BrainGita is a culmination of the author's research over several years. What started as a personal transformation process has led him to become a medium for sharing the awesome insights that he has gained by integrating Lord Krishna's Divine Wisdom as enunciated and amalgamated in the Bhagavad Gita. The result of this is the book, BrainGita, an effort to explain the ideology and philosophy of the Bhagavad Gita in the context of modern brain science. Through a scientific discussion, the book reveals how the equilibrium of the human mind and brain can be established to attain a state of higher consciousness – Sat-Chit-Anand, or eternal bliss – by using mind-brain integration techniques that the author professes. While analysing the entire Bhagavad Gita was beyond the scope of this exercise, the author has focussed on Chapter 14, Gunatrayavibhagyog, based on his practical experience. As emphasized by Lord Krishna in the very first verse of the chapter, the knowledge shared in this chapter is supreme as it contains the essence of all chapters of the Bhagavad Gita. BrainGita is a philosophical, spiritual and scientific exploration of the power of the human brain and provides a practical, step-by-step framework for evolving into the next level of human potential. It explains the process of brain integration that uses cutting-edge scientific research, tools and techniques for life transformation. It is recommended that you consider this book as a guide to be used every day and studied regularly to imbibe its essence. These insights assist to enhance your self-awareness with each reading, expanding your consciousness with a new understanding and subsequently experiencing the beautiful relationship between yourself and the greater reality that governs Creation. As you practice the experiential exercises in the book, you will design your brain creatively which will then act as the engine for life-transforming changes, exponential improvements and achievements in every facet of your life. Enjoy your blissful journey with BrainGita!
This book provides a solid understanding of how Digital Platforms and Services need to handle Privacy in today's world. It includes implementing Privacy & GDPR regulations for complex digital web applications and not just simple websites. Book covers a checklist of items your digital platform needs to cover in order to address privacy concerns of your users and lawmakers.
The Most Authentic Source Of Information On Higher Education In India The Handbook Of Universities, Deemed Universities, Colleges, Private Universities And Prominent Educational & Research Institutions Provides Much Needed Information On Degree And Diploma Awarding Universities And Institutions Of National Importance That Impart General, Technical And Professional Education In India. Although Another Directory Of Similar Nature Is Available In The Market, The Distinct Feature Of The Present Handbook, That Makes It One Of Its Kind, Is That It Also Includes Entries And Details Of The Private Universities Functioning Across The Country.In This Handbook, The Universities Have Been Listed In An Alphabetical Order. This Facilitates Easy Location Of Their Names. In Addition To The Brief History Of These Universities, The Present Handbook Provides The Names Of Their Vice-Chancellor, Professors And Readers As Well As Their Faculties And Departments. It Also Acquaints The Readers With The Various Courses Of Studies Offered By Each University.It Is Hoped That The Handbook In Its Present Form, Will Prove Immensely Helpful To The Aspiring Students In Choosing The Best Educational Institution For Their Career Enhancement. In Addition, It Will Also Prove Very Useful For The Publishers In Mailing Their Publicity Materials. Even The Suppliers Of Equipment And Services Required By These Educational Institutions Will Find It Highly Valuable.
Bringing together the careful research and analyses of renowned journalists and police officials, 26/11 Mumbai Attacked explicates the reality behind the brazen attack on India's sovereignty in November 2008 when ten heavily armed terrorists held an entire city to ransom by the sheer force of their zealotry. The scene-by-scene accounts, incisive analyses, and an exclusiveinterview with a LeT representative along with a description of its training camp in Muridke, Pakistan, reveal how the failure of Indian intelligence agencies landed Mumbai in the quagmire of terrorism. Paying homage to the brave security officers who lost their lives fighting the terrorists, 26/11 Mumbai Attacked reiterates the chilling reality that India is under grave threat and the clock is ticking before the next big attack.
