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Learn how to build an end-to-end data to AI solution on Google Cloud using Vertex AI KEY FEATURES ● Harness the power of AutoML capabilities to build machine learning models. ● Learn how to train custom machine learning models on the Google Cloud Platform. ● Accelerate your career in data analytics by leveraging the capabilities of GCP. DESCRIPTION Google Cloud Vertex AI is a platform for machine learning (ML) offered by Google Cloud, with the objective of making the creation, deployment, and administration of ML models on a large scale easier. If you are seeking a unified and collaborative environment for your ML projects, this book is a valuable resource for you. This comprehensive guide is designed to help data enthusiasts effectively utilize Google Cloud Platform's Vertex AI for a wide range of machine learning operations. It covers the basics of the Google Cloud Platform, encompassing cloud storage, big query, and IAM. Subsequently, it delves into the specifics of Vertex AI, including AutoML, custom model training, model deployment on endpoints, development of Vertex AI pipelines, and the Explainable AI feature store. By the time you finish reading this book, you will be able to navigate Vertex AI proficiently, even if you lack prior experience with cloud platforms. With the inclusion of numerous code examples throughout the book, you will be equipped with the necessary skills and confidence to create machine learning solutions using Vertex AI. WHAT YOU WILL LEARN ● Learn how to create projects, store data in GCP, and manage access permissions effectively. ● Discover how AutoML can be utilized for streamlining workflows. ● Learn how to construct pipelines using TFX (TensorFlow Extended) and Kubeflow components. ● Gain an overview of the purpose and significance of the Feature Store. ● Explore the concept of explainable AI and its role in understanding machine learning models. WHO THIS BOOK IS FOR This book is designed for data scientists and advanced AI practitioners who are interested in learning how to perform machine learning tasks on the Google Cloud Platform. Having prior knowledge of machine learning concepts and proficiency in Python programming would greatly benefit readers. TABLE OF CONTENTS 1. Basics of Google Cloud Platform 2. Introduction to Vertex AI and AutoML Tabular 3. AutoML Image, Text, and Pre-built Models 4. Vertex AI Workbench and Custom Model Training 5. Vertex AI Custom Model Hyperparameter and Deployment 6. Introduction to Pipelines and Kubeflow 7. Pipelines using Kubeflow for Custom Models 8. Pipelines using TensorFlow Extended 9. Vertex AI Feature Store 10. Explainable AI

Dr.Kishore Kumar K, Assistant Professor - Senior Grade, Department of Computer Science & Engineering, School of Computing, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India. Dr.Vijay Vasanth A, Assistant Professor, Department of Networking and Communications, School of Computing, SRM Institute of Science & Technology, Kattankulathur, Kancheepuram, Tamil Nadu, India.

Part of the trusted Robbins and Cotran family, Robbins Basic Pathology provides a readable, well-illustrated and concise overview of the principles of human pathology that's ideal for today's busy students. This thoroughly revised edition continues with a strong emphasis on pathogenesis and the clinical features of disease, adding new artwork and more schematic diagrams to further aid in summarizing key pathologic processes and expand the already impressive illustration program. - Excellent art program boasts high-quality photomicrographs, gross photos, and radiologic images to supplement the world-class illustrations. - Bulleted summary boxes provide quick access to key information and easy review of key concepts. - Highlights pathogenesis, morphology, and pathophysiologic content throughout.

Dr.R.Madonna Arieth, Associate Professor, Department of AIML, School of Computing, Vel Tech Rangarajan Dr.Sagunthala R & D Institute of Science and Technology, Chennai, Tamil Nadu, India. Dr.Almas Begum, Professor, Department of Computer Science & Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamil Nadu, India. Dr.J.Vanitha, Professor, Department of Computer Applications (MCA), E.G.S.Pillay Engineering College, Nagapattinam, Tamil Nadu, India. Dr.Kishore Kumar K, Assistant Professor (SG), Department of Computer Science and Engineering, School of Computing, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India.

This book explores two of the most crucial areas of the war on terror: 1) why some Muslims turn to violent jihad, and 2) that process in the world's most populous Muslim nation, Indonesia. The recent history of terrorism in Indonesia has brought this country into the world spotlight: the Bali night club bombing by Islamists in 2002 was one of the worst terrorist attacks in history. The recent violence following the executions of three of the Bali bombers, together with a number of thwarted bomb plots, demonstrate the continuing danger posed by radicalized violent Islamists in the country. Written by one of Southeast Asias leading counter-terrorism experts, Radical Pathways offers innovative new perspectives on the sources of violent Muslim radicalization and what should be done to counter it.

