Modern Scala Projects
Leverage the Power of Scala for Building Data-Driven and High-performant Projects
| Price | $30.83 - $83.95
|
| Rating |  |
| Author | Ilango Gurusamy |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 334 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1788624114 |
| ISBN-13 | 9781788624114 |
Scala, together with the Spark Framework, forms a rich and powerful data processing ecosystem. Modern Scala Projects is a journey into the depths of this ecosystem. The machine learning (ML) projects presented in this book enable you to create practical, robust data analytics solutions, with an emphasis on automating data workflows with the Spark ML pipeline API. This book showcases or carefully cherry-picks from Scala's functional libraries and other constructs to help readers roll out their own scalable data processing frameworks. The projects in this book enable data practitioners across all industries gain insights into data that will help organizations have strategic and competitive advantage.
Modern Scala Projects focuses on the application of supervisory learning ML techniques that classify data and make predictions. You'll begin with working on a project to predict a class of flower by implementing a simple machine learning model. Next, you'll create a cancer diagnosis classification pipeline, followed by projects delving into stock price prediction, spam filtering, fraud detection, and a recommendation engine.
By the end of this book, you will be able to build efficient data science projects that fulfil your software requirements.
- Ilango Gurusamy
Similar Books
by Daniel Hinojosa
If you build your Scala application through Test-Driven Development, you'll quickly see the advantages of testing before you write production code. This hands-on book shows you how to create tests with ScalaTest and the Specs2 - two of the best testing frameworks available - and how to run your tests in the Simple Build Tool (SBT) designe...
Price: $13.99 | Publisher: O'Reilly Media | Release: 2013
by Joshua Suereth, Matthew Farwell
A tutorial about effectively building Scala projects, sbt in Action introduces the sbt tool with a simple project that establishes the fundamentals of running commands and tasks. Next, it shows you how to use the peripheral libraries in sbt to make common tasks simpler. Finally, it covers how to deploy software effectively. You'll learn t...
Price: $35.99 | Publisher: Manning | Release: 2015
by Justin Emond, Chris Steins
Pro Web Project Management is a collection of hard-won lessons the authors have learned managing modern web projects with small and medium budgets in a consulting environment. This isn't a book about project management theory. Pro Web Project Management tells how to create real deliverables, get answers from indecisive clients, manage way...
Price: $34.99 | Publisher: Apress | Release: 2011
by Mikaël Valot, Nicolas Jorand
Scala is a type-safe JVM language that incorporates object-oriented and functional programming (OOP and FP) aspects. This book gets you started with essentials of software development by guiding you through various aspects of Scala programming, helping you bridge the gap between learning and implementing. You will learn about the unique f...
Price: $49.99 | Publisher: Packt Publishing | Release: 2018
by Dean Wampler, Alex Payne
Learn how to be more productive with Scala, a new multi-paradigm language for the Java Virtual Machine (JVM) that integrates features of both object-oriented and functional programming. With this book, you'll discover why Scala is ideal for highly scalable, component-based applications that support concurrency and distribution.Programming...
Price: $3.99 | Publisher: O'Reilly Media | Release: 2009
Programming Scala, 2nd Edition 
by Dean Wampler, Alex Payne
Get up to speed on Scala, the JVM language that offers all the benefits of a modern object model, functional programming, and an advanced type system. Packed with code examples, this comprehensive book shows you how to be productive with the language and ecosystem right away, and explains why Scala is ideal for today's highly scalable, da...
Price: $30.00 | Publisher: O'Reilly Media | Release: 2014
by Ben Rady
You don't need to manage your own servers to build powerful web applications. This book will show you how to create a single page app that runs entirely on web services, scales to millions of users, and costs less per day than a cup of coffee.Using a web browser, a prepared workspace, and your favorite editor, you'll build a complete sing...
Price: $20.97 | Publisher: The Pragmatic Programmers | Release: 2016
by Massimiliano Pippi
Google App Engine is a key component of the Google Cloud Platform and one of the most comprehensive cloud services. Together with Python, the first programming language ever supported by the platform, Google App Engine favors rapid development, significantly contributing to the success of your projects.This book will guide you through the...
Price: $17.99 | Publisher: Packt Publishing | Release: 2015