Hands On Google Cloud Sql And Cloud Spanner

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Hands On Google Cloud Sql And Cloud Spanner

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Author : Navin Sabharwal
language : en
Publisher: Apress
Release Date : 2019-12-19

Hands On Google Cloud Sql And Cloud Spanner written by Navin Sabharwal and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-19 with Computers categories.

Discover the methodologies and best practices for getting started with Google Cloud Platform relational services – CloudSQL and CloudSpanner. The book begins with the basics of working with the Google Cloud Platform along with an introduction to the database technologies available for developers from Google Cloud. You'll then take an in-depth hands on journey into Google CloudSQL and CloudSpanner, including choosing the right platform for your application needs, planning, provisioning, designing and developing your application. Sample applications are given that use Python to connect to CloudSQL and CloudSpanner, along with helpful features provided by the engines. You''ll also implement practical best practices in the last chapter. Hands On Google Cloud SQL and Cloud Spanner is a great starting point to apply GCP data offerings in your technology stack and the code used allows you to try out the examples and extend them in interesting ways. What You'll Learn Get started with Big Data technologies on the Google Cloud Platform Review CloudSQL and Cloud Spanner from basics to administration Apply best practices and use Google’s CloudSQL and CloudSpanner offering Work with code in Python notebooks and scripts Who This Book Is For Application architects, database architects, software developers, data engineers, cloud architects.

Hands On Google Cloud Sql And Cloud Spanner

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Author : Navin Sabharwal
language : en
Publisher: Apress
Release Date : 2019-12-16

Hands On Google Cloud Sql And Cloud Spanner written by Navin Sabharwal and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-16 with Computers categories.

Discover the methodologies and best practices for getting started with Google Cloud Platform relational services – CloudSQL and CloudSpanner. The book begins with the basics of working with the Google Cloud Platform along with an introduction to the database technologies available for developers from Google Cloud. You'll then take an in-depth hands on journey into Google CloudSQL and CloudSpanner, including choosing the right platform for your application needs, planning, provisioning, designing and developing your application. Sample applications are given that use Python to connect to CloudSQL and CloudSpanner, along with helpful features provided by the engines. You''ll also implement practical best practices in the last chapter. Hands On Google Cloud SQL and Cloud Spanner is a great starting point to apply GCP data offerings in your technology stack and the code used allows you to try out the examples and extend them in interestingways. What You'll Learn Get started with Big Data technologies on the Google Cloud Platform Review CloudSQL and Cloud Spanner from basics to administration Apply best practices and use Google’s CloudSQL and CloudSpanner offering Work with code in Python notebooks and scripts Who This Book Is For Application architects, database architects, software developers, data engineers, cloud architects.

Journey To Become A Google Cloud Machine Learning Engineer

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Author : Dr. Logan Song
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-09-20

Journey To Become A Google Cloud Machine Learning Engineer written by Dr. Logan Song and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-20 with Computers categories.

Prepare for the GCP ML certification exam along with exploring cloud computing and machine learning concepts and gaining Google Cloud ML skills Key FeaturesA comprehensive yet easy-to-follow Google Cloud machine learning study guideExplore full-spectrum and step-by-step practice examples to develop hands-on skillsRead through and learn from in-depth discussions of Google ML certification exam questionsBook Description This book aims to provide a study guide to learn and master machine learning in Google Cloud: to build a broad and strong knowledge base, train hands-on skills, and get certified as a Google Cloud Machine Learning Engineer. The book is for someone who has the basic Google Cloud Platform (GCP) knowledge and skills, and basic Python programming skills, and wants to learn machine learning in GCP to take their next step toward becoming a Google Cloud Certified Machine Learning professional. The book starts by laying the foundations of Google Cloud Platform and Python programming, followed the by building blocks of machine learning, then focusing on machine learning in Google Cloud, and finally ends the studying for the Google Cloud Machine Learning certification by integrating all the knowledge and skills together. The book is based on the graduate courses the author has been teaching at the University of Texas at Dallas. When going through the chapters, the reader is expected to study the concepts, complete the exercises, understand and practice the labs in the appendices, and study each exam question thoroughly. Then, at the end of the learning journey, you can expect to harvest the knowledge, skills, and a certificate. What you will learnProvision Google Cloud services related to data science and machine learningProgram with the Python programming language and data science librariesUnderstand machine learning concepts and model development processesExplore deep learning concepts and neural networksBuild, train, and deploy ML models with Google BigQuery ML, Keras, and Google Cloud Vertex AIDiscover the Google Cloud ML Application Programming Interface (API)Prepare to achieve Google Cloud Professional Machine Learning Engineer certificationWho this book is for Anyone from the cloud computing, data analytics, and machine learning domains, such as cloud engineers, data scientists, data engineers, ML practitioners, and engineers, will be able to acquire the knowledge and skills and achieve the Google Cloud professional ML Engineer certification with this study guide. Basic knowledge of Google Cloud Platform and Python programming is required to get the most out of this book.

