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Artificial Intelligence and Machine Learning
Your First Neural Network with Keras
Two days to training an image classifier
A two-day classroom workshop on Keras 3's own introduction for engineers: setup, a first example — a convolutional network on the MNIST digits — writing custom components, and training on your own data sources. This workshop prepares for no exam.
5Modules
IntermediateLevel
2 daysDuration
COURSE THUMBNAIL
What you will be able to do
Build and train a small neural network
Evaluate it and save it for reuse
Feed a model from your own data
Course outline
01
Introduction and setup: Keras 3 and its backends
02
A first example: an MNIST convnet
03
Training, evaluating and saving the model
04
Writing cross-framework custom components
05
Training models on arbitrary data sources
Tools you will use
KerasPythonJupyter Notebook
What you need
Basic Python
Basic use of NumPy helps
