Dattaraj Rao
Broschiertes Buch

Keras to Kubernetes

The Journey of a Machine Learning Model to Production

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Build a Keras model to scale and deploy on a Kubernetes clusterWe have seen an exponential growth in the use of Artificial Intelligence (AI) over last few years. AI is becoming the new electricity and is touching every industry from retail to manufacturing to healthcare to entertainment. Within AI, we?re seeing a particular growth in Machine Learning (ML) and Deep Learning (DL) applications. ML is all about learning relationships from labeled (Supervised) or unlabeled data (Unsupervised). DL has many layers of learning and can extract patterns from unstructured data like images, video, audio, ...