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Books > Computing & IT > Applications of computing > Artificial intelligence > Knowledge-based systems / expert systems

Electronic Voting - First International Joint Conference, E-Vote-ID 2016, Bregenz, Austria, October 18-21, 2016, Proceedings... Electronic Voting - First International Joint Conference, E-Vote-ID 2016, Bregenz, Austria, October 18-21, 2016, Proceedings (Paperback, 1st ed. 2017)
Robert Krimmer, Melanie Volkamer, Jordi Barrat, Josh Benaloh, Nicole Goodman, …
R2,005 Discovery Miles 20 050 Ships in 18 - 22 working days

This book constitutes the thoroughly refereed conference proceedings of the First International Joint Conference on Electronic Voting, E-Vote-ID 2016, held in Bregenz, Austria, in October 2016. The 14 full papers presented were carefully reviewed and selected from 57 submissions. They represent a wide range of technological proposals for different voting settings (be it in polling stations, remote voting or even mobile voting) and case studies from different countries already using electronic voting or having conducted first trial elections.

Radio Frequency Identification - 11th International Workshop, RFIDsec 2015, New York, NY, USA, June 23-24, 2015, Revised... Radio Frequency Identification - 11th International Workshop, RFIDsec 2015, New York, NY, USA, June 23-24, 2015, Revised Selected Papers (Paperback, 1st ed. 2015)
Stefan Mangard, Patrick Schaumont
R1,630 Discovery Miles 16 300 Ships in 18 - 22 working days

This book constitutes the thoroughly refereed post-conference proceedings of the 11th International Workshop on Radio Frequency Identification held in New York, USA, in June 2015. The 10 revised full papers were carefully reviewed and selected from 23 submissions and are organized in topical sections on PUFs and applications, side-channels and countermeasures, RFID system attacks, and efficient implementations.

Automated Reasoning with Analytic Tableaux and Related Methods - 24th International Conference, TABLEAUX 2015, Wroclaw, Poland,... Automated Reasoning with Analytic Tableaux and Related Methods - 24th International Conference, TABLEAUX 2015, Wroclaw, Poland, September 21-24, 2015, Proceedings (Paperback, 1st ed. 2015)
Hans De Nivelle
R2,344 Discovery Miles 23 440 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 24th International Conference on Automated Reasoning with Analytic Tableaux and Related Methods, TABLEAUX 2015, held in Wroclaw, Poland, in September 2015. The 19 full papers and 2 papers presented in this volume were carefully reviewed and selected from 34 submissions. They are organized in topical sections named: tableaux calculi; sequent calculus; resolution; other calculi; and applications.

Mobile Services for Toy Computing (Paperback, Softcover reprint of the original 1st ed. 2015): Patrick C K Hung Mobile Services for Toy Computing (Paperback, Softcover reprint of the original 1st ed. 2015)
Patrick C K Hung
R1,899 Discovery Miles 18 990 Ships in 18 - 22 working days

The goal of this book is to crystallize the emerging mobile computing technologies and trends by focusing on the most promising solutions in services computing. The book will provide clear proof that mobile technologies are playing an increasingly important and critical role in supporting toy computing. The goal of this book is to bring together academics and practitioners to describe the use and synergy between the above-mentioned technologies. This book is intended for researchers and students working in computer science and engineering, as well as toy industry technology providers, having particular interests in mobile services.

Knowledge Science, Engineering and Management - 8th International Conference, KSEM 2015, Chongqing, China, October 28-30, 2015,... Knowledge Science, Engineering and Management - 8th International Conference, KSEM 2015, Chongqing, China, October 28-30, 2015, Proceedings (Paperback, 1st ed. 2015)
Songmao Zhang, Martin Wirsing, Zili Zhang
R1,567 Discovery Miles 15 670 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 8th International Conference on Knowledge Science, Engineering and Management, KSEM 2015, held in Chongqing, China, in October 2015. The 57 revised full papers presented together with 22 short papers and 5 keynotes were carefully selected and reviewed from 247 submissions. The papers are organized in topical sections on formal reasoning and ontologies; knowledge management and concept analysis; knowledge discovery and recognition methods; text mining and analysis; recommendation algorithms and systems; machine learning algorithms; detection methods and analysis; classification and clustering; mobile data analytics and knowledge management; bioinformatics and computational biology; and evidence theory and its application.

