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  • English  (11)
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  • Grimm, Wilhelm
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  • [Erscheinungsort nicht ermittelbar] : Apress
  • [Erscheinungsort nicht ermittelbar] : Editions d'Organisation
  • Electronic data processing personnel Certification  (7)
  • Data mining  (4)
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  • English  (11)
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  • 1
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 9781789615326
    Language: English
    Pages: 1 online resource (740 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 005.13/3
    Keywords: Python (Computer program language) ; Data mining ; Electronic books ; local ; Python (Langage de programmation) ; Exploration de données (Informatique) ; Data mining ; Python (Computer program language)
    Abstract: Get to grips with pandas - a versatile and high-performance Python library for data manipulation, analysis, and discovery Key Features Perform efficient data analysis and manipulation tasks using pandas Apply pandas to different real-world domains with the help of step-by-step demonstrations Get accustomed to using pandas as an effective data exploration tool Book Description Data analysis has become a necessary skill in a variety of domains where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will be able to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification using scikit-learn to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learn Understand how data analysts and scientists gather and analyze data Perform data analysis and data wrangling using Python Combine, group, and aggregate data from multiple sources Create data visualizations with pandas, matplotlib, and seaborn Apply machine learning (ML) algorithms to identify patterns and make predictions Use Python data science libraries to analyze real-world datasets Use pandas to solve common data representation and analysis problems Build Python scripts, modules, and packages for reusable analysis code Who this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial. Downloading the example code for this ebook: You can download the example ...
    Note: Online resource; Title from title page (viewed July 26, 2019)
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  • 2
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Packt Publishing | Boston, MA : Safari
    ISBN: 1838552162 , 9781838552169 , 1838552863 , 9781838552862 , 9781838552862
    Language: English
    Pages: 1 online resource (426 pages)
    Edition: 1st edition
    Parallel Title: Erscheint auch als
    DDC: 006.31
    Keywords: Machine learning ; Data mining ; Python (Computer program language) ; Electronic books ; local ; Apprentissage automatique ; Exploration de données (Informatique) ; Python (Langage de programmation) ; Data mining ; Machine learning ; Python (Computer program language)
    Abstract: Leverage the power of the Python data science libraries and advanced machine learning techniques to analyse large unstructured datasets and predict the occurrence of a particular future event. Key Features Explore the depths of data science, from data collection through to visualization Learn pandas, scikit-learn, and Matplotlib in detail Study various data science algorithms using real-world datasets Book Description Data Science with Python begins by introducing you to data science and teaches you to install the packages you need to create a data science coding environment. You will learn three major techniques in machine learning: unsupervised learning, supervised learning, and reinforcement learning. You will also explore basic classification and regression techniques, such as support vector machines, decision trees, and logistic regression. As you make your way through chapters, you will study the basic functions, data structures, and syntax of the Python language that are used to handle large datasets with ease. You will learn about NumPy and pandas libraries for matrix calculations and data manipulation, study how to use Matplotlib to create highly customizable visualizations, and apply the boosting algorithm XGBoost to make predictions. In the concluding chapters, you will explore convolutional neural networks (CNNs), deep learning algorithms used to predict what is in an image. You will also understand how to feed human sentences to a neural network, make the model process contextual information, and create human language processing systems to predict the outcome. By the end of this book, you will be able to understand and implement any new data science algorithm and have the confidence to experiment with tools or libraries other than those covered in the book. What you will learn Pre-process data to make it ready to use for machine learning Create data visualizations with Matplotlib Use scikit-learn to perform dimension reduction using principal component analysis (PCA) Solve classification and regression problems Get predictions using the XGBoost library Process images and create machine learning models to decode them Process human language for prediction and classification Use TensorBoard to monitor training metrics in real time Find the best hyperparameters for your model with AutoML Who this book is for Data Science with Python is designed for data analysts, data scientists, database engineers, and business analysts who want to m...
    Note: Online resource; Title from title page (viewed July 19, 2019)
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  • 3
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 8 hr., 12 min.)
