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This book addresses the growing need for machine learning and data
mining in neuroscience. The book offers a basic overview of the
neuroscience, machine learning and the required math and
programming necessary to develop reliable working models. The
material is presented in a easy to follow user-friendly manner and
is replete with fully working machine learning code. Machine
Learning for Neuroscience: A Systematic Approach, tackles the needs
of neuroscience researchers and practitioners that have very little
training relevant to machine learning. The first section of the
book provides an overview of necessary topics in order to delve
into machine learning, including basic linear algebra and Python
programming. The second section provides an overview of
neuroscience and is directed to the computer science oriented
readers. The section covers neuroanatomy and physiology, cellular
neuroscience, neurological disorders and computational
neuroscience. The third section of the book then delves into how to
apply machine learning and data mining to neuroscience and provides
coverage of artificial neural networks (ANN), clustering, and
anomaly detection. The book contains fully working code examples
with downloadable working code. It also contains lab assignments
and quizzes, making it appropriate for use as a textbook. The
primary audience is neuroscience researchers who need to delve into
machine learning, programmers assigned neuroscience related machine
learning projects and students studying methods in computational
neuroscience.
Mobile devices are ubiquitous; therefore, mobile device forensics
is absolutely critical. Whether for civil or criminal
investigations, being able to extract evidence from a mobile device
is essential. This book covers the technical details of mobile
devices and transmissions, as well as forensic methods for
extracting evidence. There are books on specific issues like
Android forensics or iOS forensics, but there is not currently a
book that covers all the topics covered in this book. Furthermore,
it is such a critical skill that mobile device forensics is the
most common topic the Author is asked to teach to law enforcement.
This is a niche that is not being adequately filled with current
titles. An In-Depth Guide to Mobile Device Forensics is aimed
towards undergraduates and graduate students studying cybersecurity
or digital forensics. It covers both technical and legal issues,
and includes exercises, tests/quizzes, case studies, and slides to
aid comprehension.
Mobile devices are ubiquitous; therefore, mobile device forensics
is absolutely critical. Whether for civil or criminal
investigations, being able to extract evidence from a mobile device
is essential. This book covers the technical details of mobile
devices and transmissions, as well as forensic methods for
extracting evidence. There are books on specific issues like
Android forensics or iOS forensics, but there is not currently a
book that covers all the topics covered in this book. Furthermore,
it is such a critical skill that mobile device forensics is the
most common topic the Author is asked to teach to law enforcement.
This is a niche that is not being adequately filled with current
titles. An In-Depth Guide to Mobile Device Forensics is aimed
towards undergraduates and graduate students studying cybersecurity
or digital forensics. It covers both technical and legal issues,
and includes exercises, tests/quizzes, case studies, and slides to
aid comprehension.
Expert Security+ SY0-501 exam preparation, endorsed by CompTIA, Now
with 25 Online Lab Modules The seventh edition of CompTIA Security+
Study Guide offers invaluable preparation for Exam SY0-501. Written
by a team of expert authors, the book covers 100% of the exam
objectives with clear and concise explanations. Discover how to
handle threats, attacks, and vulnerabilities using
industry-standard tools and technologies, while gaining and
understanding the role of architecture and design. Spanning topics
from everyday tasks like identity and access management to complex
subjects such as risk management and cryptography, this study guide
helps you consolidate your knowledge base in preparation for the
Security+ exam. Illustrative examples show how these processes play
out in real-world scenarios, allowing you to immediately translate
essential concepts to on-the-job application. Coverage of 100% of
all exam objectives in this Study Guide means you'll be ready for:
Managing Risk Designing and Diagnosing Networks Understanding
Devices and Infrastructure Identify and Access Management
Protecting Wireless Networks Securing the Cloud Data, Privacy, and
Security Practices Cryptography and PKI Wiley has partnered up with
Practice Labs, the IT Competency Hub, to give IT learners
discounted access to their live, virtual Practice Labs. Connect to
real devices using actual hardware and software straight from a web
browser. Practice Labs allow you to cement your theoretical studies
with practical, hands-on experience. Master your IT skills and gain
virtual work experience to increase your employability. Each
purchase provides 6 months' unlimited access. Ready to practice
your IT skills? Interactive learning environment Take your exam
prep to the next level with Sybex's superior interactive online
study tools. To access our learning environment, simply visit
www.wiley.com/go/sybextestprep, type in your unique PIN, and
instantly gain one year of FREE access to: Interactive test bank
with 2 bonus exams and 12 chapter tests. Practice questions help
you identify areas where further review is needed. 325 questions
total! 100 Electronic Flashcards to reinforce learning and
last-minute prep before the exam. Comprehensive glossary in PDF
format gives you instant access to the key terms so you are fully
prepared. ABOUT THE PRACTICE LABS SECURITY+ LABS So you can
practice with hands-on learning in a real environment, Sybex has
bundled Practice Labs virtual labs that run from your browser. The
registration code is included with the book and gives you 6 months
unlimited access to Practice Labs CompTIA Security+ Exam SY0-501
Labs with 25 unique lab modules to practice your skills.