Cut through the noise and get real results with a step-by-step approach to understanding supervised learning algorithms Key FeaturesIdeal for those getting started with machine learning for the first timeA step-by-step machine learning tutorial with exercises and activities that help build key skillsStructured to let you progress at your own pace, on your own termsUse your physical print copy to redeem free access to the online interactive editionBook Description You already know you want to understand supervised learning, and a smarter way to do that is to learn by doing. The Supervised Learning Workshop focuses on building up your practical skills so that you can deploy and build solutions that leverage key supervised learning algorithms. You'll learn from real examples that lead to real results. Throughout The Supervised Learning Workshop, you'll take an engaging step-by-step approach to understand supervised learning. You won't have to sit through any unnecessary theory. If you're short on time you can jump into a single exercise each day or spend an entire weekend learning how to predict future values with auto regressors. It's your choice. Learning on your terms, you'll build up and reinforce key skills in a way that feels rewarding. Every physical print copy of The Supervised Learning Workshop unlocks access to the interactive edition. With videos detailing all exercises and activities, you'll always have a guided solution. You can also benchmark yourself against assessments, track progress, and receive content updates. You'll even earn a secure credential that you can share and verify online upon completion. It's a premium learning experience that's included with your printed copy. To redeem, follow the instructions located at the start of your book. Fast-paced and direct, The Supervised Learning Workshop is the ideal companion for those with some Python background who are getting started with machine learning. You'll learn how to apply key algorithms like a data scientist, learning along the way. This process means that you'll find that your new skills stick, embedded as best practice. A solid foundation for the years ahead. What you will learnGet to grips with the fundamental of supervised learning algorithmsDiscover how to use Python libraries for supervised learningLearn how to load a dataset in pandas for testingUse different types of plots to visually represent the dataDistinguish between regression and classification problemsLearn how to perform classification using K-NN and decision treesWho this book is for Our goal at Packt is to help you be successful, in whatever it is you choose to do. The Supervised Learning Workshop is ideal for those with a Python background, who are just starting out with machine learning. Pick up a Workshop today, and let Packt help you develop skills that stick with you for life.
Gravity models describe, and hence help predict, spatial flows of commuters, air-travelers, migrants, commodities and even messages. They are one of the oldest and most widely used of all social science models. This book presents an up-to-date, consistent and unified approach to the theory, methods and application of the gravity model - which spans from the axiomatic foundations of such models all the way to practical hints for their use. "I have found no better general method for use in applied research dealing with spatial interaction... It is against this background that the present book by Sen and Smith is most welcomed." Walter Isard
Applications of Nanotechnology in Cancer Chemotherapy offers a complete and concise summary of nanotechnological interventions for cancer management. It highlights the basics of oncology, the cancer microenvironment, targets for active drug delivery, the underlying mechanisms and molecular pathways to enhance the drug delivery to the cancer site. The book discusses the principles of basic and innovative nanocarrier-based therapeutic approaches to modulate the progression of the disease. In addition, this book also explores the evolving targeting approaches specific to the cancer site and type. The scope of the book is not limited to targeted drug delivery for various cancers, but also explores the advancements in cancer imaging and diagnostics employing the nanotechnological tools. Emphasis has been given on the important evaluation techniques like in-vitro cell culture and in-vivo animal models to assess the performance of cancer nanomedicines. The book includes clinical study reports of various drug moieties explored using variety of nanoconstructs in myriad cancer conditions with the input of global market and pharmacoeconomics. - Discusses how organic and inorganic nanoplatforms are being used in cancer treatment - Shows how nanotechnology is being used to create new and more accurate diagnostic tools - Surveys the current generation of cancer nanomedicines, assessing their advantages and challenges
One film out of every five made anywhere on earth comes from India. From its beginnings under colonial rule through to the heights of Bollywood , Indian Cinema has challenged social injustices such as caste, the oppression of Indian women, religious intolerance, rural poverty, and the pressures of life in the burgeoning cities. And yet, the Indian movie industry makes only about five percent of Hollywood's annual revenue. In this Very Short Introduction Ashish Rajadhyaksha delves into the political, social, and economic factors which, over time, have shaped Indian Cinema into a fascinating counterculture. Covering everything from silent cinema through to the digital era, Rajadhyaksha examines how the industry reflects the complexity and variety of Indian society through the dramatic changes of the 20th century, and into the beginnings of the 21st. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable
This textbook is a comprehensive guide to perinatology for trainees in obstetrics, trainees in paediatrics, and neonatal nurses. Divided into seven sections, the book covers foetal wellbeing, foetal disorders, maternal illness and effects on the foetus, obstetric conditions and effects on the foetus or newborn, congenital infections, and delivery room management. The final section discusses foetal death and still birth, and placental examination. Each section is further divided into various chapters covering different topics relevant to that section. Each chapter is presented in a structured manner, with objectives clearly outlined, a concluding summary, and extensive references. Topics are covered from a multidisciplinary approach, drawing on expertise from both obstetricians and neonatologists. The book includes online access to video lectures, notes and self assessment.