Python Power A Practical Guide To Programming Through Hands On Projects

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Author : Jefferey Rangel
language : en
Publisher: Lena Whitmore
Release Date : 2025-04-04

Python Power A Practical Guide To Programming Through Hands On Projects written by Jefferey Rangel and has been published by Lena Whitmore this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-04 with Computers categories.

Are you ready to unlock the power of Python? This book is your comprehensive guide to mastering this versatile programming language, from beginner to confident coder. Dive into the fundamentals of Python, learning essential concepts like variables, data types, operators, and control flow. You'll build a strong foundation by working through clear explanations and interactive code examples. The focus is on practical application, so you'll learn by doing, tackling real-world projects that will solidify your understanding. This book caters to anyone eager to learn Python, whether you're a complete novice or have some prior coding experience. No matter your background, you'll find the clear and concise instructions, engaging examples, and hands-on projects perfectly tailored to your learning style. This book is more than just theory; it's your launchpad for coding success. You'll learn to write clean and efficient code, solve problems creatively, and build impressive projects. With each project, your confidence and programming skills will grow. Invest in this book and unlock your potential in the world of Python programming.

Computational Intelligence Techniques For 5g Enabled Iot Networks

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Author : Mohit Kumar
language : en
Publisher: Springer Nature
Release Date : 2025-07-26

Computational Intelligence Techniques For 5g Enabled Iot Networks written by Mohit Kumar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-26 with Computers categories.

This book explores emerging interdisciplinary themes and applications reflecting advancements in Computational Intelligence (CI) for IoT and 5G networks. It is divided into four sections: Section 1 introduces Computational Intelligence and Sustainability Solutions for Next-Gen IoT Networks. Section 2 covers Optimization and Resilience Strategies for 5G-Enabled IoT Networks. Section 3 delves Intelligent Resource Allocation and Service Optimization in 5G IoT Networks. Section 4 presents Case studies on Applied Computational Intelligence and 5G IoT Innovations for Industry 4.0. This comprehensive work is essential for researchers and professionals interested in leveraging CI, IoT, and 5G technologies across diverse applications.

Google Cloud Platform For Architects

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Author : Vitthal Srinivasan
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-06-26

Google Cloud Platform For Architects written by Vitthal Srinivasan and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-26 with Computers categories.

Get acquainted with GCP and manage robust, highly available, and dynamic solutions to drive business objective Key Features Identify the strengths, weaknesses and ideal use-cases for individual services offered on the Google Cloud Platform Make intelligent choices about which cloud technology works best for your use-case Leverage Google Cloud Platform to analyze and optimize technical and business processes Book Description Using a public cloud platform was considered risky a decade ago, and unconventional even just a few years ago. Today, however, 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. You will learn why cloud architectures take the forms that they do, and this will help you become a skilled high-level cloud architect. You will also learn how individual cloud services are configured and used, so that you are never intimidated at having to build it yourself. You will also learn the right way and the right situation in which to use the important GCP services. By the end of this book, you will be able to make the most out of Google Cloud Platform design. What you will learn Set up GCP account and utilize GCP services using the cloud shell, web console, and client APIs Harness the power of App Engine, Compute Engine, Containers on the Kubernetes Engine, and Cloud Functions Pick the right managed service for your data needs, choosing intelligently between Datastore, BigTable, and BigQuery Migrate existing Hadoop, Spark, and Pig workloads with minimal disruption to your existing data infrastructure, by using Dataproc intelligently Derive insights about the health, performance, and availability of cloud-powered applications with the help of monitoring, logging, and diagnostic tools in Stackdriver Who this book is for If you are a Cloud architect who is responsible to design and manage robust cloud solutions with Google Cloud Platform, then this book is for you. System engineers and Enterprise architects will also find this book useful. A basic understanding of distributed applications would be helpful, although not strictly necessary. Some working experience on other public cloud platforms would help too.

