Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply automated machine learning (AutoML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how customers are solving real-world problems with this technology. Building machine-learning models is an iterative and time-consuming process. Even those who know how to create ML models may be limited in how much they can explore. Once you complete this book, you’ll understand how to apply AutoML to your data right away. Learn how companies in different industries are benefiting from AutoML Get started with AutoML using Azure Explore aspects such as algorithm selection, auto featurization, and hyperparameter tuning Understand how data analysts, BI professions, developers can use AutoML in their familiar tools and experiences Learn how to get started using AutoML for use cases including classification, regression, and forecasting.
Implement machine learning, cognitive services, and artificial intelligence solutions by leveraging Azure cloud technologies Key FeaturesLearn advanced concepts in Azure ML and the Cortana Intelligence Suite architectureExplore ML Server using SQL Server and HDInsight capabilitiesImplement various tools in Azure to build and deploy machine learning modelsBook Description Implementing Machine learning (ML) and Artificial Intelligence (AI) in the cloud had not been possible earlier due to the lack of processing power and storage. However, Azure has created ML and AI services that are easy to implement in the cloud. Hands-On Machine Learning with Azure teaches you how to perform advanced ML projects in the cloud in a cost-effective way. The book begins by covering the benefits of ML and AI in the cloud. You will then explore Microsoft’s Team Data Science Process to establish a repeatable process for successful AI development and implementation. You will also gain an understanding of AI technologies available in Azure and the Cognitive Services APIs to integrate them into bot applications. This book lets you explore prebuilt templates with Azure Machine Learning Studio and build a model using canned algorithms that can be deployed as web services. The book then takes you through a preconfigured series of virtual machines in Azure targeted at AI development scenarios. You will get to grips with the ML Server and its capabilities in SQL and HDInsight. In the concluding chapters, you’ll integrate patterns with other non-AI services in Azure. By the end of this book, you will be fully equipped to implement smart cognitive actions in your models. What you will learnDiscover the benefits of leveraging the cloud for ML and AIUse Cognitive Services APIs to build intelligent botsBuild a model using canned algorithms from Microsoft and deploy it as a web serviceDeploy virtual machines in AI development scenariosApply R, Python, SQL Server, and Spark in AzureBuild and deploy deep learning solutions with CNTK, MMLSpark, and TensorFlowImplement model retraining in IoT, Streaming, and Blockchain solutionsExplore best practices for integrating ML and AI functions with ADLA and logic appsWho this book is for If you are a data scientist or developer familiar with Azure ML and cognitive services and want to create smart models and make sense of data in the cloud, this book is for you. You’ll also find this book useful if you want to bring powerful machine learning services into your cloud applications. Some experience with data manipulation and processing, using languages like SQL, Python, and R, will aid in understanding the concepts covered in this book
KABIR – a young and dynamic travel journalist, he lands in Afghanistan for a special project. But his actual destination is Noosh, the love of his life. NOOSH – smart and spirited, she has known Kabir since her college days. In her hometown, buried under political unrest, she is waiting for Kabir, the man of her dreams. When Kabir’s idol, Professor Sizov, offers him this special project, it comes with a baggage – he has to be a spy. Little does he know that he is a part of a larger conspiracy that will ultimately lead to a war and crush his existence. After multiple setbacks and betrayals, he takes it upon himself to fight for love. Spread over years, NOT WITHOUT YOUR LOVE is a story of unresolved hatred and lasting friendships, of suspicions and unwavering faith, and of the power of true love that beats all odds.
