KlappentextrnrnData and information are fuel of this new age where powerful analytics algorithms burn this fuel to generate decisions that are expected to create a smarter and more efficient world for all of us to live in. This new area of techn.

Seller Inventory # 388289463

Contact seller

Report this item

Bibliographic Details

Title: Big Data Science & Analytics
Publisher: VPT
Publication Date: 2016
Language: English
ISBN 10: 0996025545
ISBN 13: 9780996025546
Binding: Hardcover
Condition: New

About this title

Synopsis

Data and information are fuel of this new age where powerful analytics algorithms burn this fuel to generate decisions that are expected to create a smarter and more efficient world for all of us to live in. This new area of technology has been defined as Big Data Science and Analytics, and the industrial and academic communities are realizing this as a competitive technology that can generate significant new wealth and opportunity.

Big data is defined as collections of datasets whose volume, velocity or variety is so large that it is difficult to store, manage, process and analyze the data using traditional databases and data processing tools. Big data science and analytics deals with collection, storage, processing and analysis of massive-scale data. Industry surveys, by Gartner and e-Skills, for instance, predict that there will be over 2 million job openings for engineers and scientists trained in the area of data science and analytics alone, and that the job market is in this area is growing at a 150 percent year-over-year growth rate.

We have written this textbook, as part of our expanding "A Hands-On Approach"(TM) series, to meet this need at colleges and universities, and also for big data service providers who may be interested in offering a broader perspective of this emerging field to accompany their customer and developer training programs. The typical reader is expected to have completed a couple of courses in programming using traditional high-level languages at the college-level, and is either a senior or a beginning graduate student in one of the science, technology, engineering or mathematics (STEM) fields. An accompanying website for this book contains additional support for instruction and learning (www.big-data-analytics-book.com)

The book is organized into three main parts, comprising a total of twelve chapters. Part I provides an introduction to big data, applications of big data, and big data science and analytics patterns and architectures. A novel data science and analytics application system design methodology is proposed and its realization through use of open-source big data frameworks is described. This methodology describes big data analytics applications as realization of the proposed Alpha, Beta, Gamma and Delta models, that comprise tools and frameworks for collecting and ingesting data from various sources into the big data analytics infrastructure, incorporating distributed filesystems and non-relational (NoSQL) databases for data storage, and processing frameworks for batch and real-time analytics. This new methodology forms the pedagogical foundation of this book.

Part II introduces the reader to various tools and frameworks for big data analytics, and the architectural and programming aspects of these frameworks, with examples in Python. We describe Publish-Subscribe messaging frameworks (Kafka & Kinesis), Source-Sink connectors (Flume), Database Connectors (Sqoop), Messaging Queues (RabbitMQ, ZeroMQ, RestMQ, Amazon SQS) and custom REST, WebSocket and MQTT-based connectors. The reader is introduced to data storage, batch and real-time analysis, and interactive querying frameworks including HDFS, Hadoop, MapReduce, YARN, Pig, Oozie, Spark, Solr, HBase, Storm, Spark Streaming, Spark SQL, Hive, Amazon Redshift and Google BigQuery. Also described are serving databases (MySQL, Amazon DynamoDB, Cassandra, MongoDB) and the Django Python web framework.

Part III introduces the reader to various machine learning algorithms with examples using the Spark MLlib and H2O frameworks, and visualizations using frameworks such as Lightning, Pygal and Seaborn.

"About this title" may belong to another edition of this title.

Store Description

Online Handel nur mit Neub�chern

Visit Seller's Storefront

Seller's business information

Moluna GmbH
Engberdingdamm 27, Greven, 48268, Germany

Sale & Shipping Terms

Terms of Sale

Instructions for revocation/
Standard Business Terms and customer information/ data protection declaration

Revocation right for consumers
(A ?consumer? is any natural person who concludes a legal transaction which, to an overwhelming extent, cannot be attributed to either his commercial or independent professional activities.)

Instructions for revocation

Revocation right
You have the right to revoke this contract within one month without specifying any reasons.
The revocation period is one month...

