“…Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. …”

“…With this book, you'll learn how to use Google's AI-powered cloud services to do everything from creating a chatbot to analyzing text, images, and video. …”

“…Initially written for Python as Deep Learning with Python by Keras creator and Google AI researcher François Chollet and adapted for R by RStudio founder J. …”

“…Deep Learning with Python, second edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library. Written by Google AI researcher François Chollet, the creator of Keras, this revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. …”

Tabla de Contenidos: “…Chapter 5: Google Cloud Solutions for Data Management -- Understanding the data journey -- Acme e-commerce - case study -- Exploring types of data -- Elaborating on Google Cloud solutions for data management -- Data pipelines -- Data lakes -- Data warehouses -- Business intelligence tools -- Summary -- Chapter 6: Machine Learning and Artificial Intelligence on Google Cloud -- AI overview and Google's contribution -- Considerations when building AI models -- Defining the problem -- Collecting the datasets -- Preparing the data -- Select the model and train it -- Evaluating the model -- Deploying the model -- Monitoring the model -- Google Cloud solutions for ML and AI -- Vertex AI and its associated services -- ML APIs -- AI business solutions -- Generative AI -- PaLM for text -- PaLM for chat -- Chirp for speech -- Imagen for text to image -- The embeddings API for text to image -- Codey -- Google AI Studio -- Gemini -- Summary -- Part 3: Infrastructure and Platform Modernization -- Chapter 7: Modernizing IT Infrastructure with Google Cloud -- The challenges with legacy infrastructure in the modern world -- Acme Inc. - buying servers -- The value of modernizing infrastructure with cloud technologies -- Agility -- Scalability -- Resilience -- Security -- The differences between hybrid and multi-cloud -- The evolution of computing from VMs to containers to serverless -- Summary -- Chapter 8: Modernizing Applications with Google Cloud -- The evolution of application development -- Acme Inc-development case study -- The benefits of cloud-native application development -- Google Cloud solutions for hosting applications -- Google Compute Engine (GCE) -- Google Cloud VMware Engine (GCVE) -- Sole-tenant nodes -- Kubernetes Engine (GKE) -- Cloud Run -- Artifact Registry -- Cloud Build -- App Engine -- Cloud Functions -- Summary -- Chapter 9: The Value of APIs…”

Tabla de Contenidos:

“…Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. …”