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Data Science on the Google Cloud Platform, 2nd Edition

Author Valliappa Lakshmanan
Release Date 2023/01

Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline, using statistical and machine learn....

Managing Cloud Native Data on Kubernetes

Author Jeff Carpenter , Patrick McFadin
Release Date 2023/01

Kubernetes has become the primary platform for deploying and managing cloud native applications. But because it was originally designed for stateless workloads, working with data on Kubernetes has been challenging. If you want to avoid the inefficiencies and duplicative costs of having separate infr....

Learning Google Analytics

Author Mark Edmondson
Release Date 2022/12

Why is Google Analytics 4 the most modern data model available for digital marketing analytics? Because rather than simply report what has happened, GA4's new cloud integrations enable more data activation--linking online and offline data across all your streams to provide end-to-end marketing data....

Practical Cloud Native Security with Falco

Author Loris Degioanni , Leonardo Grasso
Release Date 2022/11

As more and more organizations migrate their applications to the cloud, cloud native computing has become the dominant way to approach software development and execution. In the meantime, security threats are growing more sophisticated and widespread every day. Protecting your applications from thes....

C++ Software Design

Author Klaus Iglberger
Release Date 2022/11

Good software design is essential for the success of your project, but designing software is hard to do. You need to have a deep understanding of the consequences of design decisions and a good overview of available design alternatives. With this book, experienced C++ developers will get a thorough,....

Learning Modern Linux

Author Michael Hausenblas
Release Date 2022/11

Whether you're new to Linux or have some experience, this practical book shows you how to master various tasks with this operating system--not just system administration. Cloud native professionals including developers, architects, DevOps practitioners, and site reliability engineers will learn how....

Certified Kubernetes Administrator (CKA) Study Guide

Author
Release Date 2022/11

The ability to administer and monitor a Kubernetes cluster is in high demand today. To meet this need, the Cloud Native Computing Foundation developed a certification exam to establish a system administrator's credibility and value in the job market to confidently work in a Kubernetes environment.T....

Service Mesh Patterns

Author
Release Date 2022/10

As your organization adopts microservices, you also need a service mesh, the infrastructure layer that handles interservice communication in microservice architectures. This seminal book provides patterns and operational best practices to help you deploy and use service meshes in a way that meets yo....

The Elements of Voice First Style

Author Ahmed Bouzid , Weiye Ma
Release Date 2022/10

If you're a new or experienced designer of conversational voice-first experiences, this handy reference provides actionable answers to key aspects of eyes-busy, hands-busy, voice-only user interfaces. Designed as a companion to books about conversational voice design, this guide includes important ....

The Staff Engineer's Path

Author Tanya Reilly
Release Date 2022/10

For years, companies have rewarded their most effective engineers by suggesting they move to a management position. But treating management as the default — or only — path for an engineer with leadership ability doesn't serve the industry well. The staff engineer path allows you to contribute at a ....

Efficient Linux at the Command Line

Author Daniel J. Barrett
Release Date 2022/10

Want to increase your Linux productivity to get more done in less time? This practical book teaches you how to be quick and efficient at the Linux command line. You'll learn to create and run complex commands that solve real business problems, organize your files for quick access, efficiently proce....

AI-Powered Business Intelligence

Author Tobias Zwingmann
Release Date 2022/10

Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision-making. With this practical book, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll lear....

AWS System Administration, 2nd Edition

Author
Release Date 2022/09

With Amazon Web Services and other platforms designed for rapid adaptation and failure recovery, cloud computing is more like programming than traditional system administration. For developers, this practical book provides system administration knowledge to ensure you're using AWS effectively, so y....

Ansible: Up and Running, 3rd Edition

Author
Release Date 2022/09

Among the many configuration management tools available, Ansible has some distinct advantages: It's minimal in nature. You don't need to install anything on your nodes. And it has an easy learning curve. With this updated third edition, you'll quickly learn how to be productive with this tool, wh....

Modern Linux System Administration

Author
Release Date 2022/09

This essential guide covers all aspects of Linux system administration, from user maintenance, backups, filesystem housekeeping, storage management, and network setup to hardware and software troubleshooting and some application management. It's both a practical daily reference manual for sysadmins....

Fundamentals of Data Engineering

Author Joe Reis , Matt Housley
Release Date 2022/09

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by eval....