More Information

Right of cancellation

Instructions for revocation/
Standard Business Terms and customer information/ data protection declaration

Revocation right for consumers
(A ‘consumer’ is any natural person who concludes a legal transaction which, to an overwhelming extent, cannot be attributed to either his commercial or independent professional activities.)

Instructions for revocation

Revocation right
You have the right to revoke this contract within one month without specifying any reasons.
The revocation period is one month with effect from the day,

on which you or a third party nominated by you, which is not the carrier, had taken possession of the products, provided you had ordered one or more products within the scope of a standard order and this/these product/products is/are delivered uniformly;
on which you or a third party nominated by you, which is not the carrier, had taken possession of the last product, provided you had ordered several products within the scope of a standard order and these products are delivered separately;
on which you or a third party nominated by you, which is not the carrier, had taken possession of the last part delivery or the last unit, provided you had ordered a product, which is delivered in several part deliveries or units;

In order to exercise your revocation right, you must inform us (Moluna GmbH, M�nsterstr. 105, 48268 Greven, Telephone number: 02571/5 69 89 33, Fax number: 02571/5 69 89 30, E-Mail address: abe@moluna.de) of your decision to revoke this contract by means of a clear declaration (e.g. a letter sent via post, fax or email). You can use the enclosed specimen revocation form for this, which however is not mandatory.

In order to safeguard the revocation period, it is sufficient that you send the notification about the exercise of the revocation right before the expiry of the revocation period.

Consequences of the revocation

If you revoke this contract, we shall repay all the payments, which we received from you, including the delivery costs (with the exception of additional costs, which arise from that fact that you selected a form of delivery other than the most reasonable standard delivery offered by us), immediately and at the latest within 14 days from the day on which we received the notification about the revocation of this contract from you. We use the same means of payment, which you had originally used during the original transaction, for this repayment unless expressly agreed otherwise with you; you will not be charged any fees owing to this repayment.

We can refuse the repayment until the products are returned to us or until you have furnished evidence that you have sent the products back to us, depending on whichever is earlier.

You must return or transfer the products to us immediately and, in any case, at the latest within 14 days with effect from the day on which you inform us of the revocation of this contract. The deadline is maintained if you send the products before the expiry of the 14 day deadline.

You bear the direct costs for returning the products.

You must pay for any depreciation of the products only if this depreciation can be attributed to any handling with you that was not necessary for checking the condition, features and functionality of the products.

Criteria for exclusion or expiry

The revocation right is not available for contracts

for delivery of products, which are not prefabricated and for whose manufacturing an individual selection or stipulation by the consumer is important or which are clearly tailored to the personal requirements of the consumer;
for delivery of products, which can spoil quickly or whose use-by date would be exceeded quickly;
for delivery of alcoholic drinks, whose price was agreed at the time of concluding the contract, which however can be delivered 30 days after the conclusion of the contract at the earliest and whose current value depends on the fluctuations in the market, on which the entrepreneur has no influence;
for delivery of newspapers, periodicals or magazines with the exception of subscription contracts.

The revocation right expires prematurely in case of contracts

for delivery of sealed products, which are not suitable for return for reasons of health protection or hygiene if their seal has been removed after the delivery;
for delivery of products if they have been mixed inseparably with other goods after the delivery, owing to their condition;
for delivery of sound or video recording or computer software in a sealed package if the seal has been removed after the delivery.

Specimen - revocation form

(If you wish to revoke the contract, please fill up this form and send it back to us.)

To Moluna GmbH, Engberdingdamm 27, 48268 Greven, Fax number: 02571/5 69 89 30, Email address: abe@moluna.de :
I/we () herewith revoke the contract concluded by me/ us () regarding the purchase of the following products ()/
the provision of the following service ()
Ordered on ()/ received on ()
Name of the consumer(s)
Address of the consumer(s)
Signature of the consumer(s) (only in case of a notification on paper)
Date

(*) Cross out the incorrect option.

Shipping Terms

II. Kundeninformationen

Identit�t des Verk�ufers

Moluna GmbH
Engberdingdamm 27
48268 Greven
Deutschland
Telefon: 02571/5698933
E-Mail: abe@moluna.de

Wir sind nicht bereit und nicht verpflichtet, an Streitbeilegungsverfahren vor Verbraucherschlichtungsstellen teilzunehmen.