Google Cloud Platform In Action

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Author : John J. (JJ) Geewax
language : en
Publisher: Simon and Schuster
Release Date : 2018-08-15

Google Cloud Platform In Action written by John J. (JJ) Geewax and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-15 with Computers categories.

Summary Google Cloud Platform in Action teaches you to build and launch applications that scale, leveraging the many services on GCP to move faster than ever. You'll learn how to choose exactly the services that best suit your needs, and you'll be able to build applications that run on Google Cloud Platform and start more quickly, suffer fewer disasters, and require less maintenance. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Thousands of developers worldwide trust Google Cloud Platform, and for good reason. With GCP, you can host your applications on the same infrastructure that powers Search, Maps, and the other Google tools you use daily. You get rock-solid reliability, an incredible array of prebuilt services, and a cost-effective, pay-only-for-what-you-use model. This book gets you started. About the Book Google Cloud Platform in Action teaches you how to deploy scalable cloud applications on GCP. Author and Google software engineer JJ Geewax is your guide as you try everything from hosting a simple WordPress web app to commanding cloud-based AI services for computer vision and natural language processing. Along the way, you'll discover how to maximize cloud-based data storage, roll out serverless applications with Cloud Functions, and manage containers with Kubernetes. Broad, deep, and complete, this authoritative book has everything you need. What's inside The many varieties of cloud storage and computing How to make cost-effective choices Hands-on code examples Cloud-based machine learning About the Reader Written for intermediate developers. No prior cloud or GCP experience required. About the Author JJ Geewax is a software engineer at Google, focusing on Google Cloud Platform and API design. Table of Contents PART 1 - GETTING STARTED What is "cloud"? Trying it out: deploying WordPress on Google Cloud The cloud data center PART 2 - STORAGE Cloud SQL: managed relational storage Cloud Datastore: document storage Cloud Spanner: large-scale SQL Cloud Bigtable: large-scale structured data Cloud Storage: object storage PART 3 - COMPUTING Compute Engine: virtual machines Kubernetes Engine: managed Kubernetes clusters App Engine: fully managed applications Cloud Functions: serverless applications Cloud DNS: managed DNS hosting PART 4 - MACHINE LEARNING Cloud Vision: image recognition Cloud Natural Language: text analysis Cloud Speech: audio-to-text conversion Cloud Translation: multilanguage machine translation Cloud Machine Learning Engine: managed machine learning PART 5 - DATA PROCESSING AND ANALYTICS BigQuery: highly scalable data warehouse Cloud Dataflow: large-scale data processing Cloud Pub/Sub: managed event publishing

Ultimate Cnapp For Next Gen Multi Cloud Security Master Cnapp To Secure Your Cloud Native Applications With Unified Visibility Compliance And Multi Cloud Protection

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Author : Ravi Kumar
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2025-10-28

Ultimate Cnapp For Next Gen Multi Cloud Security Master Cnapp To Secure Your Cloud Native Applications With Unified Visibility Compliance And Multi Cloud Protection written by Ravi Kumar and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-28 with Computers categories.