This book consolidates the judgments and orders passed by the Supreme Court, High Courts across India and the Tribunal including Appellate Tribunal during January 2019 - December 2019 in the form of a digest based on qualitative research. The cases have been presented in a comprehensible manner under each provision giving the essence of the judgment in a concise manner. The insolvency practitioners, judicial officers, regulators and other stakeholders will find the IBC digest extremely useful in their endeavours. Key features Covers gist of more than 700 judgements and orders Cover judgements and orders passed during January 2019 - December 2019 For easy reference, table of cases arranged: – Section-wise – Alphabet-wise – Authority-wise Conclusive heading/topic allocated to all cases digested Includes updated text of Insolvency and Bankruptcy Code, 2016 with footnotes
The book emphasises on the oppression, marginalization, exploitation, segregation, and discrimination which women are subjected to from time immemorial. Gender is a social construct. The abuse of women is not only material reality, originating in economic conditions but also a psychological phenomenon—how men and women perceive one another. This anthology contains 24 scholarly papers that concern with theoretical issues and historical perspectives, with spatial metaphors, discourse analysis, challenges of women in the professional and domestic sphere, and various arenas. Compromise, rebellion, madness are some of the strategies contrived by women to defend and express themselves. The present book explores multifarious facets as Women Empowerment, Transculturation, Me Too, Women for Women, Women Education, Women and Cinema, Marginalised Women, Working Women, Gender Discrimination, Feminism, Women's Emancipation and Post Modernism. The papers included in this volume will provide in-depth insight into the subject and prove valuable to research scholars, teachers, academicians, and those interested in Gender Studies.
The Power of Portrayal: Movies and Culture" delves into the intricate relationship between cinema and society. This insightful book explores how movies shape and reflect cultural trends, examining various theories and concepts through film examples. It analyzes storytelling techniques, viewing colors as characters and uncovering metaphors that illuminate broader cultural themes. From B-grade cinema's impact on cultural norms to assumptions about male attractiveness and evolving beauty standards, this book reveals the profound influence of film on our understanding of culture and identity. With engaging insights and thought-provoking analysis, "The Power of Portrayal" is a must-read for anyone curious about the dynamic interplay between movies and society.
This book focuses on multi-party computation (MPC) protocols in the passive corruption model (also known as the semi-honest or honest-but-curious model). The authors present seminal possibility and feasibility results in this model and includes formal security proofs. Even though the passive corruption model may seem very weak, achieving security against such a benign form of adversary turns out to be non-trivial and demands sophisticated and highly advanced techniques. MPC is a fundamental concept, both in cryptography as well as distributed computing. On a very high level, an MPC protocol allows a set of mutually-distrusting parties with their private inputs to jointly and securely perform any computation on their inputs. Examples of such computation include, but not limited to, privacy-preserving data mining; secure e-auction; private set-intersection; and privacy-preserving machine learning. MPC protocols emulate the role of an imaginary, centralized trusted third party (TTP) that collects the inputs of the parties, performs the desired computation, and publishes the result. Due to its powerful abstraction, the MPC problem has been widely studied over the last four decades.