    Edition: 1st edition
    Keywords: Microsoft Windows (Computer file) Study guides Examination ; Electronic data processing personnel Certification ; Electronic videos ; local ; Microsoft Windows (Computer file) ; Electronic data processing personnel ; Certification ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: More than 8 hours of video instruction to help you support your organization’s Windows 10 deployment and prepare for Exam MD-100 Windows 10, one of the exams required to achieve Microsoft 365 Certified: Modern Desktop Administrator Associate. Overview This engaging, self-paced instructional video course demonstrates various aspects of deploying, maintaining, and securing Windows 10 devices and data. You learn methods and technologies that help you install and configure Windows 10, develop device management policies, protect data, improve security, configure networking, and more. If you’re planning to take Exam MD-100 Windows 10, this video course covers the exam objective domains published by Microsoft in a logical way for learning the technology and preparing for the exam. Throughout each lesson, Microsoft certified trainer and technical author Andrew Warren describes key concepts and puts them into action with demonstrations and real-world scenarios. You can follow along by building a test lab using virtual machines. About the Instructor Andrew Warren has more than 30 years of experience in the IT industry, many of which he has spent teaching and writing. He is a Microsoft Certified Trainer and has been involved as a subject matter expert in many of the Windows Server 2016 courses and as the technical lead in many Windows 10 courses. He also has been involved in developing TechNet sessions about Microsoft Exchange Server. He is the co-author of Exam Ref MD-100 Windows 10 and Exam Ref MD-101 Managing Modern Desktops and the author of Exam Ref 70-741 Networking with Windows Server 2016 and Exam Ref 70-742 Identity with Windows Server 2016 , published by Microsoft Press. Andrew is based in the United Kingdom and lives in rural Somerset, where he runs his own IT training and education consultancy. Skill Level Intermediate Learn How To Deploy Windows Manage devices and data Configure connectivity Maintain Windows Who Should Take This Course IT professionals who deploy, configure, secure, manage, and monitor devices and client applications in an enterprise environment IT professionals who manage identity, access, policies, updates, and apps IT professionals who want to explore new and updated features in Windows 10 Windows 10 administrators preparing for Exam MD-100 Windows 10 Course Requirements Foundational IT skills Basic understanding of and experience with Windows networking
    Note: Online resource; Title from title screen (viewed September 12, 2019)
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  • 4
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    ISBN: 9780135560891 , 0135560896
    Language: English
    Pages: 1 online resource (321 pages)
    Edition: 1st edition
    Keywords: Microsoft Windows (Computer file) Study guides Examination ; Microcomputers Study guides Maintenance and repair ; Examinations ; Electronic data processing personnel Certification ; Electronic books ; local ; Microsoft Windows (Computer file) ; Micro-ordinateurs ; Entretien et réparations ; Examens ; Guides de l'étudiant ; Electronic data processing personnel ; Certification ; Microcomputers ; Maintenance and repair ; Examinations ; Electronic books ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: Prepare for Microsoft Exam MD-101 –and help demonstrate your real-world mastery of skills and knowledge required to manage modern Windows 10 desktops. Designed for Windows administrators, Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified Associate level. Focus on the expertise measured by these objectives: Deploy and update operating systems Manage policies and profiles Manage and protect devices Manage apps and data This Microsoft Exam Ref : Organizes its coverage by exam objectives Features strategic, what-if scenarios to challenge you Assumes you have experience deploying, configuring, securing, managing, and monitoring devices and client applications in an enterprise environment About the Exam Exam MD-101 focuses on knowledge needed to plan and implement Windows 10 with dynamic deployment or Windows Autopilot; upgrade devices to Windows 10; manage updates and device authentication; plan and implement co-management; implement conditional access and compliance policies; configure device profiles; manage user profiles; manage Windows Defender; manage Intune device enrollment and inventory; monitor devices; deploy/update applications, and implement Mobile Application Management (MAM). About Microsoft Certification Passing this exam and Exam MD-100 Windows 10 fulfills your requirements for the Microsoft 365 Certified: Modern Desktop Administrator Associate certification credential, demonstrating your ability to install Windows 10 operating systems and deploy and manage modern desktops and devices in an enterprise environment. See full details at: microsoft.com/learn
    Note: Online resource; Title from title page (viewed August 5, 2019)
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  • 5
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Microsoft Press | Boston, MA : Safari
    ISBN: 9780135560624 , 0135560624 , 9780135560716 , 0135560713
    Language: English
