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Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Jenkins 2: Up and Running: Evolve Your Deployment Pipeline for Next Generation Automation
Jenkins 2: Up and Running: Evolve Your Deployment Pipeline for Next Generation Automation

Design, implement, and execute continuous delivery pipelines with a level of flexibility, control, and ease of maintenance that was not possible with Jenkins before. With this practical book, build administrators, developers, testers, and other professionals will learn how the features in Jenkins 2 let you define pipelines as code,...

DevOps with Kubernetes: Accelerating software delivery with container orchestrators
DevOps with Kubernetes: Accelerating software delivery with container orchestrators

Learn to implement DevOps using Docker & Kubernetes.

About This Book

  • Learning DevOps, container, and Kubernetes within one book.
  • Leverage Kubernetes as a platform to deploy, scale, and run containers efficiently.
  • A practical guide towards container management and...
Advanced Microservices: A Hands-on Approach to Microservice Infrastructure and Tooling
Advanced Microservices: A Hands-on Approach to Microservice Infrastructure and Tooling

Use the many types of tools required to navigate and maintain a microservice ecosystem. This book examines what is normally a complex system of interconnected services and clarifies them one at a time, first examining theoretical requirements then looking at concrete tools, configuration, and workflows.

Building out these systems...

Mastering Azure Analytics: Architecting in the Cloud with Azure Data Lake, HDInsight, and Spark
Mastering Azure Analytics: Architecting in the Cloud with Azure Data Lake, HDInsight, and Spark

Microsoft Azure has over 20 platform-as-a-service (PaaS) offerings that can act in support of a big data analytics solution. So which one is right for your project? This practical book helps you understand the breadth of Azure services by organizing them into a reference framework you can use when crafting your own big data analytics...

Pro Continuous Delivery: With Jenkins 2.0
Pro Continuous Delivery: With Jenkins 2.0
Follow this step-by-step guide for creating a continuous delivery pipeline using all of the new features in Jenkins 2.0 such as Pipeline as a Code, multi-branch pipeline, and more. You will learn three crucial elements for achieving a faster software delivery pipeline: a fungible build/test environment, manageable and reproducible...
Getting Started with PowerShell
Getting Started with PowerShell

Learn the fundamentals of PowerShell to build reusable scripts and functions to automate administrative tasks with Windows

About This Book

  • Harness the capabilities of the PowerShell system to get started quickly with server automation
  • Learn to package commands into a reusable script and...
The DevOps 2.0 Toolkit: Automating the Continuous Deployment Pipeline with Containerized Microservices
The DevOps 2.0 Toolkit: Automating the Continuous Deployment Pipeline with Containerized Microservices

This book is about different techniques that help us architect software in a better and more efficient way with microservices packed as immutable containers, tested and deployed continuously to servers that are automatically provisioned with configuration management tools. It's about fast, reliable and continuous deployments with...

Docker in Practice
Docker in Practice

Summary

An open source container system, Docker makes deploying applications painless and flexible. Docker is powerful and simple to use, and it makes life easier for developers and administrators alike providing shorter build times, fewer production bugs, and effortless application roll-out.

About...

Agile Application Security: Enabling Security in a Continuous Delivery Pipeline
Agile Application Security: Enabling Security in a Continuous Delivery Pipeline

Agile continues to be the most adopted software development methodology among organizations worldwide, but it generally hasn't integrated well with traditional security management techniques. And most security professionals aren’t up to speed in their understanding and experience of agile development. To help bridge the...

Windows PowerShell Cookbook: The Complete Guide to Scripting Microsoft's Command Shell
Windows PowerShell Cookbook: The Complete Guide to Scripting Microsoft's Command Shell
How do you use Windows PowerShell to navigate the filesystem, manage files and folders, or retrieve a web page? This introduction to the PowerShell language and scripting environment provides more than 400 task-oriented recipes to help you solve all kinds of problems. Intermediate to advanced system administrators will find more than 100...
Big Data Analytics with Microsoft HDInsight in 24 Hours, Sams Teach Yourself
Big Data Analytics with Microsoft HDInsight in 24 Hours, Sams Teach Yourself

With Microsoft HDInsight, business professionals and data analysts can rapidly leverage the power of Hadoop on a flexible, scalable cloud-based platform, using Microsoft's accessible business intelligence, visualization, and productivity tools. Now, in just 24 lessons of one hour or less, you can learn all the skills and...

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