An intriguing tale of six children who are put in an impossible situation when a sorceress abducts their beloved grandmother and demands that they must go to the magical world of Omodrome and find the seven magical diamonds and return to her. After many amazing adventures, the children were finally able to recover the magical diamonds. It is at this point when a mysterious character comes along and propagandizes to be the real villain. He was using the sorceress for his own intentions. Thereafter, the sorceress and her sister who also happens to be the childrens abducted grandmother escaped from the clutches of the evil villain and went on a quest for the Torch of Knowledge which is the only thing that can counter the magical diamonds and disable it. On the other hand the six children who are now prisoners of the evil villain, mysteriously escaped without trace. In their continued search for their grandmother they underwent another series of adventures. All this while, their grandmother and the sorceress were in their adventurous search for the Torch of Knowledge. Finally when they found the Torch of Knowledge, the children happen to reunited with them. Finally a huge battle takes place for the soul of Omodrome. It remains to be a question, that who is the true victor of the conflict.?

Jet Astro is a complicated character in the entire story depicting as a person who has lust for revenge. He is the first officer of a Star ship called Endeavor. Jet Astro and a few alien civilizations that are on the verge of intergalactic war. At first he tried to negotiate a settlement between the various civilizations and it proved to some extend successful. Then after many attempts to save the negotiations he ultimately becomes someone who wants to destroy the whole process because he wants to take revenge against his own captain. In this way he loses his most precious possession that's the love of his life. Then out of guilt when he wanted to set the record straight it was too late and he ends up loosing his life. After many years an alien called Sanoby brings Jet back to life and as a token of gratitude Jet becomes Sanoby's disciple and as his first mission they went to negotiate with an alien civilization called Ginarog . But it proves to be complicated more or less. So they had to escape and take the queen Kasadina with them. After rescuing queen Kasadina from the evil Ginarog, Jet and his master Sanoby stumbled upon a planet of refugees which was revolving a dying star. So Jet and his associates decided to help the refugees after saving the planet. In the end a huge battle took place and Exodorious was killed. It was also at this point of time that Jet rediscovered the love of his life. There after they settled down for a quiet life.

A prince once gave up everything to attain inner peace, creating the world’s most treasured and well-known coming-of-age story: Siddhartha’s journey to Enlightenment; his transformation from a mere mortal to an enlightened soul. Join Siddhartha, the ‘brooding dove’, as he wins Yashodhara’s hand in marriage, challenges his father-in-law, celebrates with wine and festivities and then, to everyone’s surprise and consternation, renounces it all. Seeking the path of the wise, he lay the noble path for us. This is the story of how an ordinary mortal came to see the light. Aged ninety-two, Shiv K. Kumar injects the wisdom of a lifetime of writing into this immortal tale, fashioning the Buddha’s story into, possibly, each of our own.

This comprehensive textbook provides a thorough understanding of forensic accounting, covering its fundamentals, applications, and methodologies. The book is divided into three main sections: *What is Forensic Accounting?* - Introduction to forensic accounting and its role in investigating financial crimes - Overview of financial statement analysis and fraud detection techniques *Why Forensic Accounting?* - Understanding the importance of forensic accounting in preventing and detecting financial crimes - Discussion of the legal and regulatory framework governing forensic accounting *How to Apply Forensic Accounting* - Practical applications of forensic accounting in investigation, litigation support, and expert testimony - Case studies and real-world examples illustrating forensic accounting techniques and methodologies Learning Objectives: - Understand the principles and concepts of forensic accounting - Apply financial analysis techniques to detect fraud and financial irregularities - Develop skills in investigation, evidence collection, and litigation support Target Audience: Accounting and finance students, forensic accounting professionals, and practitioners in related fields such as law and law enforcement.

The literature in polymerization reaction engineering has bloomed sufficiently in the last several years to justify our attempt in putting together this book. Rather than offer a comprehensive treatment of the entire field, thereby duplicating earlier texts as well as some ongoing bookwriting efforts, we decided to narrow down our aim to step growth polymerization systems. This not only provides us the lUxury of a more elaborate presentation within the constraints of production costs, but also enables us to remain on somewhat familiar terrain. The style and format we have selected are those of a textbook. The first six chapters present the principles of step growth polymerization. These are quite general, and can easily be applied in such diverse and emerging fields as polymerization applications in photolithography and microelec tronics. A detailed discussion of several important step growth polymeriz ations follows in the next five chapters. One could cover the first six chapters of this book in about six to eight weeks of a three-credit graduate course on polymerization reactors, with the other chapters assigned for reading. This could be followed by a discussion of chain-growth and other polymeriz ations, with which our material blends well. Alternately, the entire contents of this book could be covered in a course on step growth systems alone.