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A Journey to Machine Learning provides a guide to building both real-life and artificial A.I. systems. The text follows a comprehensive approach consisting of concepts, methodologies, and practical examples. With this book, readers learn how to grasp the basics of Machine Learning and solve complex problems utilizing a data-driven approach. This book provides you with an introduction to machine learning which includes numerous case studies and applications so that you will also learn how to apply learning algorithms to building smart robots, text & command understanding applications and web browsers, medical informatics, audio, database mining, and other areas. As machine learning becomes more popular, its use will increase. Companies like Google, Microsoft, Amazon, etc., have been launching their cloud-based machine learning platforms, which has ignited a huge popularity surge for these techniques worldwide.
The Book comprises of short stories and poems which are based on the imagination of the author.
The Exodus of Kashmiri Pandits or Hindus is their migration from the Kashmir valley in Indian-administered Kashmir in the early 1990s as a result of growing insurgency violence. Eighty to ninety percent of the total population of 1.2 million to 1.4 million pandits evacuated or were forced to leave the valley; those who refused were executed. During the period of significant migration, the insurgency was led by a movement advocating for a secular and independent Kashmir, but there was also an increasing number of Islamic factions advocating for an Islamic state. Targeted assassinations of high-profile leaders created an atmosphere of dread and panic throughout the state. The migration was caused by the Indian government's absence from the state and the lack of safety assurances.
In this book, dimensions of wellbeing have been discussed separately. Dimensions of wellbeing make positive lifestyle changes. It has been divided into different dimensions i.e., general wellbeing, subjective well-being, psychological wellbeing, mental well-being, cognitive wellbeing, emotional wellbeing, social wellbeing, environmental wellbeing, spiritual wellbeing, and work-related wellbeing. The authors of this book deal with the many issues such as concepts and definitions, measurement and research that arise in the domain of wellbeing. This is a sourcebook for a number of reasons. First, it is providing a detailed account of various dimensions of wellbeing. Secondly, it is based on rigorous and extensive research, which offers a reliable, but also signiûcant picture of one of the topics in the field of Positive Psychology. This book will be useful for researchers in the field of Psychology. Education and Sociology and Mental Health Professionals.
The impetus to bring out this book comes from my experience and journey as a student, as a teacher, and as a researcher. Hence, I have included areas and work that has moved the field (as a basic and applied discipline) forward. The growth of psychology in multiple contexts is very exciting. I hope that the approach would help undergraduate students to better appreciate the value of scientific psychology, and the beginners to know and learn about the fascinating world of statistical methods, and to help, both, in enriching their lives. In recent years there has been an increased focus on a more learner-centered approach in higher education. Our focus is to awaken student's curiosity so that ...
This book will teach you how to do research from the beginning to the end, from organising your sources to analysing and assessing the big picture before your defence. This book will show you how to write a solid, sound, and convincing thesis or dissertation, from the introduction to the end, without plagiarising or taking short-cuts. You will learn how to write in a way that is ethical, objective, and correct for your academic field.
Social Media has taken the world by storm. Unlike other prevalent media of Mass Communication, it thrives on the user generated content. It is the only podium on which people have unbridled liberty to give vent to their thoughts. People conceive, write and share their thoughts by making use of the Social Media apps of their own choice. Though it has changed the communication patterns of all sections of society through out the globe yet studies reveal that the youth is most affected by the immense potential of Social Media. Young boys and girls are often seen busy in having interaction with their friends, peers, classmates and relatives. They spend most of their quality time on Social Media. It offers ample opportunity for females for learning culinary items, knitting, tailoring, cooking, exercising and learning virtual anything under the sun on You Tube. Succinctly speaking, this media has changed the very definition and modes of communication. This book on Social Media carries expert opinion about various aspects of Social Media. Intellectuals have richly contributed by way of their write ups for this book.
The book "Fisheries and Aquaculture: A Textbook for Undergraduate and Postgraduate students" offers a comprehensive and in-depth exploration of the fascinating world of aquatic life. From the study of fish morphology and physiology to understanding fisheries and aquaculture practices, this book serves as a valuable guide for aspiring students. It goes beyond the basics, delving into topics such as fish pathology and transgenesis, shedding light on the crucial aspects of aquatic health and genetic advancements. Additionally, the inclusion of fish aquarium management provides a practical dimension to the subject. With its rich content and thorough approach, this textbook is a must-have resource for both undergraduate and postgraduate students seeking to excel in the field of fisheries and aquaculture.
This book is about an experimental study carried out by the author to find out the effect of ecological intelligence on developing ecological sensitivity among prospective teachers. The experiment is conducted to enhance the prospective teachers’ ecological intelligence in order to develop their ecological sensitivity which is expected to be imbibed in student community for ensuring a safe environment to all living beings. The author has adopted Daniel Goleman’s idea of ecological intelligence and developed the concept of ecological sensitivity from the perspective of the mental disposition of an individual to deal effectively the dynamic environment with empathy by taking initiatives to mitigate the environmental problems for sustainable development since the prevailing environmental condition demands the human beings to quickly respond to the environmental problems in order to protect the environment not only for the continued survival of the present generation, but also to ensure safe environment for the future generations.
In recent era scholars are often facing a regulations/guideline evolved for academics by various statutory bodies/ institutions. The scholars have to cope up with it and consistently keep their learning pace optimum. The idea of this book developed through in tune with the scholar’s quarries regarding the Ph.D. process.Thus, this book took shape with keeping all those quarries/ ideas of scholar’s in center. The first chapter of this book gives brief overview of research methods and statistical techniques with hands-on thumb rules and tips which is very important at initial stage of research process. The contents were chosen by keep in mind the significant point of view of research propos...