The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice.

Working with unbounded and fast-moving data streams has historically been difficult. But with Kafka Streams and ksqlDB, building stream processing applications is easy and fun. This practical guide shows data engineers how to use these tools to build highly scalable stream processing applications for moving, enriching, and transforming large amounts of data in real time.
Mitch Seymour, data services engineer at Mailchimp, explains important stream processing concepts against a backdrop of several interesting business problems. You'll learn the strengths of both Kafka Streams and ksqlDB to help you choose the best tool for each unique stream processing project. Non-Java developers will find the ksqlDB path to be an especially gentle introduction to stream processing.

Data pipelines are the foundation for success in data analytics. Moving data from numerous diverse sources and transforming it to provide context is the difference between having data and actually gaining value from it. This pocket reference defines data pipelines and explains how they work in today's modern data stack.

Data is an increasingly important business asset and enabler for organisational activities. Data quality is a key aspect of data management and failure to understand it increases organisational risk and decreases efficiency and profitability.

This book explains data quality management in practical terms, focusing on three key areas - the nature of data in enterprises, the purpose and scope of data quality management, and implementing a data quality management system, in line with ISO 8000-61.

This book presents Proceedings of the 2021 Intelligent Systems Conference which is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The conference attracted a total of 496 submissions from many academic pioneering researchers, scientists, industrial engineers, and students from all around the world. These submissions underwent a double-blind peer-review process. Of the total submissions, 180 submissions have been selected to be included in these proceedings.

What Is jаvascript: How Good Is jаvascript For Building A Large Scale Web Application: Some Of The Differences Between JQuery And Java

Most programming dialects contain great and terrible parts, however, jаvascript has too much awful, having been created and delivered in a rush before it very well may be refined. This definitive book scratches away these terrible highlights to uncover a subset of jаvascript that is more solid, decipherable, and viable than the language overall—a subset you can use to make really extensible and proficient code.

Python is a wonderful programming language. It is modern, portable, powerful and above all easy to learn. Don’t just sit there and surrender to your fears of possible future failures. Because that is unlikely to be an option in your case. Of course not, now that you have this book at your fingertips. Go ahead and give it a shot, I promise that you won’t have the slightest regret. Rather be grateful to this amazing new tool at your reach.

Your One-Stop Guide to Building Modern Full-Stack Applications with Jakarta EE and Vue.js

An Adobe Photoshop Classroom book release
Adobe Photoshop Lightroom CC Classic in 30 minutes is an understanding of adobe creative cloud photography book geared towards lightroom photoshop photographers and lightroom students in photoshop cc classroom.

The digital age has transformed business opportunities and strategies in a resolutely practical and data-driven project universe. This book is a comprehensive and analytical source on entrepreneurship and Big Data that prospective entrepreneurs must know before embarking upon an entrepreneurial journey in this present age of digital transformation.