Internet Science - Third International Conference, INSCI 2016, Florence, Italy, September 12-14, 2016, Proceedings (Paperback,... Internet Science - Third International Conference, INSCI 2016, Florence, Italy, September 12-14, 2016, Proceedings (Paperback, 1st ed. 2016)
Franco Bagnoli, Anna Satsiou, Ioannis Stavrakakis, Paolo Nesi, Giovanna Pacini, …
R2,269 Discovery Miles 22 690 Ships in 18 - 22 working days

This book constitutes the proceedings of the Third International Conference on Internet Science held in Florence, Italy, in September 2016. The 25 papers presented were carefully reviewed and selected for inclusion in this volume. They were organized in topical sections named: collective awareness and crowdsourcing platforms collaboration, privacy and conformity in virtual/social environments; internet interoperability, freedom and data analysis; smart cities and sociotechnical systems.

Oracle Application Express Administration - For DBAs and Developers (Paperback, 1st ed.): Francis Mignault, Luc Demanche Oracle Application Express Administration - For DBAs and Developers (Paperback, 1st ed.)
Francis Mignault, Luc Demanche
R1,667 Discovery Miles 16 670 Ships in 18 - 22 working days

Succeed in managing Oracle Application Express (APEX) environments. This book focuses on creating the right combination of scalability, high-availability, backup and recovery, integrity, and resource control. The book covers everything from simple to enterprise-class deployments, with emphasis on enterprise-level requirements and coverage of cloud and hybrid-cloud scenarios. Many books cover how to develop applications in Oracle APEX. It's a tool with a fast-growing user-base as developers come to know how quick and easy it is to create new applications that run in a browser. However, just getting an application off the ground is only a small part of a bigger picture. Applications must be supported. They must be available when users need them. They must be robust against disaster and secure against malicious attack. These are the issues addressed in Oracle Application Express Administration. These are the issues that when tackled successfully lead to long term success in using Oracle APEX as a rapid application-development toolset. Readers of this book learn how to install the Oracle APEX engine in support of small-scale projects such as at the departmental level, and in support of enterprise-level projects accessed by thousands of users across dozens of time zones. Readers learn to take advantage of Oracle Database's underlying feature set in regards to application scalability and performance, integrity, security, high-availability, and robustness against failure and data loss. Oracle Application Express Administration also describes different cloud solutions, integration with Oracle E-Business Suite, and helps in taking advantage of multitenancy in Oracle Database 12c and beyond. Covers important enterprise considerations such as scalability, robustness, high-availability. Describes cloud-based application deployment scenarios Focuses on creating the right deployment environment for long-term success What You Will Learn Install, upgrade, and configure robust APEX environments Back up and recover APEX applications and their data Monitor and tune the APEX engine and its applications Benefit from new administration features in APEX 5.0 Run under multi-tenant architecture in Oracle Database 12c Manage the use of scarce resources with Resource Manager Secure your data with advanced security features Build high-availability into your APEX deployments Integrate APEX with Oracle E-Business Suite Who This Book Is For Architects, administrators, and developers who want to better understand how APEX works in a corporate environment. Readers will use this book to design deployment architectures around Oracle Database strengths like multi-tenancy, resource management, and high availability. The book is also useful to administrators responsible for installation and upgrade, backup and recovery, and the ongoing monitoring of the APEX engine and the applications built upon it.

Biometrics in the New World - The Cloud, Mobile Technology and Pervasive Identity (Paperback, Softcover reprint of the original... Biometrics in the New World - The Cloud, Mobile Technology and Pervasive Identity (Paperback, Softcover reprint of the original 1st ed. 2014)
Julian Ashbourn
R2,387 Discovery Miles 23 870 Ships in 18 - 22 working days

This book takes a fresh look at biometrics and identity management, extending the dialogue beyond technical considerations, and exploring some of the broader societal and philosophical aspects surrounding the use of biometric applications. Features: presents a brief history of the development of biometrics, and describes some of the popularly held misconceptions surrounding the technology; investigates the challenges and possibilities of biometrics across third party infrastructures and on mobile computing devices; provides guidance on biometric systems design; explores the mechanisms necessary to enable identity intelligence, including logging mechanisms, data communications and data formats; discusses such usage issues as collaboration frameworks, and messaging and data translation; examines the impact of biometric technologies on society, covering issues of privacy and user factors; reviews the current situation in identity management, and predicts where these trends may take us in the future.

