By Packt Publishing | in eBooks
Google Cloud Platform (GCP) is one of the leading cloud service suites and offers solutions for storage, analytics, big data, machine learning, and application development. It features an array of services that can help organizations to get the best out of their infrastructure. This comprehensive guide covers a variety of topics specific to Google's Professional Cloud Architect official exam syllabus and guides you in using the right methods for effective use of GCP services.
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By Packt Publishing | in eBooks
Google Cloud Machine Learning Engine combines the services of Google Cloud Platform with the power and flexibility of TensorFlow. With this book, you will not only learn to build and train different complexities of machine learning models at scale but also host them in the cloud to make predictions. This book is focused on making the most of the Google Machine Learning Platform for large datasets and complex problems. You will learn from scratch how to create powerful machine learning-based applications for a wide variety of problems by leveraging different data services from the Google Cloud Platform.
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By Packt Publishing | in eBooks
Cognitive services are the new way of adding intelligence to applications and services. Now we can use Artificial Intelligence as a service that can be consumed by any application or other service, to add smartness and make the end result more practical and useful. Google Cloud AI enables you to consume Artificial Intelligence within your applications, from a REST API. Text, video, and speech analysis are among the powerful machine learning features that can be used. This book is the easiest way to get started with the Google Cloud AI services suite and open up the world of smarter applications.
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By Packt Publishing | in eBooks
With the ongoing data explosion, more and more organizations all over the world are slowly migrating their infrastructure to the cloud. These cloud platforms also provide their distinct analytics services to help you get faster insights from your data. This book will give you an introduction to the concept of analytics on the cloud, and the different cloud services popularly used for processing and analyzing data. If you’re planning to adopt the cloud analytics model for your business, this book will help you understand the design and business considerations to be kept in mind, and choose the best tools and alternatives for analytics, based on your requirements.
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By Packt Publishing | in eBooks
On-premise data centers are costly to manage. If you need a data center but don’t want to deal with a physical one, Google Cloud Platform (GCP) is the solution. With GCP, you can build, test, and deploy applications on Google’s infrastructure. Google Cloud Platform Administration begins with GCP fundamentals, with the help of which you will deploy your first app and gain an understanding of Google Cloud architecture and services. Furthermore, you will learn how to manage Compute, networking, and storage resources. As you make your way through the book, you will learn how to track and manage GCP’s usage, monitoring, and billing access control.
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By Packt Publishing | in eBooks
Google Cloud Platform is a cloud computing platform that offers products and services to host applications using state-of-the-art infrastructure and technology. You can build and host applications and websites, store data, and analyze data on Google's scalable infrastructure. This book follows a recipe-based approach, giving you hands-on experience to make the most of Google Cloud services. By the end of this book, you'll have a complete understanding of how to implement Google Cloud services in your organization with ease.
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By Packt Publishing | in eBooks
Google Cloud Platform (GCP) provides autoscaling compute power and distributed in-memory cache, task queues, and datastores to write, build, and deploy Cloud-hosted applications. With Google Cloud Platform for Developers, you will be able to develop and deploy scalable applications from scratch and make them globally available in almost any language. This book will guide you in designing, deploying, and managing applications running on Google Cloud. By the end of this book, you’ll be well-versed with all the development tools of Google Cloud Platform, and you’ll develop, deploy, and manage highly scalable and reliable applications.
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By Packt Publishing | in Online Courses
Would you like to gain technical knowledge about the Google Cloud Platform? The Google Cloud Platform is big news at the moment. If you learn it now in a practical way, you will not only ace that interview and perform well in your job, but you will be able to troubleshoot in a more efficient way. After all, applied knowledge is power, right? In this course, you will learn IAM, Google Cloud Compute Engine, VPC, CDN, Loadbalancing, Autoscaling, Cloud SQL, Spanner, Buckets, and Datastore with hands-on demos. More contents like Pub/Sub, App Engine, Stackdriver, and so on, will be added in the near future.
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By Packt Publishing | in eBooks
Using a public cloud platform was considered risky a decade ago, and unconventional even just a few years ago. Today, however, the use of the public cloud is completely mainstream - the norm, rather than the exception. Several leading technology firms, including Google, have built sophisticated cloud platforms, and are locked in a fierce competition for market share. The main goal of this book is to enable you to get the best out of the GCP, and to use it with confidence and competence. By the end of this book, you will be able to make the most out of Google Cloud Platform design.
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By Packt Publishing | in Online Courses
TensorFlow has become the first choice for deep learning tasks because of the way it facilitates building powerful and sophisticated neural networks. The Google Cloud Platform is a great place to run TF models at scale, and perform distributed training and prediction. This course shows you how to use Google Cloud to train TensorFlow models and use them to predict results for multiple users. You will learn to efficiently train neural networks using large datasets and to serve your training models. By the end of the course, you will be an expert at training and serving neural models, and beyond.
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