Master CNAPP and Defend Your Multi-Cloud Infrastructure. Key Features● Deep-dive into CSPM, CWPP, KSPM, CIEM, and DSPM to secure multi-cloud environments effectively.● Learn through real-world scenarios, guided labs, and actionable workflows for AWS, Azure, and GCP.● Master centralized dashboards for regulatory frameworks like NIST, CIS, and ISO.● Explore DevSecOps, IaC scanning, and next-gen CNAPP trends for evolving threats. Book DescriptionCloud-Native Application Protection Platform (CNAPP) has emerged as a game-changer—delivering unified visibility, compliance, and protection across today’s complex multi-cloud environments. “Ultimate CNAPP for Next-Gen Multi Cloud Security” is your hands-on blueprint for mastering this essential platform. Structured into three clear sections, the book begins by building a solid foundation in cloud computing principles, exploring shared responsibility models, cloud service categories, and common misconfigurations. It then dives deep into CNAPP components such as CSPM, CWPP, CIEM, DSPM, and KSPM, offering practical guidance, workflows, and real-world scenarios to help readers implement security controls across AWS, Azure, GCP, and beyond. The final section explores future trends in cloud security, from integrating DevSecOps practices and IaC scanning to building multi-cloud resilience and compliance automation. Packed with visuals, guided labs, and expert insights, this book bridges theory and application—giving you the confidence to secure cloud-native environments at scale. Thus, whether you are a cloud engineer, DevSecOps professional, or IT leader, this guide is your roadmap to architecting robust, future-ready security strategies. So, take control of your cloud security posture today—start your CNAPP journey now, and lead your organization into a safer tomorrow! What you will learn● Gain skills to deploy CSPM, CWPP, CIEM, DSPM, and KSPM seamlessly across cloud platforms.● Learn systematic approaches to detect vulnerabilities, and strengthen security posture.● Build secure pipelines by embedding DevSecOps practices, and IaC scanning into workflows.● Track, audit, and report compliance for multi-cloud environments with centralized dashboards.● Design, deploy, and manage security strategies for hybrid and multi-cloud infrastructures.● Understand evolving CNAPP technologies, and prepare for future security challenges.

Cloud Computing And Big Data

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Author : Marcelo Naiouf
language : en
Publisher: Springer
Release Date : 2019-07-26

Cloud Computing And Big Data written by Marcelo Naiouf and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-26 with Computers categories.

This book constitutes the revised selected papers of the 7th International Conference on Cloud Computing and Big Data, JCC&BD 2019, held in La Plata, Buenos Aires, Argentina, in June 2019. The 12 full papers presented were carefully reviewed and selected from a total of 31 submissions. They are dealing with such topics as cloud computing and HPC; Big Data and data intelligence; mobile computing.

Google Cloud Certified Professional Cloud Developer Exam Guide

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Author : Sebastian Moreno
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-09-13

Google Cloud Certified Professional Cloud Developer Exam Guide written by Sebastian Moreno and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-13 with Computers categories.

Discover how Google Cloud services can help you to reduce operational tasks and focus on delivering business value with your applications Key FeaturesDesign, develop, and deploy end-to-end cloud-native applications using Google Cloud servicesPrepare for the GCP developer exam with the help of a fictitious business case and a Q&A sectionGet hands-on with implementing code examples of different GCP services in your applicationsBook Description Google Cloud Platform is one of the three major cloud providers in the industry, exhibiting great leadership in application modernization and data management. This book provides a comprehensive introduction for those who are new to cloud development and shows you how to use the tools to create cloud-native applications by integrating the technologies used by Google. The book starts by taking you through the basic programming concepts and security fundamentals necessary for developing in Google Cloud. You'll then discover best practices for developing and deploying applications in the cloud using different components offered by Google Cloud Platform such as Cloud Functions, Google App Engine, Cloud Run, and other GCP technologies. As you advance, you'll learn the basics of cloud storage and choosing the best options for storing different kinds of data as well as understand what site reliability engineers do. In the last part, you'll work on a sample case study of Hip Local, a community application designed to facilitate communication between people nearby, created by the Google Cloud team. By the end of this guide, you'll have learned how to design, develop, and deploy an end-to-end application on the Google Cloud Platform. What you will learnGet to grips with the fundamentals of Google Cloud Platform developmentDiscover security best practices for applications in the cloudFind ways to create and modernize legacy applicationsUnderstand how to manage data and databases in Google CloudExplore best practices for site reliability engineering, monitoring, logging, and debuggingBecome well-versed with the practical implementation of GCP with the help of a case studyWho this book is for This book is for cloud engineers or developers working or starting to work on Google Cloud Platform and looking to take advantage of cloud-native applications. You'll also find this book useful if you are preparing for the GCP developer exam.