Day01
TensorFlow & Keras foundations
Morning
Installation, tensors, Keras Sequential & Functional API.
Afternoon
First models: regression and classification.
Any questions?
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Intensive course · 35 hours
Intensive
TensorFlow & Keras.
Master TensorFlow 2 and Keras in 5 days: from simple models to Deep Learning architectures (CNN, RNN) and production deployment, with a complete final project.
05d
Intensive days
35 hours
35 hours
Project
A complete
Deep Learning model
Deep Learning model
100%
Hands-on +
deployment
deployment
— Programme
5 days to master Deep Learning
Day02
Machine Learning with TensorFlow
Morning
tf.data pipelines, normalisation, data preparation.
Afternoon
Evaluation, overfitting, callbacks and early stopping.
Day03
Deep Learning & CNNs
Morning
Deep neural networks (MLP) and CNN architectures.
Afternoon
Computer vision and regularisation techniques.
Day04
Sequences & deployment
Morning
RNN, LSTM, GRU and sequence processing.
Afternoon
Transfer Learning and deployment (TensorFlow Serving, Lite, JS).
Day05
Final project & presentation
Morning
Complete project (vision, NLP or tabular, your choice).
Afternoon
Presentation, code review and certificate of completion.
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Ready to master Deep Learning with TensorFlow?