An echocardiogram uses sound waves to produce images of the heart. This common test allows a doctor to see the heart beating and pumping blood, and subsequently identify heart disease. This book is a complete guide to performing and interpreting an echocardiogram. 56 chapters describe both basic and advanced techniques for diagnosing different heart disorders. The second edition has been fully revised to provide clinicians with the latest developments and techniques in the field. Seven new chapters have been added to this edition covering echocardiography and artificial intelligence, hypertension, arrhythmogenic right ventricular dysplasia, Kawasaki disease, cardio-oncology, diabetes mellitus, and foetal echo. Dedicated chapters emphasise the role of echo in surgical procedures, and explore its use with electrophysiology – in patients with pacemakers and those undergoing cardiac resynchronisation therapy. The book is highly illustrated with many 2D and 3D echo images helping explain the descriptive text for each topic. The previous edition (9789352700929) published in 2017.
During earthquakes death and destruction takes place on a vast scale and no providential care is taken by Mechanical Nature.Matter is eternal and the mechanistic Nature is without consciousness and it was created by few laws of matter. A providential care is taken by Baby (childNature with consciousness) by helping all living beings in adjusting the conditions of the environment The Baby Nature came into existence a long time after the Big Bang.Brahman and Atman of a criminal can not identical. Due to the presence of evil Brahman and world are not identical.The character of a man is not created by 3 Gunas.The character of every man is created by the genes for truthfulness, genes for altruism, etc. Sattva Guna (superego), Rajas and Tamas Gunas (Id) did not exist before the evolution of man from apes.Sita toldthe demons that she was not knowing Hanuman.Sita had given to Hanuman her jewels and had received from Hanuman a finger ring of Rama. Sita uttered a lie. Hence, Sita was not divine. There is no need of vanaprastha and sanyasa ashrama. Upanishads say:” Thou art Brahman, Thou art that “. The can be interpreted as :” Thou art superego, thou art Id, thou art satan and thou art wolf”. Buddha’s doctrine of anatman is correct.The six systems of indian philosophy can be replaced by a simple system.Existence is prior to essence .A good soul is created by doing and thinking good. Good souls are absorbed into the Supreme Spirit. This book contains a solution for creating a Hindu and muslim unity .At red light we do not make use of free will and we copy the movements of other people. Brahman is a destroyer of maya. Karma is not a mechanical, invisible, unconscious, impersonal principle or moral force or power. The distinction between right and wrong can be created only by a conscious being.Nature is amoral , blind, evil and ruler of physical realm.Nature is not concerned withjustice and karma.Nature and Newton’s law of action and reaction are concerned with physical causes and physical effects. Birth, death,sex, caste, healthand other physical circumstances are not created by Karma.Man is the maker of his own fate. Godis fully concerned with justice and Karma.God’s Karmic causality is a moral or noumenal causality.The causality of Nature is a physical causality.God punishes sinners by creating pangs of conscience and by making use of the hands of believers. God has no control over Nature. God can not give punishments by sending earthquakes, malaria, poverty, death and other natural calamities. Cancer, rain and other physical things have no link withprayer, rituals etc. God is the ruler of the spiritual realm and Nature is the ruler of temporal realm.A belief in the previous life or rebirth is false. A good man is like a flower of rose and he dies forever and a pleasant aroma is left behind by him in air.Due to false belief in karma innocent people have to reap what is sown by the evil doers.Long live martyr Nathu Ram Godse.
Oral and Maxillofacial Surgery is a comprehensive reference for all trainees and specialists in oral and maxillofacial surgery, oral surgery, and surgical dentistry. This landmark new resource draws together current research, practice and developments in the field, as expressed by world authorities. The book’s aim is to cover the full scope of oral and maxillofacial surgery, incorporating recent technical and biological developments within the specialty. It provides a uniquely international and contemporary approach, reflecting the exciting developments of technique and instrumentation within this surgical field, built on technical innovation and medical and dental research. Oral and Maxillofacial Surgery coalesces impressively broad and deep coverage of this surgical specialty into a cohesive and readable resource, identifying commonalities and shedding light on controversies through reasoned discussion and balanced presentation of the evidence. The Editors are joined by over 50 international experts, offering a truly global perspective on the full spectrum of issues in oral and maxillofacial surgery. The book’s coverage extends from basic principles such as patient evaluation, dental anesthesia, wound healing, infection control, and surgical instruments, to coverage of the complex areas of dentoalveolar surgery, oral pathologic lesions, trauma, implant surgery, dentofacial deformities, temporomandibular joint disorders, and salivary gland disorders.
