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Subrat SaurabhAuthor of Kuch Woh Pal
Welcome to Learn Artificial Intelligence: Boost Your Productivity is a detailed guide to modern AI technologies. Beginners to specialists can use this book. AI's theory and applications must be understood as it evolves and affects many industries.
We begin by reviewing AI and machine learning's history, key concepts, ethics, and developments. Python, the basic AI programming language, encompasses data structures, control flows, functions, object-oriented programming, text files, databases, and significant data science tools. Pretreatment and exploratory analysis with Titanic dataset samples are covered in the book.
Data exploration and predictive modelling are covered in supervised and unsupervised learning. Then we discuss convolutional and recurrent neural networks and deep learning applications. Sequence models like RNNs, LSTMs, and transformers are examined.
GANs, VAEs, their training, and applications will be covered, followed by reinforcement learning, which focusses agent training through incentives and penalties. NLP includes text prep, translation, summarisation, and sentiment analysis.
Practical AI application chapters address model deployment, monitoring, maintenance, and industry case studies. The final chapter covers AI ethics, bias, transparency, privacy, and future advances.
AI principles to cutting-edge methods are covered in this book. This book equips students, researchers, and industry professionals to excel in this dynamic field.
DR. SELLAPPAN PALANIAPPAN DR. SUMIT DHARIWAL DR. RAJASVARAN LOGESWARAN DR. KASTHURI SUBARAMANIAM, DR. BUI NGOC DUNG DR. ORAS BAKER
Dr. P. Sellappan Palaniappan is a Professor of IT at HELP University, holding a B.Econ. (Statistics) from the University of Malaya, an MSc in Computer Science from the University of London, and a PhD in Interdisciplinary Information Science from the University of Pittsburgh. He has taught courses in AI, ML, Data Science, Cybersecurity, and Software Engineering. His research spans AI applications in cybersecurity, healthcare, retail, finance, climate, and sustainable development goals. He has supervised over 25 PhDs, authored several textbooks, and published more than 100 research papers. He is a Chartered Engineer and member of the British Computer Society.
Dr. Sumit Dhariwal, Assistant Professor at MITS-DU, India, holds a PhD from Malaysia University of Science and Technology. His research focuses on image processing, AI, crop disease detection, and cybersecurity, with 30+ publications. He has extensive teaching experience in IT and Computer Science courses.
Dr. Rajasvaran Logeswaran, SMIEEE, Professor and Dean of Computing at HELP University, has over 25 years of experience in medical image processing, AI, data science, and cybersecurity, with 180+ publications. He is also a STEM competition judge and frequent speaker at international conferences.
Dr. Kasthuri Subaramaniam, Senior Lecturer at the University of Malaya, researches AI, ML, augmented reality, and human-computer interaction. She has contributed as a reviewer and technical committee member for international journals and conferences.
Dr. Bui Ngoc Dung, Senior Lecturer at the University of Transport and Communications, Vietnam, focuses on AI, computer vision, and biomedical applications, with 50+ publications and several research grants. He has completed postdoctoral research at TU Wien, Austria.
Dr. Oras Baker, Associate Professor and Head of Cybersecurity Programs at Ravensbourne University London, UK, has 25 years of academic and industry expertise in AI, cybersecurity, data mining, and machine learning.
