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) Course Prerequisites
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Classroom Contents
Keras with TensorFlow Course - Python Deep Learning and Neural Networks for Beginners Tutorial
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- 1 ) Welcome to this course
- 2 ) Keras Course Introduction
- 3 ) Course Prerequisites
- 4 ) DEEPLIZARD Deep Learning Path
- 5 ) Course Resources
- 6 ) About Keras
- 7 ) Keras with TensorFlow - Data Processing for Neural Network Training
- 8 ) Create an Artificial Neural Network with TensorFlow's Keras API
- 9 ) Train an Artificial Neural Network with TensorFlow's Keras API
- 10 ) Build a Validation Set With TensorFlow's Keras API
- 11 ) Neural Network Predictions with TensorFlow's Keras API
- 12 ) Create a Confusion Matrix for Neural Network Predictions
- 13 ) Save and Load a Model with TensorFlow's Keras API
- 14 ) Image Preparation for CNNs with TensorFlow's Keras API
- 15 ) Build and Train a CNN with TensorFlow's Keras API
- 16 ) CNN Predictions with TensorFlow's Keras API
- 17 ) Build a Fine-Tuned Neural Network with TensorFlow's Keras API
- 18 ) Train a Fine-Tuned Neural Network with TensorFlow's Keras API
- 19 ) Predict with a Fine-Tuned Neural Network with TensorFlow's Keras API
- 20 ) MobileNet Image Classification with TensorFlow's Keras API
- 21 ) Process Images for Fine-Tuned MobileNet with TensorFlow's Keras API
- 22 ) Fine-Tuning MobileNet on Custom Data Set with TensorFlow's Keras API
- 23 ) Data Augmentation with TensorFlow' Keras API
- 24 ) Collective Intelligence and the DEEPLIZARD HIVEMIND