This book explores women’s militant activities in insurgent wars and seeks to understand what women ‘do’ in wars. In International Relations, inter-state conflict, anti-state armed insurgency and armed militancy are essentially seen as wars where collective violence (against civilians and security forces) is used to achieve political objectives. Extending the notion of war as ‘politics of injury' to the armed militancy in Indian administered Kashmir and the Tamil armed insurgency in Sri Lanka, this book explores how women participate in militant wars, and how that politics not only shapes the gendered understandings of women’s identities and bodies but is in turn shaped by them. The case studies discussed in the book offer new comparative insight into two different and most prevalent forms of insurgent wars today: religio-political and ethno-nationalist. Empirical analyses of women’s roles in the Sri Lankan Tamil militant group, the LTTE and the logistical, ideological support women provide to militant groups active in Indian administered Kashmir suggest that these insurgent wars have their own gender dynamics in recruitment and operational strategies. Thus, Women and Militant Wars provides an excellent insight into the gender politics of these insurgencies and women’s roles and experiences within them. This book will be of much interest to students and scholars of critical war and security studies, feminist international relations, gender studies, terrorism and political violence, South Asia studies and IR in general.
Papers presented at the International Workshop on International Terrorism in Southeast Asia and its Likely Implications for South Asia, held at New Delhi, 28-29 April 2004.
Neil is a senior executive working with a leading brand name and his wife Gauri is a dentist running her own clinic. They are a loving and doting young married couple, living a life of comfort in posh suburban Gurgaon. Neil's fitness consultant Srinya seems to be stirring some trouble in their lives, though. Drishti is a TV news anchor and journalist and her husband Somesh, a top cop. They are bored of their mundane busy lives, until a chance meeting with Neil and his friends in Cuba that changes everything. To add sanity and madness to their lives are the funny and mysterious set of friends - Tom, Jerry, James, Mehr and Antriksha. The havoc ensues when Drishti gets abducted and Neil is framed for it. Gauri finds out some bitter truths and leaves Neil. But what really is the truth? When facts finally surface, we will know how much these lives are Messed Up! But All for Love.
Organic chemistry is a core part of the chemistry curricula, and advanced levels texts often obscure the essential framework underlying and uniting the vast numbers of reactions as a result of the high level of detail presented. The material in this book is condensed into a manageable text of 350 pages and presented in a clear and logical fashion, focusing purely on the basics of the subject without going through exhaustive detail or repetitive examples. The book aims to bridge the gap between undergraduate organic chemistry textbooks and advanced level textbooks, beginning with a basic introductory course and arranging the reaction mechanisms according to an ascending order of difficulty. As such, the author believes the book will be excellent primer for advanced postgraduates Reaction Mechanisms in Organic Synthesis is written from the point of view of the synthetic organic chemist, enabling students and researchers to understand and expand on reactions covered in foundation courses, and to apply them in a practical context by designing syntheses. As a further aid to the practical research student, the content is organized according to the conditions under which a reaction is executed rather than by the types of mechanisms. Particular emphasis is placed on controlling stereospecificity and regiospecificity. Topics covered include: Transition metal mediated carbon-carbon bond formation reactions Use of stabilized carbanions, ylides and enamines for carbon-carbon bond formation reactions, Advanced level use of oxidation and reduction reagents in synthesis. As a modern text, this book stands out from its competitors due to its comprehensive coverage of recently published research. The book contains specific examples from the latest literature, covering modern reactions and the latest procedural modifications. The focus on contemporary and synthetically useful reactions ensures that the contents are specifically relevant and attractive to postgraduate students and industrial organic chemists.
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