The book focuses broadly on the preliminaries of the canal irrigation systems in India with a focus on their operation, maintenance, and management of the canal systems. The chapters in this book are classified under four sections, viz., (i). preliminaries of the canal irrigation systems, (ii) operation of the canal irrigation systems, (iii) maintenance of the canal irrigation systems, and (iv) management of the canal irrigation systems. The preliminaries of the canal irrigation systems include an integrated view of irrigation and agriculture, irrigation management in India: problems, issues, a brief history, and some lessons, irrigation administration, organizational structure for management of irrigated agriculture, and farmers’ participation. The operation of the canal irrigation systems includes the operation of dams and barrages, canal operation, water distribution planning, measurement of flow and sediment in canals, and performance evaluation of the canal irrigation system, use of groundwater in the canal command area. The canal irrigation systems' maintenance includes dams, barrages, related equipment, canals and related structures, field drainage, diagnostic analysis of canal irrigation system, soil and water quality management, soil moisture, and measurement. The management of the canal irrigation systems includes rehabilitation and modernization and a case study on rehabilitation, conjunctive use management, operation, and maintenance budgeting, and financing. The book is expected to be useful for academicians, water practitioners, scientists, water managers, environmentalists, administrators, NGOs, researchers, and students who are actively involved in the operation, maintenance, and management of the canal irrigation system for addressing the challenges being faced in the irrigated agricultural while addressing issues of canal irrigation systems in South East Asia.
It is a matter of great pleasure for me to present this book. This book has been helpful for the Early Year Educators. Early Year Educators is to deal with 2 to 6 years old children, this program follows Play way and activity based learning method. With an approach and focus on overall development of child. It directly and indirectly helps the Educators to promote self-confidence and thereby inner discipline in child. The book also provides a school readiness to help student and Educators to prepare child with necessary concept, languages and focuses on various development of child. Every effort has been made to provide the reader with most upto date knowledge. We will consider our efforts amply rewarded in case the book proves useful to the student and Educators. Suggestions of readers are welcomed and shall be acknowledged with gratitude.
Father or everyone's support system rather. Well, every child needs this helping hand once we enter this world. No matter, how many more anthologies I'll be compiling in the future but this anthology, "Father: One Of A Kind" will always hold a special corner in my heart and will be the closest to the same. Thankyou is indeed a short word to describe his affection, care, and all the best things he tries to give us. Father indeed one of a kind as this very human can't be substituted by anyone. He is one of the masterpieces that the almighty had created and sent on the earth. To me, my father is everything as seeing him smiling makes me feel as if I'm winning the entire world which is the purest vibe. The very motive behind compiling this anthology was to dedicate a book full of emotions, love, care, and respect to the backbone of every family. Firstly, my heartfelt gratitude to the Almighty who had always been kind, and for showering all his blessings constantly on me for making this project successful in the shortest time span. Came to Piyush Arora Sir (Founder of the Brown Page Publication) who had always been very kind, supportive, and easy-going always. Thank You so much, Sir My project head Sonia Paruthi Mam, always assured me that she is just a call away whenever I need her. She had been a great support throughout the project. A big thanks to her for offering me a chance to work as a Compiler under this esteemed publication. Coming to all my co-authors, friends this was really impossible without your support and love. You all had worked really hard. Your dedication towards the project is really appreciable. Last but not the least, to all the beautiful minds and purest souls who are going to read this book, hoping that this one turns out to be an absolute delight for you all. Happy Reading :)
Aaran (inner strength), is the first of the series of three stories that I have always had in my mind. There is no greater joy in this life, than bringing thoughts to life. An individual goes through various ups and downs in this beautiful journey. No road is smooth. How we deal with our problems, in professional and personal life, make us who we are. Aaran is a story of an ever smiling ex-army lieutenant, Baldev, who learns life's lessons the hard way. In the struggle to make a normal life for himself, he lost what he loved and found what he never wanted. He prioritizes need over creed, and relations over life itself. Its a story of how he is pulled to the depths of violence, beneath the calm surface of a turbulent city and how he swims out of the it. In this story, everyone is a loser. Only the City wins.
