Mathematics is the foundation of machine learning algorithms. To understand the shortcomings of existing algorithms and develop more effective methods, it is essential to understand the mathematical concepts underlying these algorithms and their operational principles. This book serves as an introductory resource, outlining the preliminary concepts and offering insights into the mathematical foundations and operational mechanisms of machine learning algorithms. It describes the basic equat...

This book is written with the motive to help students grasp the essential concepts of production and operations management in an easy and understandable way. Through clear explanations, relatable examples, and practical insights, the aim is to demystify the complexities of production systems and management processes.

The extensively updated and expanded new edition of this book delves into the latest advancements in the field, presenting a comprehensive exploration of implantable medical devices. The first section on basic concepts and principles provides a thorough perspective on the electronics background necessary for this work. The second section on applications deals with pacing techniques used for the heart, brain, spinal cord, and the network of nerves that interlink the brain and spinal cord wi...

This book introduces a unified implementation of bond- and state-based peridynamic theory (PD) within a commercial finite element framework, Ansys, utilizing its native elements. It details the implementation of the PD theory and its integration with traditional finite elements. The primary objective is to equip students, researchers, and practicing engineers with both theoretical and practical knowledge of the PD theory, along with the skills necessary for analyzing engineering problems u...

Welcome 6th Class Science Book. In 6th Class science book is your introduction to the basic science and something advance and new what you learned in 5th class science. In this science, you will develop good habits and protect your environment.Moreover you will learnTo Clear your mind to learn scienceYou will develop your scientific skillsYou will learn to observe the thingsWe will learn simple way...

Films as Rhetorical Texts: Cultivating Discussion about Race, Racism, and Race Relations presents critical essays focusing on select commercial films and what they can teach us about race, racism, and race relations in America. The films in this volume are critically assessed as rhetorical texts using various aspects and components of critical race theory, recognizing that race and racism are intricately ingrained in American society. Contributors argue that by viewing and evaluating cultu...

The Guide without Which Seeing or Living in Dubai is Incomplete Dubai is a wonderful metropolitan city in the Middle East that shines like a pearl for the entire region. It is a large city inside UAE that is also one of the 7 emirates making up the country. Dubai is a global city visited by millions of tourists from around the world. There are a lot of things to see and do in Dubai and many people consider it as the best place to live in the world. Whether you are arriving in Dubai as a to...

This book provides an overview of the applications of ion beam techniques in oxide materials. Oxide materials exhibit defect-induced physical properties relevant to applications in sensing, optoelectronics and spintronics. Defects in these oxide materials also lead to magnetism in non-magnetic materials or to a change of magnetic ordering in magnetic materials. Thus, an understanding of defects is of immense importance. To date, ion beam tools are considered the most effective techniques f...

This book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spatial populations. The book presents real-world applications of major sampling methods and illustrates them with the R software. As a large sample size is not cost-efficient, this book introduces a new method by using the domain knowledge of the negative correlation between the variable of interest and the auxiliary variable in order to control...

The benefits of brahmacharya are infinite because in this only, We only remember God. We sing the qualities of God.We thank God for his blessings to us. So, The benefits of remembering God are also infinite, no one can count them, but still, if there is a crisis in your life, then remember these 100 benefits so that you can save your precious semen, and divert your attention from lust . You will be able to meditate on the divine and get the knowledge of God by reading good and religious bo...

Even though Einstein had never visited India, it is a pleasant surprise to note that he had very close relations with several Indians and Indian culture. The shaping of this relation started with the Bose-Einstein equations when young scientist Satyendra Nath Bose described light particles through statistical models. Because of Einstein's involvement in political, humanitarian and academic projects across the world, his interaction with Mahatma Gandhi, Rabindranath Tagore and Jawaharlal Ne...

Any person can be a good artist. There are many painters who have made excellent paintings in their lifetime. Similarly, a person can be a good scientist, an engineer or a mathematician. He can design wonderful things and also have them constructed. A person can be a good thinker.