1,000 Challenging practice questions for Exam SY0-501 CompTIA
Security+ Practice Tests provides invaluable practice for
candidates preparing for Exam SY0-501. Covering 100% of exam
objectives, this book provides 1,000 practice questions to help you
test your knowledge and maximize your performance well in advance
of exam day. Whether used alone or as a companion to the CompTIA
Security+ Study Guide, these questions help reinforce what you know
while revealing weak areas while there's still time to review. Six
unique practice tests plus one bonus practice exam cover threats,
attacks, and vulnerabilities; technologies and tools; architecture
and design; identity and access management; risk management; and
cryptography and PKI to give you a comprehensive preparation
resource. Receive one year of FREE access to the Sybex online
interactive learning environment, to help you prepare with superior
study tools that allow you to gauge your readiness and avoid
surprises on exam day. The CompTIA Security+ certification is
internationally-recognized as validation of security knowledge and
skills. The exam tests your ability to install and configure secure
applications, networks, and devices; analyze, respond to, and
mitigate threats; and operate within applicable policies, laws, and
regulations. This book provides the practice you need to pass with
flying colors. Master all six CompTIA Security+ objective domains
Test your knowledge with 1,000 challenging practice questions
Identify areas in need of further review Practice test-taking
strategies to go into the exam with confidence The job market for
information security professionals is thriving, and will only
expand as threats become more sophisticated and more numerous.
Employers need proof of a candidate's qualifications, and the
CompTIA Security+ certification shows that you've mastered security
fundamentals in both concept and practice. If you're ready to take
on the challenge of defending the world's data, CompTIA Security+
Practice Tests is an essential resource for thorough exam
preparation.
This textbook covers security controls and management. It is for
courses in cyber security education that follow National Initiative
for Cybersecurity Education (NICE) work roles and framework that
adopt the Competency-Based Education (CBE) method. The book follows
the CBE general framework, meaning each chapter contains three
sections, knowledge and questions, and skills/labs for skills and
sbilities. The author makes an explicit balance between knowledge
and skills material in information security, giving readers
immediate applicable skills. The book is divided into several
parts, including: Information Assurance / Encryption; Information
Systems Security Management; Information Systems / Network
Security; Information Technology Management; IT Management; and IT
Risk Management.
This textbook covers security controls and management. It is for
courses in cyber security education that follow National Initiative
for Cybersecurity Education (NICE) work roles and framework that
adopt the Competency-Based Education (CBE) method. The book follows
the CBE general framework, meaning each chapter contains three
sections, knowledge and questions, and skills/labs for skills and
sbilities. The author makes an explicit balance between knowledge
and skills material in information security, giving readers
immediate applicable skills. The book is divided into several
parts, including: Information Assurance / Encryption; Information
Systems Security Management; Information Systems / Network
Security; Information Technology Management; IT Management; and IT
Risk Management.