This review volume provides from both theoretical and application points of views, recent developments and state-of-the-art reviews in various areas of pattern recognition, image processing, machine learning, soft computing, data mining and web intelligence. Machine Interpretation of Patterns: Image Analysis and Data Mining is an essential and invaluable resource for professionals and advanced graduates in computer science, mathematics and life sciences. It can also be considered as an integrated volume to researchers interested in doing interdisciplinary research where computer science is a component.
The acronym ‘BIMARU states’ was widely used in the mid-1980s to refer to the population issues of India’s four largest states—Bihar, Madhya Pradesh, Rajasthan and Uttar Pradesh. Ashish Bose, the man who coined this much-discussed term, is the pioneer of demographic studies in the country. In Headcount, the demographer sets the record straight on BIMARU, and in the process, presents his unique view of modern India. In his inimitable engaging style, Bose, who was born in 1930, paints a vivid portrait of a life well-lived—from his childhood in Kolhapur, then a princely state, to his encounters with three generations of the Nehru-Gandhi family and his recollections of the darkest days of Indian democracy: the Emergency. Filled with little known facts and insights into the people and events that have shaped independent India, this is a deeply compassionate and readable memoir by one of the most important social scientists of modern India.
In our monotonous life, we sometimes fail to acknowledge simple thoughts that can bring about huge change in our thinking, in our views towards certain aspects of life, or ultimately change even our personality. In these days, majority of us just follow the crowd and our desire to be accepted by crowd makes us blind towards taking path which is unusual but has to be followed for the sake of truth. This book is that different path. It ponders upon views which we generally find hard to digest. Sometimes we wonder, “what if I knew this before? It would definitely have helped me.” This book also offers a different point of view. Some parts of this book question our understanding, some parts transfer us into my world, while some parts guide and inspire us. This book has ideals or words of wisdom which the reader can use in his day-to-day life. Proses of this book have got a deeper meaning. The deeper you think, the deeper this work will take you. It also highlights my inner love for nature and mother earth. This book is presented for children and young adults who have their whole life ahead of them to experiment and enjoy. While all of us can easily relate to it and relish it. If this work brings about positive change even for a single person going through hard time, I will consider the motive of this book is accomplished. Constructive criticism and comments can be sent to me at ashishukirde1@gmail.com.
Explore clustering algorithms used with Apache Mahout About This Book Use Mahout for clustering datasets and gain useful insights Explore the different clustering algorithms used in day-to-day work A practical guide to create and evaluate your own clustering models using real world data sets Who This Book Is For This book is for developers who want to try out clustering on large datasets using Mahout. It will also be useful for those users who don't have background in Mahout, but have knowledge of basic programming and are familiar with basics of machine learning and clustering. It will be helpful if you know about clustering techniques with some other tool. What You Will Learn Explore clustering algorithms and cluster evaluation techniques Learn different types of clustering and distance measuring techniques Perform clustering on your data using K-Means clustering Discover how canopy clustering is used as pre-process step for K-Means Use the Fuzzy K-Means algorithm in Apache Mahout Implement Streaming K-Means clustering in Mahout Learn Spectral K-Means clustering implementation of Mahout In Detail As more and more organizations are discovering the use of big data analytics, interest in platforms that provide storage, computation, and analytic capabilities has increased. Apache Mahout caters to this need and paves the way for the implementation of complex algorithms in the field of machine learning to better analyse your data and get useful insights into it. Starting with the introduction of clustering algorithms, this book provides an insight into Apache Mahout and different algorithms it uses for clustering data. It provides a general introduction of the algorithms, such as K-Means, Fuzzy K-Means, StreamingKMeans, and how to use Mahout to cluster your data using a particular algorithm. You will study the different types of clustering and learn how to use Apache Mahout with real world data sets to implement and evaluate your clusters. This book will discuss about cluster improvement and visualization using Mahout APIs and also explore model-based clustering and topic modelling using Dirichlet process. Finally, you will learn how to build and deploy a model for production use. Style and approach This book is a hand's-on guide with examples using real-world datasets. Each chapter begins by explaining the algorithm in detail and follows up with showing how to use mahout for that algorithm using example data-sets.