Reliable Machine Learning

Author Cathy Chen , Niall Richard Murphy , Kranti Parisa , D. Sculley , Todd Underwood
Release Date 2022/09

Whether you're part of a small startup or a planet-spanning megacorp, this practical book shows data scientists, SREs, and business owners how to run ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitoring in productio....

Hands-on Healthcare Data

Author Andrew Nguyen
Release Date 2022/08

Healthcare is the next frontier for data science. Using the latest in machine learning, deep learning, and natural language processing, you'll be able to solve healthcare's most pressing problems: reducing cost of care, ensuring patients get the best treatment, and increasing accessibility for the....

Kubernetes: Up and Running, 3rd Edition

Author Brendan Burns , Joe Beda , Kelsey Hightower , Lachlan Evenson
Release Date 2022/08

In just five years, Kubernetes has radically changed the way developers and ops personnel build, deploy, and maintain applications in the cloud. With this book's updated third edition, you'll learn how this popular container orchestrator can help your company achieve new levels of velocity, agilit....

Azure AI Services at Scale for Cloud, Mobile, and Edge

Author Anand Raman , Chris Hoder , Simon Bisson , Mary Branscombe
Release Date 2022/07

Whether you're a student planning to focus on AI or an experienced software engineer with an idea for the next viral AI app, or if you want to make a business process smarter by getting AI to do some of the work, this book's got you covered. Authors Anand Raman, Chris Hoder, Simon Bisson, and Mary....

Modern Mainframe Development

Author
Release Date 2022/07

Even as spending on digital transformation continues to skyrocket, mainframes nevertheless have major advantages for global enterprises. These systems still process huge amounts of information and allow for highly secure processing. In this practical book, author Tom Taulli shows software developers....

Building Cloud Data Architecture

Author
Release Date 2022/07

It's no wonder data engineering expertise is in high demand, given the large costs and enormous decision-making impact data systems can have. With this practical book, you'll learn industry-tested methods for taking advantage of cloud services while avoiding complexity and out-of-control costs.Clo....

Designing Autonomous AI

Author Kence Anderson
Release Date 2022/06

Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book....

Cloud Native Security Cookbook

Author Josh Armitage
Release Date 2022/06

With the rise of the cloud, every aspect of IT has been shaken to its core. The fundamentals for building systems are changing, and although many of the principles that underpin security still ring true, their implementation has become unrecognizable. This practical book provides recipes for AWS, Az....

Cloud Native DevOps with Kubernetes, 2nd Edition

Author
Release Date 2022/05

Kubernetes has become the operating system of today's cloud native world, providing a reliable and scalable platform for running containerized workloads. In this friendly, pragmatic book, cloud experts Justin Domingus and John Arundel show your development and operations staff what Kubernetes can d....

GPT-3

Author Sandra Kublik , Shubham Saboo
Release Date 2022/05

GPT-3: NLP with LLMs is a unique, pragmatic take on Generative Pre-trained Transformer 3, the famous AI language model launched by OpenAI in 2020. This model is capable of tackling a wide array of tasks, like conversation, text completion, and even coding with stunningly good performance. Since its ....

Learning DevSecOps

Author
Release Date 2022/05

Learn how to implement continuous security throughout your entire software development and delivery pipeline. With this hands-on book, developers, SREs, tech leads, and security engineers will learn how to combine their security process with their DevOps culture. You'll gain a thorough understandin....

Consul: Up and Running

Author
Release Date 2022/05

With the advent of microservices, Kubernetes, public cloud, and hybrid computing, site reliability and DevOps engineers are facing more complexity than ever before. Service mesh is an exciting new technology that promises to help tackle this complexity. A service mesh provides you with a unified con....

Efficient Go

Author Bartlomiej Plotka , Frederic Branczyk
Release Date 2022/05

Software engineers today typically put performance optimizations low on the list of development priorities. But despite significant technological advancements and lower-priced hardware, software efficiency still matters. With this book, Go programmers will learn how to approach performance topics fo....

bash Idioms

Author Carl Albing , JP Vossen
Release Date 2022/04

Shell scripts are everywhere, especially those written in bash compatible syntax, and it's extremely useful to be able to understand and write them, but they can be complex and obscure. Complexity is the enemy of security, but it's also the enemy of readability and understanding. With this practic....

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