    Pages: 1 online resource (400 pages)
    Edition: 1st edition
    Keywords: Microsoft Windows (Computer file) Study guides Examination ; Electronic data processing personnel Certification ; Electronic books ; local ; Microsoft Windows (Computer file) ; Electronic data processing personnel ; Certification ; Electronic books ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: Prepare for Microsoft Exam MD-100: Windows 10—and help demonstrate your real-world mastery of skills and knowledge required to deploy, configure, secure, manage, and monitor Windows devices and client applications. Designed for Windows administrators, Exam Ref MD-100: Windows 10 focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified Associate level. Focus on the expertise measured by these objectives: Deploy Windows Manage devices and data Configure connectivity Maintain Windows This Microsoft Exam Ref MD-100: Windows 10 : Organizes its coverage by exam objectives Features strategic, what-if scenarios to challenge you Assumes you have some experience administering Windows 10 and non-Windows devices and technologies About the Exam Exam MD-100: Windows 10 focuses on knowledge needed to deploy Windows; perform post-installation configuration; manage local users, local groups, and devices; configure data access and protection; configure devices with local policies; manage Windows security; configure networking; configure remote connectivity; configure system and data recovery; manage updates; and monitor and manage Windows. About Microsoft Certification Passing this exam and Exam MD-101: Managing Modern Desktops fulfills your requirements for the Microsoft 365 Certified: Modern Desktop Administrator Associate certification credential, demonstrating your ability to install Windows 10 operating systems and deploy and manage modern desktops and devices in an enterprise environment. See full details at: microsoft.com/learn
    Note: Online resource; Title from title page (viewed July 5, 2019)
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  • 6
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    Language: English
    Pages: 1 online resource (1 video file, approximately 18 hr., 36 min.)
    Edition: 2nd edition
    Series Statement: LiveLessons
    Keywords: Computer security Study guides Examinations ; Penetration testing (Computer security) Study guides Examinations ; Hacking Study guides Examinations ; Computer networks Study guides Security measures ; Examinations ; Electronic data processing personnel Certification ; Electronic videos ; local ; Sécurité informatique ; Examens ; Guides de l'étudiant ; Tests d'intrusion ; Examens ; Guides de l'étudiant ; Piratage informatique ; Examens ; Guides de l'étudiant ; Réseaux d'ordinateurs ; Sécurité ; Mesures ; Examens ; Guides de l'étudiant ; Computer networks ; Security measures ; Examinations ; Computer security ; Examinations ; Electronic data processing personnel ; Certification ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: 18+ Hours of Video Instruction Learn everything you need to know to pass the Certified Ethical Hacker exam. Overview Certified Ethical Hacker (CEH) Complete Video Course provides a complete overview of the topics contained in the EC-Council Blueprint for the CEH exam. With 5 modules containing more than 18 hours of training, this course covers all concepts in the objectives so you can master the knowledge you need to pass the exam. Build your ethical hacking skills with the foundations of reconnaissance, footprinting, enumeration, and vulnerability analysis and dive into hacking web servers, applications, wireless networks, IoT devices, and mobile platforms. Veteran security experts Omar Santos, Nick Garner, and Bo Rothwell provide a thorough foundation through demos and best practices for security risk analysis, as well as hacking tools and methods. With this knowledge, you will be able to confidently mitigate and help guard your network from the multifaceted attacks that you will encounter while also preparing you to pass the CEH exam. Regardless of your level of experience, this video course explores all sides of a multi-pronged cybersecurity attack to ensure that you are prepared to combat attack threats. About the Instructors Omar Santos is an active member of the cybersecurity community, where he leads several industry-wide initiatives and standards bodies. He is a principal engineer of the Cisco Product Security Incident Response Team (PSIRT), where he mentors and leads engineers and incident managers during the investigation and resolution of cyber security vulnerabilities. He is the author of several cybersecurity books and video courses. You can obtain additional information about Omar’s projects at omarsantos.io and h4cker.org. Nick Garner , CCIE No. 17871, is a solutions integration architect for Cisco Systems. He has been in Cisco Advanced Services supporting customers in both transactional and subscription engagements for 8 years. In his primary role, he has deployed and supported large-scale data center designs for prominent clients in the San Francisco Bay area. His primary technical focus outside of data center routing and switching designs is security and multicast. William “Bo” Rothwell has a passion for understanding how computers work and sharing this knowledge with others has resulted in a rewarding career in IT training. His experience includes Linux, Unix, and programming languages such as Perl, Python, Tcl, and BASH. H...
