Böcker av Vishal Rajput

Master Neural Networks for Building Modern AI Systems.DESCRIPTIONThis book is a practical guide to the world of Artificial Intelligence (AI), unraveling the math and principles behind applications like Google Maps and Amazon. The book starts with an introduction to Python and AI, demystifies complex AI math, teaches you to implement AI concepts, and explores high-level AI libraries.Throughout the chapters, readers are engaged with the book through practice exercises, and supplementary learnings. The book then gradually moves to Neural Networks with Python before diving into constructing ANN models and real-world AI applications. It accommodates various learning styles, letting readers focus on hands-on implementation or mathematical understanding.This book isn't just about using AI tools; it's a compass in the world of AI resources, empowering readers to modify and create tools for complex AI systems. It ensures a journey of exploration, experimentation, and proficiency in AI, equipping readers with the skills needed to excel in the AI industry.TABLE OF CONTENTS 1. Understanding AI History2. Setting up Python Workflow for AI Development3. Python Libraries for Data Scientists4. Foundational Concepts for Effective Neural Network Training5. Dimensionality Reduction, Unsupervised Learning and Optimizations6. Building Deep Neural Networks from Scratch7. Derivatives, Backpropagation, and Optimizers8. Understanding Convolution and CNN Architectures9. Understanding Basics of TensorFlow and Keras10. Building End-to-end Image Segmentation Pipeline11. Latest Advancements in AIIndex

The book attempts to map out the trajectory of contemporary geopolitics, the rapid transformations and transitions that constantly shape the global order and how India stands out to respond to this ever-changing environment through its diplomatic strategies and leads. Unlike the conventional ideal of non-alignment principle, India has become more resilient and strategic actor that aspires to not only balance but define, lead and shape the contemporary global politics. With the contribution of some young scholars, illuminating minds and experts from India, this eclectic collection discusses overarching geopolitical issues India has been grappling with in contemporary global politics and the spectrum of strategic ways Indian state articulates and responds to such rapid changes in the international order. The edited book will be of interest to undergraduate, post graduate scholars and researchers of international relations in general and area studies in particular.Dr Manasi Sinha (PhD, JNU) is Associate Professor and Programme Chair of Political Science in the Department of Humanities, School of Liberal Education, Galgotias University. Vishal Rajput is a researcher at Nehru Memorial Museum and Library working on the Border History Project of the Ministry of Defence, Government of India.

Environmental Impact Assessment (EIA) is the official appraisal process to identify, predict, evaluate and justify the ecological, social, and related biophysical effects of a proposed policy, program or project on the environment. It provides insight on alternatives and measures to be adopted before any commitment, thus helps in important decision-making. The overall objective of the EIA is to design developmental projects and activities taking into consideration the environmental perspective.