Böcker av Arindam Banerjee

Unlock the power of AI with Python: Your Journey from Novice to Neural Nets¿"Pythonic AI" is a book that teaches you how to build AI models using Python. It also includes practical projects in different domains so you can see how AI is used in the real world.Besides teaching how to build AI models, the book also teaches how to understand and explore the opportunities that AI presents. It includes several hands-on projects that walk you through successful AI applications, explaining concepts like neural networks, computer vision, natural language processing (NLP), and generative models. Each project in the book also reiterates and reinforces the important aspects of Python scripting. You'll learn Python coding and how it can be used to build cutting-edge AI applications. The author explains each essential line of Python code in detail, taking into account the importance and difficulty of understanding.By the end of the book, you will learn how to develop a portfolio of AI projects that will help you land your dream job in AI.WHAT YOU WILL LEARN¿ Create neural network models using the TensorFlow 2 library.¿ Develop Convolutional Neural Networks (CNNs) for computer vision tasks.¿ Develop Sequence models for Natural Language Processing (NLP) tasks.¿ Create Attention-based and Transformer models.¿ Learn how to create Generative Adversarial Networks (GANs).WHO THIS BOOK IS FORThis book is for everyone who wants to learn how to build AI applications in Python, regardless of their experience level. Whether you're a student, a tech professional, a non-techie, or a technology enthusiast, this book will teach you the fundamentals of Python and AI, and show you how to apply them to real-world problems.

This reference work comprehensively covers essential orthopedic trauma implants and their application in both upper and lower limbs. It offers insights into the invention, advantages, and disadvantages of various implants, along with the rationale behind their current designs, biomechanics, and materials. Additionally, the book addresses fracture fixation and general considerations when comparing different subgroups of implants, such as nails versus plates or ORIF versus external fixation.The book is divided into several sections, such as upper and lower limbs, spine, and pelvis. It also includes unique sections dedicated to pediatric implants, implant removal, metallurgy and bone grafts. It is written and edited by experienced surgeons from around the world. This book fills the gap as currently, there are no specific reference books on this topic but only operative manuals and inventory lists of various commercial companies detailing their own products.This highly informative and meticulously presented book serves as both a practical and a theoretical guide for practicing orthopedic surgeons, scientists/researchers, academicians, students as well as orthopedic technicians and nurses.

Agrarian transition, exploitative production relations, bondage in the agriculture and informal sectors, food insecurity, and poverty are among the central concerns that have marked the work of the eminent economist and author Utsa Patnaik. She has sought to seek and define alternative economic models that address these concerns and that are therefore emancipatory in nature. This festschrift attempts to engage with the theoretical frameworks, historical analyses, and developmental questions that her remarkable academic contributions have raised. The volume delves deep into issues such as the agrarian question in contemporary India, the issue of primitive accumulation, displacement and land rights, the crisis of employment generation and women¿s work under present economic regimes, the challenge of environmental sustainability, and environmental constraints to development, left politics, issues of secularism and the social challenges of communalism¿all of which are contradictions faced in the development process today. The editors hope that the volume will be useful to all whose praxis and work are anchored on the motivation to build a better and just world.