlow demo
- Initial project creation with TensorFlow
- Your first tensor
- Tensors and variables
- Operations, or ops
- Model introduction
- Layers introduction
- Import example project
- Exploration of the dataset
- Exploration of the models and layers
- Exploration of training the model
- See the live example
- Use Python-based models in JS
- Convert SavedModel to web
- Next steps