ONE-VOLUME INTRODUCTION TO QUANTUM COMPUTING Clearly explains core
concepts, terminology, and techniques Covers the foundational
physics, math, and information theory you need Provides hands-on
practice with quantum programming The perfect beginner's guide for
anyone interested in a quantum computing career Dr. Chuck Easttom
brings together complete coverage of basic quantum computing
concepts, terminology, and issues, along with key skills to get you
started. Drawing on 30+ years as a computer science instructor,
consultant, and researcher, Easttom demystifies the field's
underlying technical concepts and math, shows how quantum computing
systems are designed and built, explains their implications for
cyber security, and previews advances in quantum-resistant
cryptography. Writing clearly and simply, he introduces two of
today's leading quantum programming languages, Microsoft Q# and
QASM, and guides you through sample projects. Throughout, tests,
projects, and review questions help you deepen and apply your
knowledge. Whether you're a student, professional, or manager, this
guide will prepare you for the quantum computing revolution--and
expand your career options, too. Master the linear algebra and
other mathematical skills you'll need Explore key physics ideas
such as quantum states and uncertainty Review data structures,
algorithms, and computing complexity Work with probability and set
theory in quantum computing Familiarize yourself with basic quantum
theory and formulae Understand quantum entanglement and quantum key
distribution Discover how quantum computers are architected and
built Explore several leading quantum algorithms Compare quantum
and conventional asymmetric algorithms See how quantum computing
might break traditional cryptography Discover several approaches to
quantum-resistant cryptography Start coding with Q#, Microsoft's
quantum programming language Simulate quantum gates and algorithms
with QASM
Digital Forensics, Investigation, and Response, Fourth Edition
begins by examining the fundamentals of system forensics: what
forensics is, an overview of computer crime, the challenges of
system forensics, and forensics methods and labs. The second part
of this book addresses the tools, techniques, and methods used to
perform computer forensics and investigation. These include
collecting evidence, investigating information hiding, recovering
data, and scrutinizing email. It also discusses how to perform
forensics in Windows, Linux, Macintosh operating systems, mobile
devices, and networks. Finally, the third part explores incident
and intrusion response, emerging technologies and future directions
of this field, and additional system forensics resources. Each new
print copy includes Navigate eBook Access enabling you to read your
digital textbook online or offline from your computer, tablet, or
mobile device.
All you need to know about defending networks, in one book *
Clearly explains concepts, terminology, challenges, tools, and
skills * Covers key security standards and models for business and
government * The perfect introduction for all network/computer
security professionals and students Welcome to today's most useful
and practical introduction to defending modern networks. Drawing on
decades of experience, Chuck Easttom brings together updated
coverage of all the concepts, terminology, techniques, and
solutions you'll need to be effective. Easttom thoroughly
introduces the core technologies of modern network security,
including firewalls, intrusion-detection systems, and VPNs. Next,
he shows how encryption can be used to safeguard data as it moves
across networks. You'll learn how to harden operating systems,
defend against malware and network attacks, establish robust
security policies, and assess network security using
industry-leading standards and models. You'll also find thorough
coverage of key issues such as physical security, forensics, and
cyberterrorism. Throughout, Easttom blends theory and application,
helping you understand both what to do and why. In every chapter,
quizzes, exercises, projects, and web resources deepen your
understanding and help you use what you've learned-in the classroom
and in your career. Learn How To * Evaluate key network risks and
dangers * Choose the right network security approach for your
organization * Anticipate and counter widespread network attacks,
including those based on "social engineering" * Successfully deploy
and apply firewalls and intrusion detection systems * Secure
network communication with virtual private networks * Protect data
with cryptographic public/private key systems, digital signatures,
and certificates * Defend against malware, including ransomware,
Trojan horses, and spyware * Harden operating systems and keep
their security up to date * Define and implement security policies
that reduce risk * Explore leading security standards and models,
including ISO and NIST standards * Prepare for an investigation if
your network has been attacked * &nb
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