Take tiny steps to enter the big world of data science through this interesting guideKey Features\[\*\] Learn the fundamentals of machine learning and build your own intelligent applications\[\*\] Master the art of building your own machine learning systems with this example-based practical guide\[\*\] Work with important classification and regression algorithms and other machine learning techniquesBook DescriptionData scienc...

This book constitutes the proceedings of the First International Conference on Management Science and Engineering: Innovation and High-tech Services, ICMSE 2013, held in Macau, in June 2013. The papers are contributed by innovative researchers, engineers and practitioners in the field of management science, information system, finance, economics and accounting and offer a platform for exchanging the latest research findings in the field of management science and management innovation, for ...

Cut through the noise and get real results with a step-by-step approach to data scienceKey FeaturesIdeal for the data science beginner who is getting started for the first timeA data science tutorial with step-by-step exercises and activities that help build key skillsStructured to let you progress at your own pace, on your own termsUse your physical print copy to redeem free access to the online interactive editionBook D...

Meta-Luxury sets out to define the ultimate meaning of true luxury, exploring it as both a culture and business model. Through the concept of Unique Achievement and the drivers of Craftsmanship, Focus, History and Rarity, the authors examine what is at the heart of true luxury through a unique series of conversations.

If you’ve been asked to maintain large and complex Hadoop clusters, this book is a must. Demand for operations-specific material has skyrocketed now that Hadoop is becoming the de facto standard for truly large-scale data processing in the data center. Eric Sammer, Principal Solution Architect at Cloudera, shows you the particulars of running Hadoop in production, from planning, installing, and configuring the system to providing ongoing maintenance.Rather than run through all poss...

An organization's ability to achieve strategic goals through programs and supporting projects depends on its ability to establish a future vision, set strategic goals, select the most valuable projects, and then execute flawlessly. Organizational strategic alignmentis achieved by converting strategic plans and goals into a valuable portfolio of programs and supporting projects. Strategic project leaders and project teams execute the project plans to meet objectives and deliver proje...

This book contains a collection of research papers on accounting information systems including their strategic role in decision processes, within and between companies. An accounting system is a complex system composed of a mix of strictly interrelated elements such as data, information, human resources, IT tool, accounting models and procedures. Accounting information systems are often considered the instrument by default for accounting automation. This book aims to sketch a clear picture...

Gain the confidence you need to apply machine learning in your daily work. With this practical guide, author Matthew Kirk shows you how to integrate and test machine learning algorithms in your code, without the academic subtext.Featuring graphs and highlighted code examples throughout, the book features tests with Python’s Numpy, Pandas, Scikit-Learn, and SciPy data science libraries. If you’re a software engineer or business analyst interested in data science, this book will help...

Learn how to use, deploy, and maintain Apache Spark with this comprehensive guide, written by the creators of the open-source cluster-computing framework. With an emphasis on improvements and new features in Spark 2.0, authors Bill Chambers and Matei Zaharia break down Spark topics into distinct sections, each with unique goals.Youâ??ll explore the basic operations and common functions of Sparkâ??s structured APIs, as well as Structured Streaming, a new high-level API for building ...

How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that’s initially too messy or difficult to access. You don't need to know a thing about the Python programming language to get started.Through various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently. You’ll also discover how to automa...

Leadership Development of Interprofessional Education and Collaborative Practice is an edited compilation of chapters written by international medical and health professional experts. The book provides historical and current perspectives on leadership in healthcare.

Explore the web and make smarter predictions using PythonKey Features\[\*\]Targets two big and prominent markets where sophisticated web apps are of need and importance.\[\*\]Practical examples of building machine learning web application, which are easy to follow and replicate.\[\*\]A comprehensive tutorial on Python libraries and frameworks to get you up and started.Book DescriptionPython is a general purpose and also a com...