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Time Series Analysis on AWS : Learn how to build forecasting models and detect anomalies in your time series data (9781801816847)

Leverage AWS AI/ML managed services to generate value from your time series data

Key Features

Solve modern time series analysis problems such as forecasting and anomaly detection
Gain a solid understanding of AWS AI/ML managed services and apply them to your business problems
Explore different algorithms to build applications that leverage time series data

Book DescriptionBeing a business analyst and data scientist, you have to use many algorithms and approaches to prepare, process, and build ML-based applications by leveraging time series data, but you face common problems, such as not knowing which algorithm to choose or how to combine and interpret them. Amazon Web Services (AWS) provides numerous services to help you build applications fueled by artificial intelligence (AI) capabilities. This book helps you get to grips with three AWS AI/ML-managed services to enable you to deliver your desired business outcomes.

The book begins with Amazon Forecast, where you'll discover how to use time series forecasting, leveraging sophisticated statistical and machine learning algorithms to deliver business outcomes accurately. You'll then learn to use Amazon Lookout for Equipment to build multivariate time series anomaly detection models geared toward industrial equipment and understand how it provides valuable insights to reinforce teams focused on predictive maintenance and predictive quality use cases. In the last chapters, you'll explore Amazon Lookout for Metrics, and automatically detect and diagnose outliers in your business and operational data.

By the end of this AWS book, you'll have understood how to use the three AWS AI services effectively to perform time series analysis.

What you will learn

Understand how time series data differs from other types of data
Explore the key challenges that can be solved using time series data
Forecast future values of business metrics using Amazon Forecast
Detect anomalies and deliver forewarnings using Lookout for Equipment
Detect anomalies in business metrics using Amazon Lookout for Metrics
Visualize your predictions to reduce the time to extract insights

Who this book is forIf you're a data analyst, business analyst, or data scientist looking to analyze time series data effectively for solving business problems, this is the book for you. Basic statistics knowledge is assumed, but no machine learning knowledge is necessary. Prior experience with time series data and how it relates to various business problems will help you get the most out of this book. This guide will also help machine learning practitioners find new ways to leverage their skills to build effective time series-based applications.




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Schaum's Outline of Discrete Mathematics, Fourth Edition (9781264258802)

Study smarter and stay on top of your discrete mathematics course with the bestselling Schaum's Outline-now with the NEW Schaum's app and website!

Schaum's Outline of Discrete Mathematics, Fourth Edition is the go-to study guide for more than 115,000 math majors and first- and second-year university students taking basic computer science courses. With an outline format that facilitates quick and easy review, Schaum's Outline of Discrete Mathematics, Fourth Edition helps you understand basic concepts and get the extra practice you need to excel in these courses.

Coverage includes set theory; relations; functions and algorithms; logic and propositional calculus; techniques of counting; advanced counting techniques, recursion; probability; graph theory; directed graphs; binary trees; properties of the integers; languages, automata, machines; finite state machines and Turning machines; ordered sets and lattices, and Boolean algebra.

Features

* NEW to this edition: the new Schaum's app and website!
* NEW to this edition: 20 NEW problem-solving videos online
* 467 solved problems, and hundreds of additional practice problems
* Outline format to provide a concise guide to the standard college course in discrete mathematics
* Clear, concise explanations of discrete mathematics concepts
* Expanded coverage of logic, the rules of inference and basic types of proofs in mathematical reasoning
* Increased emphasis on discrete probability and aspects of probability theory, and greater accessibility to counting techniques.
* Logic chapter emphasizes the IF-THEN and IF-THEN-ELSE sequencing that occurs in computer programming
* Computer arithmetic chapter covers binary and hexagon addition and multiplication
* Cryptology chapter includes substitution and RSA method
* Supports these major texts: Discrete Mathematics and Its Applications (Rosen), and Discrete Mathematics (Epp)
* Appropriate for the following courses: Introductory Discrete Mathematics and Discrete Mathematics




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Kleine Häuser - große Wohnarchitektur (342103933X)

Kleine Häuser - ganz groß

Wohnqualität muss keine Platzfrage sein - im Gegenteil! Dass sich auch auf kleiner Fläche großartig bauen lässt, beweisen die Häuser in diesem Buch. Mit einer gut durchdachten Planung, geschickt organisierten Grundrissen und intelligenten, platzsparenden Konzepten lässt sich viel Raum auf wenig Fläche schaffen, ohne deswegen Abstriche beim Komfort oder bei der Gestaltung machen zu müssen. Ob minimalistisches Singlehaus, familientaugliches Eigenheim oder komfortables Altersdomizil: Der Band versammelt 20 attraktive und architektonisch anspruchsvolle Lösungen, ausgezeichnet von der Jury des renommierten HÄUSER Award. Bettina Hintze stellt die Häuser aus ganz Europa mit professionellen Farbfotos, Grundrisszeichnungen sowie ausführlichen Projektbeschreibungen umfassend vor.




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OneStream Foundation Handbook (9781838252809)

The Definitive Reference to Design, Configure and Support Your OneStream Platform.

OneStream is a modern, unified platform that is revolutionizing Corporate Performance Management. This proven alternative to fragmented legacy applications is designed to simplify processes for the most sophisticated, global enterprises. Hundreds of the world's leading companies are turning to OneStream to help with reporting and understanding financial data.

In this practical guide, The Architect Factory team at OneStream Software explains each part of an implementation, and the design of solutions. Readers will learn the core guiding principles for implementing OneStream from the company's top team of experts. Beyond offering a training guide, the focus of this book is on the 'why' of design and building an application.

> Manage your Implementation with the OneStream methodology

> Understand Design and Build concepts

> Build solutions for the Consolidation of financial data, and develop Planning models

> Create Data Integration solutions that will feed your models

> Develop Workflows to guide and manage your End-Users

> Advance your solutions with Rules and Security

> Take advantage of detailed Data Reporting using tools such as Analytic Blend, Advanced Excel reporting, and Dashboarding

> Tune Performance, and optimize your application

Note: Any Files provided for Exercises in this OneStream Press Book are for the use of Customers and Partners in an On-Premise environment and are not supported by the OneStream Support Team.

The information contained within this book is relevant to software version 3.5.6




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ROOMS - Zuhause bei Kreativen : Gestaltungsideen für individuelle Interiors (3421040281)

Kreative Lebens(t)räume

Die Autorin Kerstin Rose und der Fotograf Christian Schaulin haben Europa bereist und kreative Menschen zuhause besucht. Architekten in Mailand und Berlin, Designer in Paris und Lissabon, Künstler aus Südtirol und der Schweiz haben ihre Türen geöffnet und gezeigt, was für sie Wohnen bedeutet. Trotz unterschiedlichster Stile und Lebensphilosophien eint die Kreativen die Lust am Querdenken und das Interesse an individuellen Einrichtungslösungen. Wenn die Architektur erst einmal steht, entscheiden die Profis bei der Innenraumgestaltung aus dem Bauch heraus, verlassen sich auf Eingebungen und die Kraft innerer Bilder von Schönheit. Der elegante Bildband zeigt diese vielfältigen Lebenswelten und vermittelt die Interiorideen der Bewohner.




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