Businesses today are faced with a highly competitive market and fast-changing technologies. In order to meet demanding customers’ needs, they rely on high quality software. A new field of study, soft computing techniques, is needed to estimate the efforts invested in component-based software. Component-Based Systems: Estimating Efforts Using Soft Computing Techniques is an important resource that uses computer-based models for estimating efforts of software. It provides an overview of component-based software engineering, while addressing uncertainty involved in effort estimation and expert opinions. This book will also instruct the reader how to develop mathematical models. This book is an excellent source of information for students and researchers to learn soft computing models, their applications in software management, and will help software developers, managers, and those in the industry to apply soft computing techniques to estimate efforts.
Legacy of Injustice: The Untold Story of Asharam Bapu” by Ashish Kumar is a powerful exploration of the revered sant’s life and the legal battles that have shaped his legacy. From his early years to global spiritual unity, the book sheds light on Bapuji’s contributions to society. It critically examines media manipulation, the misuse of legal acts, and the call for justice. Through personal letters and narratives, it invites readers to reflect on the delicate balance between faith, law, and the quest for truth.
The man of self-confidence is a master of destiny. He is positive and affirmative. Swami Vivekananda says, “The history of the world is the history of a few men who had faith in themselves. That faith calls out the divinity within. You can do anything. You fail only when you do not strive sufficiently to manifest infinite power. As soon as a man or a nation loses faith, death comes.” At another place, he said, “Let people say whatever they like, stick to your own convention, and rest assured, the world will be at your feet. They say, Have faith in this fellow or that fellow, but I say, Have faith in yourself first, that’s the way. Have faith in yourself. All power is in you. Be conscious and bring it out. Say, I can do everything.”
Automata Theory and Formal Languages presents the difficult concepts of automata theory in a straightforward manner, including discussions on diverse concepts and tools that play major roles in developing computing machines, algorithms and code. Automata theory includes numerous concepts such as finite automata, regular grammar, formal languages, context free and context sensitive grammar, push down automata, Turing machine, and decidability, which constitute the backbone of computing machines. This book enables readers to gain sufficient knowledge and experience to construct and solve complex machines. Each chapter begins with key concepts followed by a number of important examples that demonstrate the solution. The book explains concepts and simultaneously helps readers develop an understanding of their application with real-world examples, including application of Context Free Grammars in programming languages and Artificial Intelligence, and cellular automata in biomedical problems. - Presents the concepts of Automata Theory and Formal Languages in an easy-to-understand approach - Helps the readers understand key concepts by solving real-world examples. - Provides the readers with a simple approach to connect the theory with the latest trend like software testing, cybersecurity, artificial intelligence, and machine learning. - Includes a wide coverage of applications of automata theory and formal languages.
The world's increasing demand for energy is mainly being fulfilled by non-renewable fossil fuels. Its long-run usage is unsustainable due to depleting resources and adverse effects on the environment. To resolve these issues, researchers are transitioning toward high-performance renewable and sustainable energy sources and storage systems like electrochemical cells for hydrogen production, supercapacitors, batteries, and so forth. Currently, the main challenges to developing these systems require efficient electrode materials with properties like good electrical conductivity, high surface area, good catalytic activity, and so on. Carbon nanostructures (such as graphene and carbon nanotubes) and inorganic transition metal dichalcogenides (such as MoS2, WS2, MoSe2, etc.) are promising candidates for such energy applications owing to their unique properties and exceptional performance. This book summarizes the synthesis of carbon and TMDs to their applications in energy generation and storage. The aim of this book is to benefit the readers with recent aspects and future perspectives of carbon and TMDs-based nanomaterials dedicated to the field of energy generation and storage technologies. Also, professionals might find it useful in fabricating or characterizing these materials for targeted applications.
This book shows how machine learning can detect moving objects in a digital video stream. The authors present different background subtraction approaches, foreground segmentation, and object tracking approaches to accomplish this. They also propose an algorithm that considers a multimodal background subtraction approach that can handle a dynamic background and different constraints. The authors show how the proposed algorithm is able to detect and track 2D & 3D objects in monocular sequences for both indoor and outdoor surveillance environments and at the same time, also able to work satisfactorily in a dynamic background and with challenging constraints. In addition, the shows how the proposed algorithm makes use of parameter optimization and adaptive threshold techniques as intrinsic improvements of the Gaussian Mixture Model. The presented system in the book is also able to handle partial occlusion during object detection and tracking. All the presented work and evaluations were carried out in offline processing with the computation done by a single laptop computer with MATLAB serving as software environment.