Informationen zum Zustandekommen des Vertrages

Die technischen Schritte zum Vertragsschluss, der Vertragsschluss selbst und die Korrekturm�glichkeiten erfolgen nach Ma�gabe der Regelungen "Zustandekommen des Vertrages" unserer Allgemeinen Gesch�ftsbedingungen (Teil I.).

Vertragssprache, Vertragstextspeicherung

3.1. Vertragssprache ist deutsch .

3.2. Der vollst�ndige Vertragstext wird von uns nicht gespeichert. Vor Absenden der Bestellung k�nnen die Vertragsdaten �ber die Druckfunktion des Browsers ausgedruckt oder elektronisch gesichert werden. Nach Zugang der Bestellung bei uns werden die Bestelldaten, die gesetzlich vorgeschriebenen Informationen bei Fernabsatzvertr�gen und die Allgemeinen Gesch�ftsbedingungen nochmals per E-Mail an Sie �bersandt.

Wesentliche Merkmale der Ware oder Dienstleistung

Die wesentlichen Merkmale der Ware und/oder Dienstleistung finden sich im jeweiligen Angebot.

Preise und Zahlungsmodalit�ten

5.1. Die in den jeweiligen Angeboten angef�hrten Preise sowie die Versandkosten stellen Gesamtpreise dar. Sie beinhalten alle Preisbestandteile einschlie�lich aller anfallenden Steuern.

5.2. Die anfallenden Versandkosten sind nicht im Kaufpreis enthalten. Sie sind �ber eine entsprechend bezeichnete Schaltfl�che auf unserer Internetpr�senz oder im jeweiligen Angebot aufrufbar, werden im Laufe des Bestellvorganges gesondert ausgewiesen und sind von Ihnen zus�tzlich zu tragen, soweit nicht die versandkostenfreie Lieferung zugesagt ist.

5.3. Die Ihnen zur Verf�gung stehenden Zahlungsarten sind unter einer entsprechend bezeichneten Schaltfl�che auf unserer Internetpr�senz oder im jeweiligen Angebot ausgewiesen.

5.4. Soweit bei den einzelnen Zahlungsarten nicht anders angegeben, sind die Zahlungsanspr�che aus dem geschlossenen Vertrag sofort zur Zahlung f�llig.

Lieferbedingungen

6.1. Die Lieferbedingungen, der Liefertermin sowie gegebenenfalls bestehende Lieferbeschr�nkungen finden sich unter einer entsprechend bezeichneten Schaltfl�che auf unserer Internetpr�senz oder im jeweiligen Angebot.

Soweit im jeweiligen Angebot oder unter der entsprechend bezeichneten Schaltfl�che keine andere Frist angegeben ist, erfolgt die Lieferung der Ware innerhalb von 3-5 Tagen nach Vertragsschluss (bei vereinbarter Vorauszahlung jedoch erst nach dem Zeitpunkt Ihrer Zahlungsanweisung).

6.2. Soweit Sie Verbraucher sind ist gesetzlich geregelt, dass die Gefahr des zuf�lligen Untergangs und der zuf�lligen Verschlechterung der verkauften Sache w�hrend der Versendung erst mit der �bergabe der Ware an Sie �bergeht, unabh�ngig davon, ob die Versendung versichert oder unversichert erfolgt. Dies gilt nicht, wenn Sie eigenst�ndig ein nicht vom Unternehmer benanntes Transportunternehmen oder eine sonst zur Ausf�hrung der Versendung bestimmte Person beauftragt haben.

Sind Sie Unternehmer, erfolgt die Lieferung und Versendung auf Ihre Gefahr.

Gesetzliches M�ngelhaftungsrecht

Die M�ngelhaftung richtet sich nach der Regelung "Gew�hrleistung" in unseren Allgemeinen Gesch�ftsbedingungen (Teil I).

letzte Aktualisierung: 23.10.2019

Shipping rates from Germany to U.S.A.

Shipping rates from Germany to U.S.A.
Order quantity	16 to 45 business days	16 to 45 business days
First item	� 43.07	� 43.07

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.

Detailed Seller Information