Critical Systems: Formal Methods and Automated Verification - Joint 21st International Workshop on Formal Methods for... Critical Systems: Formal Methods and Automated Verification - Joint 21st International Workshop on Formal Methods for Industrial Critical Systems and 16th International Workshop on Automated Verification of Critical Systems, FMICS-AVoCS 2016, Pisa, Italy, September 26-28, 2016, Proceedings (Paperback, 1st ed. 2016)
Maurice H. ter Beek, Stefania Gnesi, Alexander Knapp
R2,058 Discovery Miles 20 580 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the Joint 21st International Workshop on Formal Methods for Industrial Critical Systems and the 16th International Workshop on Automated Verification of Critical Systems, FMICS-AVoCS 2016, held in Pisa, Italy, in September 2016.The 11 full papers and 4 short papers presented together with one invited talk were carefully reviewed and selected from 24 submissions. They are organized in the following sections: automated verification techniques; model-based system analysis; and applications and case studies.

Deep Learning Pocket Reference Guide - A quick pocket reference guide to a collection of deep learning algorithms and key terms... Deep Learning Pocket Reference Guide - A quick pocket reference guide to a collection of deep learning algorithms and key terms (Paperback)
The Data Guy
R256 Discovery Miles 2 560 Ships in 18 - 22 working days
Automated Machine Learning - Hyperparameter optimization, neural architecture search, and algorithm selection with cloud... Automated Machine Learning - Hyperparameter optimization, neural architecture search, and algorithm selection with cloud platforms (Paperback)
Adnan Masood; Foreword by Ahmed Sherif
R1,102 Discovery Miles 11 020 Ships in 18 - 22 working days

Get to grips with automated machine learning and adopt a hands-on approach to AutoML implementation and associated methodologies Key Features Get up to speed with AutoML using OSS, Azure, AWS, GCP, or any platform of your choice Eliminate mundane tasks in data engineering and reduce human errors in machine learning models Find out how you can make machine learning accessible for all users to promote decentralized processes Book DescriptionEvery machine learning engineer deals with systems that have hyperparameters, and the most basic task in automated machine learning (AutoML) is to automatically set these hyperparameters to optimize performance. The latest deep neural networks have a wide range of hyperparameters for their architecture, regularization, and optimization, which can be customized effectively to save time and effort. This book reviews the underlying techniques of automated feature engineering, model and hyperparameter tuning, gradient-based approaches, and much more. You'll discover different ways of implementing these techniques in open source tools and then learn to use enterprise tools for implementing AutoML in three major cloud service providers: Microsoft Azure, Amazon Web Services (AWS), and Google Cloud Platform. As you progress, you'll explore the features of cloud AutoML platforms by building machine learning models using AutoML. The book will also show you how to develop accurate models by automating time-consuming and repetitive tasks in the machine learning development lifecycle. By the end of this machine learning book, you'll be able to build and deploy AutoML models that are not only accurate, but also increase productivity, allow interoperability, and minimize feature engineering tasks. What you will learn Explore AutoML fundamentals, underlying methods, and techniques Assess AutoML aspects such as algorithm selection, auto featurization, and hyperparameter tuning in an applied scenario Find out the difference between cloud and operations support systems (OSS) Implement AutoML in enterprise cloud to deploy ML models and pipelines Build explainable AutoML pipelines with transparency Understand automated feature engineering and time series forecasting Automate data science modeling tasks to implement ML solutions easily and focus on more complex problems Who this book is forCitizen data scientists, machine learning developers, artificial intelligence enthusiasts, or anyone looking to automatically build machine learning models using the features offered by open source tools, Microsoft Azure Machine Learning, AWS, and Google Cloud Platform will find this book useful. Beginner-level knowledge of building ML models is required to get the best out of this book. Prior experience in using Enterprise cloud is beneficial.

