Machine Learning for Financial Risk Management with Python

This book is a practical guide to all aspects of modern journalism for anyone seeking to study for the National Council for the Training of Journalists (NCTJ) Diploma in Journalism and become a qualified journalist in the UK.Written in collaboration with the NCTJ, Essential Journalism outlines everything you need to know about the journalism industry today, from its ethical framework to its practice across print, television, radio, online and social media. It looks at the core principles and the skills that are required of journalists across all platforms, helping students develop an overall understanding of the business and examining the application and adaptation of traditional best practice to the demands of the digital age. This is a unique one-stop shop for anyone who wants to understand the nature and purpose of journalism, and how it is changing and evolving in today’s digital newsrooms.This book is a core resource for journalism trainees and undergraduates, as well as for seaso

Jazz Improvisation Using Simple Melodic Embellishment teaches fundamental concepts of jazz improvisation, highlighting the development of performance skills through embellishment techniques. Written with the college-level course in mind, this introductory textbook is both practical and comprehensive, ideal for the aspiring improviser, focused not on scales and chords but melodic embellishment. It assumes some basic theoretical knowledge and level of musicianship while introducing multiple techniques, mindful that improvisation is a learned skill as dependent on hard work and organized practice as it is on innate talent.This jargon-free textbook can be used in both self-guided study and as a course book, fortified by an array of interactive exercises and activities:musical examplesperformance exerciseswritten assignmentspractice gridsresources for advanced studyand more!Nearly all musical exercises-presented throughout the text in concert pitch and transposed in the appendices for E-fla

This book is a comprehensive treatise on infective and inflammatory pathologies of the cornea with corresponding clinical images and diagrammatic illustrations. Corneal infections and inflammations are a major cause of ocular morbidity and visual impairment. Early diagnosis and treatment can lead to improved visual outcome and quality of life.Both infectious (bacterial, fungal, viral and protozoan) and non-infectious keratitis that cause corneal vascularisation, scarring and vision loss are covered extensively. The illustrated clinical findings presented in the form of diagrams, photographs, cases and videos aim to serve as a practical teaching tool for fellows, trainees and practising ophthalmologists. KEY FEATURESFocuses on clinically relevant parts of corneal diseases, using illustrations with arrows indicating different pathologies and signsServes as a ready clinical compendium for trainees, fellows and ophthalmologistsExplores various corneal pathologies through a wealth of accomp

Interoperability in IoT for Smart Systems discusses the different facets of interoperability issues among the IoT devices and their solutions, the scalability issues in an IoT network, and provides solutions for plug-n-play of new devices with the existing IoT system. It also addresses the possible usage of interoperable and plug-n-play IoT networks in different systems to make them smarter. Aimed at researchers and graduate students in computer science, computer engineering, computer networks, electronics engineering, this bookExclusively covers interoperability of IoT systems in parallel with their use towards the development of smart systems Discusses the requirements of interoperability in smart IoT systems and their solutions Reviews IoT applications in different smart and intelligent systems Explores dealing with interoperability of heterogeneous participating devices Provides different case studies and open problems related to interoperability in IoT systems

Recognised by the UN's Sustainable Development Goals as a measure to make cities inclusive, safe and resilient, conservation of natural and cultural heritage has become an increasingly important issue across the globe. The equity principle of sustainable development necessitates that citizens hold the right to participate in the cultural economy of a place, requiring that inhabitants and other stakeholders are consulted on processes of continuity or transformation. However, aspirations of cultural exchange do not translate in practice.Equity in Heritage Conservation takes the UNESCO World Heritage City of Ahmedabad, India, as the foundational investigation into the realities of cultural heritage conservation and management. It contextualises the question of heritage by citing places, projects and initiatives from other cities around the world to identify issues, processes and improvements. Through illustrated chapters it discusses the understanding of heritage in relation to the sustai

In New Zealand, as well as in Australia, Canada and other comparable jurisdictions, Indigenous peoples comprise a significantly disproportionate percentage of the prison population. For example, Maori, who comprise 15% of New Zealand's population, make up 50% of its prisoners. For Maori women, the figure is 60%.These statistics have, moreover, remained more or less the same for at least the past thirty years. With New Zealand as its focus, this book explores how the fact that Indigenous peoples are more likely than any other ethnic group to be apprehended, arrested, prosecuted, convicted and incarcerated, might be alleviated. Taking seriously the rights to culture and to self-determination contained in the Treaty of Waitangi, in many comparable jurisdictions (including Australia, Canada, the United States of America), and also in the United Nations Declaration on the Rights of Indigenous Peoples, the book make the case for an Indigenous court founded on Indigenous conceptions of proper