    Note: Online resource; Title from title screen (viewed July 10, 2019)
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  • 7
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    ISBN: 9780137341658 , 0137341652 , 9780135938058
    Language: English
    Pages: 1 online resource (714 pages)
    Edition: 1st edition
    DDC: 005.432076
    Keywords: Red Hat, Inc ; Linux Study guides Examinations ; Operating systems (Computers) Study guides Examinations ; Electronic data processing personnel Certification ; Systems engineering Study guides Examinations ; Electronic books ; local ; Red Hat, Inc ; Linux ; Systèmes d'exploitation (Ordinateurs) ; Examens ; Guides de l'étudiant ; Ingénierie des systèmes ; Examens ; Guides de l'étudiant ; Electronic data processing personnel ; Certification ; Examinations ; Operating systems (Computers) ; Examinations ; Systems engineering ; Examinations ; Study guides ; Study guides
    Abstract: Learn, prepare, and practice for Red Hat RHCSA 8 (EX200) exam success with this Cert Guide from Pearson IT Certification, a leader in IT Certification learning. Master Red Hat RHCSA 8 EX200 exam topics Assess your knowledge with chapter-ending quizzes Review key concepts with exam-preparation tasks Practice with four unique practice tests Learn from two full hours of video training from the author’s Red Hat Certified System Administrator (RHCSA) Complete Video Course , 3rd Edition. Red Hat RHCSA 8 Cert Guide is a best-of-breed exam study guide. Leading Linux consultant, author, and instructor Sander van Vugt shares preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. Material is presented in a concise manner, focusing on increasing your understanding and retention of exam topics. The book presents you with an organized test-preparation routine through the use of proven series elements and techniques. Exam topic lists make referencing easy. Chapter-ending Exam Preparation Tasks help you drill on key concepts you must know thoroughly. Review questions help you assess your knowledge, and a final preparation chapter guides you through tools and resources to help you craft your final study plan. The companion website also contains two additional practice tests plus two full hours of personal video training from the author’s Red Hat Certified System Administrator (RHCSA) Complete Video Course , 3rd Edition. Well regarded for its level of detail, assessment features, and challenging review questions and exercises, this study guide helps you master the concepts and techniques that will enable you to succeed on the exam the first time, including Basic system management: Installation, tools, file management, text files, RHEL8 connections, user/group management, permissions, and network configuration Operating running systems: Managing software, processes, storage, and advanced storage; working with systemd; scheduling tasks; and configuring logging Advanced system administration: Managing the kernel and boot procedures, essential troubleshooting, bash shell scripting Managing network services: Configuring SSH, firewalls, and time services; managing Apache HTTP services and SE Linux; and accessing network storage Companion Website The website contains two free, complete practice exams and two full hours of video training from the author’s Red Hat Certified System Ad...
    Note: Online resource; Title from title page (viewed December 13, 2019)
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  • 8
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    ISBN: 9780135783467 , 0135783461
    Language: English
    Pages: 1 online resource (84 pages)
    Edition: 1st edition
    Series Statement: Cert guide
    Keywords: Amazon Web Services (Firm) Study guides Examinations ; Cloud computing Study guides Examinations ; Web services Study guides Examinations ; Electronic data processing personnel Certification ; Electronic books ; local ; Amazon Web Services (Firm) ; Infonuagique ; Examens ; Guides de l'étudiant ; Services Web ; Examens ; Guides de l'étudiant ; Electronic data processing personnel ; Certification ; Examinations ; Electronic books ; examination study guides ; Study guides ; Study guides ; Guides de l'étudiant
    Abstract: The AWS Certified Sysops Administrator Associate certification demonstrates your expertise in deploying, managing, securing, optimizing, and automating solutions on the world's leading cloud platform, Amazon Web Services. AWS Certified Sysops Administrator Associate Cert Guide is the comprehensive self-study resource for Amazon's valuable new exam. Designed for all AWS Certified Sysops Administrator Associate candidates, this guide covers every exam objective concisely and logically, with extensive teaching features designed to promote retention and understanding. You'll find: Hands-on labs you can perform with a free AWS account Real-world examples throughout Pre-chapter quizzes to assess knowledge upfront, and efficiently focus your study Foundation topics sections that explain concepts and configurations, and link theory to practice Key topics sections calling attention to every figure, table, and list you must know Exam