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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...

MySQL 8 for Big Data: Effective data processing with MySQL 8, Hadoop, NoSQL APIs, and other Big Data tools
MySQL 8 for Big Data: Effective data processing with MySQL 8, Hadoop, NoSQL APIs, and other Big Data tools

Uncover the power of MySQL 8 for Big Data

About This Book

  • Combine the powers of MySQL and Hadoop to build a solid Big Data solution for your organization
  • Integrate MySQL with different NoSQL APIs and Big Data tools such as Apache Sqoop
  • A comprehensive guide with practical...
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...
Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation
Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation

Getting software released to users is often a painful, risky, and time-consuming process. This groundbreaking new book sets out the principles and technical practices that enable rapid, incremental delivery of high quality, valuable new functionality to users. Through automation of the build, deployment, and testing...

Learning Scrapy
Learning Scrapy

Key Features

  • Extract data from any source to perform real time analytics.
  • Full of techniques and examples to help you crawl websites and extract data within hours.
  • A hands-on guide to web scraping and crawling with real-life problems and solutions

Book Description

...
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...
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...

Spark for Python Developers
Spark for Python Developers

Key Features

  • Set up real-time streaming and batch data intensive infrastructure using Spark and Python
  • Deliver insightful visualizations in a web app using Spark (PySpark)
  • Inject live data using Spark Streaming with real-time events

Book Description

Looking...

Windows Azure and ASP.NET MVC Migration
Windows Azure and ASP.NET MVC Migration

Practical, real-world tools for migrating ASP.NET MVC to Windows Azure

When IIS6 and Windows Server 2003 are no longer supported, you?ll need to migrate websites currently hosted on these technologies to newer technologies. This book comes to the rescue. It's packed with all the steps you need - all intertwined 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...

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,...

Learning AWS
Learning AWS

Design, build, and deploy responsive applications using AWS cloud components

About This Book

  • Build scalable and highly available real-time applications
  • Make cost-effective architectural decisions by implementing your product's functional and non-functional requirements
  • ...
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