This book presents machine learning as a set of pre-requisites, co-requisites, and post-requisites, focusing on mathematical concepts and engineering applications in advanced welding and cutting processes. It describes a number of advanced welding and cutting processes and then assesses the parametrical interdependencies of two entities, namely the data analysis and data visualization techniques, which form the core of machine learning. Subsequently, it discusses supervised learning, highlighting Python libraries such as NumPy, Pandas and Scikit Learn programming. It also includes case studies that employ machine learning for manufacturing processes in the engineering domain. The book not only provides beginners with an introduction to machine learning for applied sciences, enabling them to address global competitiveness and work on real-time technical challenges, it is also a valuable resource for scholars with domain knowledge.
This book presents machine learning as a set of pre-requisites, co-requisites, and post-requisites, focusing on mathematical concepts and engineering applications in advanced welding and cutting processes. It describes a number of advanced welding and cutting processes and then assesses the parametrical interdependencies of two entities, namely the data analysis and data visualization techniques, which form the core of machine learning. Subsequently, it discusses supervised learning, highlighting Python libraries such as NumPy, Pandas and Scikit Learn programming. It also includes case studies that employ machine learning for manufacturing processes in the engineering domain. The book not only provides beginners with an introduction to machine learning for applied sciences, enabling them to address global competitiveness and work on real-time technical challenges, it is also a valuable resource for scholars with domain knowledge.
This book analyses the layered and complex web of terror financing in Kashmir. It examines the role of multiple actors — including formal and informal, state and non-state, profit and non-profit, and local and international — to delineate the various strands of an intricate financial system. It shows how, over time, these sophisticated networks have largely remained elusive to Indian counter-terrorism agencies and the need for a specialised and focused effort to understand it. Drawing on interviews with confidential sources within terror networks, as well as inputs and intel from security agencies on the ground, the author lays the groundwork for a robust counter-terrorism strategy in Kashmir. This book will be a must read for professionals and researchers in security studies, military and strategic studies, politics and international relations, and South Asian studies.
This book is an introduction to right-wing populist movements outside the West, looking at four key case studies, their commonalities and differences. Populism has been on the rise worldwide since the global financial crisis of 2008, with few countries left entirely untouched by the phenomenon. At the same time, the specific circumstances of different countries vary considerably; and it is important that in seeking to understand these movements, we do not assume they are all the same – albeit that they have some characteristics in common. This book takes the case studies of India, Turkey, Russia and Brazil in turn, examining how they have each taken quite distinct journeys to similar destinations. It offers both a better understanding of each country’s slide towards ‘strongman’ authoritarianism and an analysis of the common elements shared between them. This book is an essential introduction to the rise of populism outside the West for students of international political economy and comparative politics.
The third in “The Mountain Walker Diaries” series captures many thoughts and hundreds of important insights into the social and cultural aspects of life as local millennial youngster Abhinav Kaushal journeys through Kinnaur, Shimla and Kullu districts of his home state, Himachal Pradesh. From a sudden flash flood in the Sutlej to the arduous trek up to Kinner Kailash; from Buffalo Fairs to the Kullu Dussehra; from the interiors of Dodra Kwar to the soul-satisfying local cuisine found in remote dhabas, Abhinav writes from his heart and soul, as he visits the abodes of Gods, ponders the meaning of life, the importance of traditions, and legacy to future generations.
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