Supercomputing for Molecular Dynamics Simulations - Handling Multi-Trillion Particles in Nanofluidics (Paperback, 2015 ed.):... Supercomputing for Molecular Dynamics Simulations - Handling Multi-Trillion Particles in Nanofluidics (Paperback, 2015 ed.)
Alexander Heinecke, Wolfgang Eckhardt, Martin Horsch, Hans-Joachim Bungartz
R1,622 Discovery Miles 16 220 Ships in 18 - 22 working days

This work presents modern implementations of relevant molecular dynamics algorithms using ls1 mardyn, a simulation program for engineering applications. The text focuses strictly on HPC-related aspects, covering implementation on HPC architectures, taking Intel Xeon and Intel Xeon Phi clusters as representatives of current platforms. The work describes distributed and shared-memory parallelization on these platforms, including load balancing, with a particular focus on the efficient implementation of the compute kernels. The text also discusses the software-architecture of the resulting code.

Human Centered Computing - Second International Conference, HCC 2016, Colombo, Sri Lanka, January 7-9, 2016, Revised Selected... Human Centered Computing - Second International Conference, HCC 2016, Colombo, Sri Lanka, January 7-9, 2016, Revised Selected Papers (Paperback, 1st ed. 2016)
Qiaohong Zu, Bo Hu
R2,838 Discovery Miles 28 380 Ships in 18 - 22 working days

This book constitutes revised selected papers from the thoroughly refereed proceedings of the Second International Human Centered Computing Conference, HCC 2016, that consolidated and further develops the successful ICPCA/SWS conferences on Pervasive Computing and the Networked World, and which was held in Colombo, Sri Lanka, in January 2016. The 58 full papers and 30 short papers presented in this volume together with one keynote talk were carefully reviewed and selected from 211 submissions. These proceedings present research papers investigating into a variety of aspects towards human centric intelligent societies. They cover the categories: infrastructure and devices; service and solution; data and knowledge; and community.

Formal Methods for Industrial Critical Systems - 20th International Workshop, FMICS 2015 Oslo, Norway, June 22-23, 2015... Formal Methods for Industrial Critical Systems - 20th International Workshop, FMICS 2015 Oslo, Norway, June 22-23, 2015 Proceedings (Paperback, 2015 ed.)
Manuel Nunez, Matthias Gudemann
R1,973 Discovery Miles 19 730 Ships in 18 - 22 working days

This book constitutes the proceedings of the 20th International Workshop on Formal Methods for Industrial Critical Systems, FMICS 2015, Oslo, Norway, in June 2015. The 12 papers presented in this volume were carefully reviewed and selected from 20 submissions. They are organized in topical sections: applications; protocols; specification and analysis; verification.

Measurement, Modelling and Evaluation of Dependable Computer and Communication Systems - 18th International GI/ITG Conference,... Measurement, Modelling and Evaluation of Dependable Computer and Communication Systems - 18th International GI/ITG Conference, MMB & DFT 2016, Munster, Germany, April 4-6, 2016, Proceedings (Paperback, 1st ed. 2016)
Anne Remke, Boudewijn R. Haverkort
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the proceedings of the 18th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems and Dependability and Fault Tolerance, MMB & DFT 2016, held in Munster, Germany, in April 2016. The 12 full papers and 3 short papers included in this volume were carefully reviewed and selected from 23 submissions. The papers deal with the fields of performance evaluation, dependability, and fault-tolerance of computer and communication systems. A relatively new topic of smart grids is also covered.

Haptics: Perception, Devices, Control, and Applications - 10th International Conference, EuroHaptics 2016, London, UK, July... Haptics: Perception, Devices, Control, and Applications - 10th International Conference, EuroHaptics 2016, London, UK, July 4-7, 2016, Proceedings, Part II (Paperback, 1st ed. 2016)
Fernando Bello, Hiroyuki Kajimoto, Yon Visell
R2,788 Discovery Miles 27 880 Ships in 18 - 22 working days

The two-volume set LNCS 9774 and 9775 constitutes the refereed proceedings of the 10th International Conference EuroHaptics 2016, held in London, UK, in July 2016. The 100 papers (36 oral presentations and 64 poster presentations) presented were carefully reviewed and selected from 162 submissions. These proceedings reflect the multidisciplinary nature of EuroHaptics and cover topics such as perception of hardness and softness; haptic devices; haptics and motor control; tactile cues; control of haptic interfaces; thermal perception; robotics and sensing; applications.

