Learn IT - Books tags pipeline

Advanced Microservices: A Hands-on Approach to Microservice Infrastructure and Tooling

Apress, 2017

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...

Practical Data Science Cookbook - Second Edition

Packt Publishing, 2017

Over 85 recipes to help you complete real-world data science projects in R and Python

About This Book

Tackle every step in the data science pipeline and use it to acquire, clean, analyze, and visualize your data

Get beyond the theory and implement real-world projects in data science using...

Elasticsearch: A Complete Guide

Packt Publishing, 2017

End-to-end Search and Analytics

About This Book

Solve your data analytics problems with the Elastic Stack

Improve your user search experience with Elasticsearch and develop your own Elasticsearch plugins

Design your index, configure it, and distribute it â you'll...

Docker in Practice

Manning Publications, 2016

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...

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

O'Reilly, 2018

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

O'Reilly, 2018

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,...

Spark for Python Developers

Packt Publishing, 2015

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...

DevOps with Kubernetes: Accelerating software delivery with container orchestrators

Packt Publishing, 2017

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...

The Rails 5 Way (4th Edition) (Addison-Wesley Professional Ruby Series)

Addison Wesley, 2017

The “Bible” for Rails Development: Fully Updated for Rails 5

“When I read The Rails Way for the first time, I felt like I truly understood Rails for the first time.”
...

The Agile Enterprise: Building and Running Agile Organizations

Apress, 2017

Discover how to implement and operate in an Agile manner at every level of your enterprise and at every point from idea to delivery. Learn how Agile-mature organizations adapt nimbly to microchanges in market conditions. Learn cutting-edge practices and concepts as you extend your implementation of Agile through the entire enterprise to meet...

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

Packt Publishing, 2017

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...

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

O'Reilly, 2016

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...

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