It is a story of love, full of emotions and drama from my college days. Aditi and I were in love, she was my junior in college. Kissaa… is a collection of beautiful memories from a true story, which hopes to help readers learn more about relationships and not let the love of their lives go away. So are you ready for unplanned road trips? Promisess, Surprises, friendship and a love story in the midst of all this.
Having appropriate storage for hosting business-critical data and advanced Security Information and Event Management (SIEM) software for deep inspection, detection, and prioritization of threats has become a necessity for any business. This IBM® Redpaper publication explains how the storage features of IBM Spectrum® Scale, when combined with the log analysis, deep inspection, and detection of threats that are provided by IBM QRadar®, help reduce the impact of incidents on business data. Such integration provides an excellent platform for hosting unstructured business data that is subject to regulatory compliance requirements. This paper describes how IBM Spectrum Scale File Audit Logging can be integrated with IBM QRadar. Using IBM QRadar, an administrator can monitor, inspect, detect, and derive insights for identifying potential threats to the data that is stored on IBM Spectrum Scale. When the threats are identified, you can quickly act on them to mitigate or reduce the impact of incidents. We further demonstrate how the threat detection by IBM QRadar can proactively trigger data snapshots or cyber resiliency workflow in IBM Spectrum Scale to protect the data during threat. This third edition has added the section "Ransomware threat detection", where we describe a ransomware attack scenario within an environment to leverage IBM Spectrum Scale File Audit logs integration with IBM QRadar. This paper is intended for chief technology officers, solution engineers, security architects, and systems administrators. This paper assumes a basic understanding of IBM Spectrum Scale and IBM QRadar and their administration.
Discover how different QRadar components fit together and explore its features and implementations based on your platform and environment Purchase of the print or Kindle book includes a free PDF eBook Key Features Get to grips with QRadar architecture, components, features, and deployments Utilize IBM QRadar SIEM to respond to network threats in real time Learn how to integrate AI into threat management by using QRadar with Watson Book Description This comprehensive guide to QRadar will help you build an efficient security operations center (SOC) for threat hunting and need-to-know software updates, as well as understand compliance and reporting and how IBM QRadar stores network data in real time. The book begins with a quick introduction to QRadar components and architecture, teaching you the different ways of deploying QRadar. You'll grasp the importance of being aware of the major and minor upgrades in software and learn how to scale, upgrade, and maintain QRadar. Once you gain a detailed understanding of QRadar and how its environment is built, the chapters will take you through the features and how they can be tailored to meet specifi c business requirements. You'll also explore events, flows, and searches with the help of examples. As you advance, you'll familiarize yourself with predefined QRadar applications and extensions that successfully mine data and find out how to integrate AI in threat management with confidence. Toward the end of this book, you'll create different types of apps in QRadar, troubleshoot and maintain them, and recognize the current security challenges and address them through QRadar XDR. By the end of this book, you'll be able to apply IBM QRadar SOC's prescriptive practices and leverage its capabilities to build a very efficient SOC in your enterprise. What you will learn Discover how to effectively use QRadar for threat management Understand the functionality of different QRadar components Find out how QRadar is deployed on bare metal, cloud solutions, and VMs Proactively keep up with software upgrades for QRadar Understand how to ingest and analyze data and then correlate it in QRadar Explore various searches, and learn how to tune and optimize them See how to maintain and troubleshoot the QRadar environment with ease Who this book is for This book is for security professionals, SOC analysts, security engineers, and any cybersecurity individual looking at enhancing their SOC and SIEM skills and interested in using IBM QRadar to investigate incidents in their environment to provide necessary security analytics to responsible teams. Basic experience with networking tools and knowledge about cybersecurity threats is necessary to grasp the concepts present in this book.
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