Learn Machine Learning for Finance - The comprehensive quickstart guide to build 6-figures passive income with stock and day... Learn Machine Learning for Finance - The comprehensive quickstart guide to build 6-figures passive income with stock and day trading. Master as a pro Python, Scikit, TensorFlow and Keras in 7 days (Paperback)
Jason Test, Mark Broker
R496 Discovery Miles 4 960 Ships in 18 - 22 working days
Dynamite Online Teacher - 110 Tips, Tools & Ideas To Connect With Your Students Online & Embrace Progress (Paperback): Dennise... Dynamite Online Teacher - 110 Tips, Tools & Ideas To Connect With Your Students Online & Embrace Progress (Paperback)
Dennise Heckman
R393 Discovery Miles 3 930 Ships in 18 - 22 working days
Information Security - 17th International Conference, ISC 2014, Hong Kong, China, October 12-14, 2014, Proceedings (Paperback,... Information Security - 17th International Conference, ISC 2014, Hong Kong, China, October 12-14, 2014, Proceedings (Paperback, 2014 ed.)
Sherman S.M. Chow, Jan Camenisch, Lucas C.K. Hui, Siu Ming Yiu
R2,915 Discovery Miles 29 150 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 17th International Conference on Information Security, ISC 2014, held in Hong Kong, China, in October 2014. The 20 revised full papers presented together with 16 short papers and two invited papers were carefully reviewed and selected from 106 submissions. The papers are organized in topical sections on public-key encryption, authentication, symmetric key cryptography, zero-knowledge proofs and arguments, outsourced and multi-party computations, implementation, information leakage, firewall and forensics, Web security, and android security.

Agent Environments for Multi-Agent Systems IV - 4th International Workshop, E4MAS 2014 - 10 Years Later, Paris, France, May 6,... Agent Environments for Multi-Agent Systems IV - 4th International Workshop, E4MAS 2014 - 10 Years Later, Paris, France, May 6, 2014, Revised Selected and Invited Papers (Paperback, 1st ed. 2015)
Danny Weyns, Fabien Michel
R2,068 Discovery Miles 20 680 Ships in 18 - 22 working days

This book constitutes the thoroughly refereed post-workshop proceedings of the 4th International Workshop on Environments for Multiagent Systems, E4MAS 2014 - 10 years later, held in Paris, France, in May 2014 as an associated event of AAMAS 2014, the 13th International Conference on Autonomous Agents and Multiagent Systems. The 6 revised full papers presented together with 1 roadmap paper and 7 invited papers were carefully reviewed and selected from 14 initial submissions. The papers are organized in topical sections on connecting agents, environments, and humans; environments for complex and stigmergic systems; virtual and simulated environments; and open agent environments and interoperability.

Testing Software and Systems - 27th IFIP WG 6.1 International Conference, ICTSS 2015, Sharjah and Dubai, United Arab Emirates,... Testing Software and Systems - 27th IFIP WG 6.1 International Conference, ICTSS 2015, Sharjah and Dubai, United Arab Emirates, November 23-25, 2015, Proceedings (Paperback, 1st ed. 2015)
Khaled El-Fakih, Gerassimos Barlas, Nina Yevtushenko
R2,111 Discovery Miles 21 110 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 27th IFIP WG 6.1 International Conference on Testing Software and Systems, ICTSS 2015, held in Sharjah and Dubai, United Arab Emirates, in November 2015. The 14 revised full papers and 4 short papers presented were carefully reviewed and selected from 42 submissions. The papers are organized in topical sections on model based testing, test derivation methods, monitoring and fault localization, model and system testing, and real-time systems.

