Integration of AI, ML & Data science(Hardcover, Dr. Joshuva Arockia Dhanraj | Dr. Mude Nagarjuna Naik | Prof. R. Sriramkumar | Dr. M. Lakshmanan)
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"AI, ML, and Data Science has become a game-changer in an age where data is flowing at an unprecedented rate and intelligent systems have the ability to revolutionise entire sectors and our daily lives. The author sets out on a quest to untangle the complex web of these related fields by delving into their guiding principles, state-of-the-art methods, and far-reaching future consequences. The fundamental belief that anyone attempting to traverse the intricacies of the modern day must possess an all-encompassing knowledge of Artificial Intelligence, Machine Learning, and Data Science is the wellspring of our endeavour. This book seeks to be a beacon, illuminating the way to mastery, for anybody interested in these revolutionary technologies, whether they are seasoned data scientists, aspiring machine learning engineers, or just curious minds. Recognizing that the quest of knowledge knows no bounds, we have painstakingly written this book to appeal to a wide range of readers. This book successfully combines the theoretical underpinnings with practical applications, satisfying the needs of both academics and businesspeople. We start by delving into the basics of what is required to understand AI, ML, and Data Science. From symbolic AI's infancy to deep learning and neural networks' contemporary heyday, we explore the historical backdrop that has impacted their progress. We delve into the algorithms, models, and strategies that enable them to learn, reason, and solve complicated problems, as well as the fundamental principles that govern their operation. As we progress, we venture into the realm of practical applications, showcasing the transformative impact of AI, ML, and Data Science across a wide spectrum of domains. From healthcare and finance to transportation and entertainment, we illustrate how these technologies are revolutionizing industries, driving innovation, and creating new possibilities.All through this book, we stress how crucial it is to think about ethics while building and implementing Data Science, AI, and ML solutions. We recognise that new technologies are not without their biases and dangers, and we fight for ethical practises that put an emphasis on honesty, openness, and responsibility. We cover both the technical and the more general societal effects of data science, artificial intelligence, and machine learning. Here we take a look at the future of work, schools, and government, discussing the possibilities and threats that may arise. This book is more than just a collection of facts; it's an impassioned plea for change. Feel to ask questions, try out other approaches, and go headfirst into the world of possibilities that these tools present. With any luck, this book will motivate you to jump on the AI, ML, and Data Science bandwagon and use your special brand of wisdom to help create a world where technology really helps people."