Preparation sections with additional chapter review features Final preparation chapter with tools and resources to help you craft review and test-taking strategies and optimize study time A customizable practice test library This guide offers comprehensive, up-to-date coverage of all AWS Certified Sysops Administrator Associate topics related to: Deploying, provisioning, managing, and operating AWS systems that scale, are highly available, and are fault tolerant Implementing and managing data storage, and data flows into and out of AWS Choosing the right AWS service for each requirement Selecting the right best practices for AWS operations Enforcing security and compliance Projecting usage costs and establishing operational cost controls Moving on-premises workloads into AWS Automating and optimizing AWS systems for maximum efficiency and value
    Note: Online resource; Title from title page (viewed December 24, 2019)
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  • 9
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : PH Professional Business | Boston, MA : Safari
    ISBN: 9780133823776 , 0133823776
    Language: English
    Pages: 1 online resource (12 pages)
    Edition: 1st edition
    DDC: 658
    Keywords: Industrial management ; Data mining ; Data Mining ; Electronic books ; local ; Gestion d'entreprise ; Exploration de données (Informatique) ; Data mining ; Industrial management
    Abstract: This new business analytics case study challenges readers to help a company's sustainability coordinator choose her first high-profile project, based on both qualitative and quantitative inputs, including alignment with the company's mission. Readers will consider three alternatives with significantly different financial and timing implications and decision-making criteria. Crystallizing realistic analytical challenges faced by companies in many industries, this case study covers the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend optimal actions. Author: Robert P. Sroufe and Marie Fechik-Kirk, Duquesne University.
    Note: Online resource; Title from title page (viewed January 16, 2014)
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  • 10
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : PH Professional Business | Boston, MA : Safari
    ISBN: 9780133823882 , 0133823881
    Language: English
    Pages: 1 online resource (8 pages)
    Edition: 1st edition
    DDC: 006.312
    Keywords: Data mining ; Electronic books ; local ; Exploration de données (Informatique) ; Data mining
    Abstract: This new business analytics case study challenges readers to optimize the logistics operation for a regional chain of discount stores, gaining the insight they need to consolidate routes and eliminate overspending. Crystallizing realistic analytical challenges faced by companies in many industries and markets, it exposes readers to the entire decision-making process, providing opportunities to perform analyses, interpret output, and recommend the best course of action. Author: Matthew J. Drake, Duquesne University.
    Note: Online resource; Title from title page (viewed January 16, 2014)
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  • 11
    Online Resource
    Online Resource
    [Erscheinungsort nicht ermittelbar] : Pearson IT Certification | Boston, MA : Safari
    ISBN: 9780789740106
    Language: English
    Pages: 1 online resource (1 video file, approximately 35 hr., 13 min.)
    Edition: 1st edition
    Keywords: Electronic data processing personnel Certification ; Computer security Study guides Examinations ; Electronic videos ; local ; Sécurité informatique ; Examens ; Guides de l'étudiant ; Computer security ; Examinations ; Electronic data processing personnel ; Certification ; Study guides
    Abstract: The fast, powerful way to prepare for your CISSP exam! 30+ hours of personal video training from leading security expert Shon Harris Achieving the (ISC)2’s globally recognized CISSP can give your IT career a lift. In this DVD, the world’s #1 CISSP trainer brings her legendary five-day boot camp to your computer screen. Packed with over 30 hours of instruction adapted from Shon’s classes, this video course includes realistic labs, scenarios, case studies, and animations designed to build and test your knowledge in real-word settings. Preparing for the CISSP has never been this easy or convenient. Master the skills and concepts you need for all ten CISSP common body of knowledge domains: Access Control Application Security Business Continuity and Disaster Recovery Planning Cryptography Information Security and Risk Management Legal, Regulations, Compliance, and Investigations Operations Security Physical (Environmental) Security Security Architecture and Design Telecommunications and Network Security System Requirements OPERATING SYSTEM: Windows 2000, XP, or Vista; Mac OS X 10.4 (Tiger) or later MULTIMEDIA: DVD drive; 1024 x 768 or higher display; sound card with speakers COMPUTER: 500MHz or higher CPU; 128MB RAM or more
    Note: Online resource; Title from title screen (viewed May 1, 2009)
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