Intelligent Robotics and Applications - 8th International Conference, ICIRA 2015, Portsmouth, UK, August 24-27, 2015,... Intelligent Robotics and Applications - 8th International Conference, ICIRA 2015, Portsmouth, UK, August 24-27, 2015, Proceedings, Part I (Paperback, 1st ed. 2015)
Honghai Liu, Naoyuki Kubota, Xiangyang Zhu, Rudiger Dillmann, Dalin Zhou
R1,521 Discovery Miles 15 210 Ships in 18 - 22 working days

This three volume set LNAI 9244, 9245, and 9246 constitutes the refereed proceedings of the 8th International Conference on Intelligent Robotics and Applications, ICIRA 2015, held in Portsmouth, UK, in August 2015. The 60 papers included in the first volume are organized in topical sections on analysis and control for complex systems; marine vehicles and oceanic engineering; drives and actuators' modeling; biomechatronics in bionic dexterous hand; robot actuators and sensors; intelligent visual systems; estimation and identification; and adaptive control system.

Intelligent Robotics and Applications - 8th International Conference, ICIRA 2015, Portsmouth, UK, August 24-27, 2015,... Intelligent Robotics and Applications - 8th International Conference, ICIRA 2015, Portsmouth, UK, August 24-27, 2015, Proceedings, Part II (Paperback, 1st ed. 2015)
Honghai Liu, Naoyuki Kubota, Xiangyang Zhu, Rudiger Dillmann, Dalin Zhou
R1,594 Discovery Miles 15 940 Ships in 18 - 22 working days

This three volume set LNAI 9244, 9245, and 9246 constitutes the refereed proceedings of the 8th International Conference on Intelligent Robotics and Applications, ICIRA 2015, held in Portsmouth, UK, in August 2015. The 61 papers included in the second volume are organized in topical sections on man-machine interaction; robot design, development and control; navigation and planning; robot motion analysis and planning; medical robot; prototyping; and manufacturing.

Integrated Uncertainty in Knowledge Modelling and Decision Making - 4th International Symposium, IUKM 2015, Nha Trang, Vietnam,... Integrated Uncertainty in Knowledge Modelling and Decision Making - 4th International Symposium, IUKM 2015, Nha Trang, Vietnam, October 15-17, 2015, Proceedings (Paperback, 1st ed. 2015)
Van-Nam Huynh, Masahiro Inuiguchi, Thierry Demoeux
R2,693 Discovery Miles 26 930 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 4th International Symposium on Integrated Uncertainty in Knowledge Modeling and Decision Making, IUKM 2015, held in Nha Trang, Vietnam, in October 2015. The 40 revised full papers were carefully reviewed and selected from 58 submissions and are presented together with three keynote and invited talks. The papers provide a wealth of new ideas and report both theoretical and applied research on integrated uncertainty modeling and management

The DATA Bonanza - Improving Knowledge Discovery in Science, Engineering, and Business (Hardcover): M. Atkinson The DATA Bonanza - Improving Knowledge Discovery in Science, Engineering, and Business (Hardcover)
M. Atkinson
R2,854 Discovery Miles 28 540 Ships in 18 - 22 working days

Complete guidance for mastering the tools and techniques of the digital revolution

With the digital revolution opening up tremendous opportunities in many fields, there is a growing need for skilled professionals who can develop data-intensive systems and extract information and knowledge from them. This book frames for the first time a new systematic approach for tackling the challenges of data-intensive computing, providing decision makers and technical experts alike with practical tools for dealing with our exploding data collections.

Emphasizing data-intensive thinking and interdisciplinary collaboration, "The Data Bonanza: Improving Knowledge Discovery in Science, Engineering, and Business "examines the essential components of knowledge discovery, surveys many of the current research efforts worldwide, and points to new areas for innovation. Complete with a wealth of examples and DISPEL-based methods demonstrating how to gain more from data in real-world systems, the book: Outlines the concepts and rationale for implementing data-intensive computing in organizationsCovers from the ground up problem-solving strategies for data analysis in a data-rich worldIntroduces techniques for data-intensive engineering using the Data-Intensive Systems Process Engineering Language DISPELFeatures in-depth case studies in customer relations, environmental hazards, seismology, and moreShowcases successful applications in areas ranging from astronomy and the humanities to transport engineeringIncludes sample program snippets throughout the text as well as additional materials on a companion website

"The Data Bonanza" is a must-have guide for information strategists, data analysts, and engineers in business, research, and government, and for anyone wishing to be on the cutting edge of data mining, machine learning, databases, distributed systems, or large-scale computing.

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