├── Chapter 1 - BigData & Artificial Intelligence.ipynb ├── Chapter 2 - Machine Learning.ipynb ├── Chapter 3 - Handling Unstructured Data.ipynb ├── Chapter 4 - Deep Learning using Keras.ipynb ├── Chapter 5 - Advanced Deep Learning.ipynb ├── Chapter 6 - Cutting-Edge Deep Learning Projects.ipynb ├── Chapter 9 - Machine Learning Development Lifecycle.ipynb ├── Chapter8-simple-nlp-app ├── .DS_Store ├── Dockerfile ├── app.py ├── imdb_nlp.h5 └── requirements.txt ├── Dattaraj_Timeseries_Analysis_AWS_Gluon_Delhi_pollution.ipynb ├── Dockerfile ├── Keras 2 Kubernetes_ NLP Generative Networks .ipynb ├── Keras_2_Kubernetes_Chapter_6_Dattaraj_J_Rao_Generative_Adversarial_Networks.ipynb ├── Keras_2_Kubernetes_Chapter_6_Dattaraj_J_Rao_Neural_Style_Transfer_demo.ipynb ├── Keras_2_Kubernetes_Generative Network for Movie titles from IMDB.ipynb ├── MLX Fine-tuning SQL generate on Mac M3 DEMO.ipynb ├── MLX Fine-tuning on Mac M3 DEMO.ipynb ├── Readme.md ├── TensorFlow_CPU_vs_GPU_times.ipynb ├── TensorFlow_Keras_examples.ipynb ├── app.py ├── book_image.jpg ├── curl_command.txt ├── data ├── .DS_Store ├── adult.data.csv ├── house.price.csv ├── house.sale.csv ├── wine.data.csv └── winequality-red.csv ├── deploy2k8s.yaml ├── logo.png ├── model.h5 ├── new_monalisa.jpg ├── requirements.txt ├── static ├── .DS_Store └── test.txt └── templates ├── .DS_Store ├── index.html └── index.json /Chapter 1 - BigData & Artificial Intelligence.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dattarajrao/keras2kubernetes/HEAD/Chapter 1 - BigData & Artificial Intelligence.ipynb -------------------------------------------------------------------------------- /Chapter 2 - Machine Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dattarajrao/keras2kubernetes/HEAD/Chapter 2 - Machine Learning.ipynb 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