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Hands-On Predictive Analytics with Python
Step-by-step guide to build high performing predictive applications Key FeaturesUse the Python data analytics ecosystem to implement end-to-end predictive analytics projectsExplore advanced predictive modeling algorithms with an emphasis on theory with intuitive explanationsLearn to deploy a predictive model's results as an interactive applicationBook Description Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This book provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, ste...
Mastering Cyber Intelligence
Develop the analytical skills to effectively safeguard your organization by enhancing defense mechanisms, and become a proficient threat intelligence analyst to help strategic teams in making informed decisions Key FeaturesBuild the analytics skills and practices you need for analyzing, detecting, and preventing cyber threatsLearn how to perform intrusion analysis using the cyber threat intelligence (CTI) processIntegrate threat intelligence into your current security infrastructure for enhanced protectionBook Description The sophistication of cyber threats, such as ransomware, advanced phishing campaigns, zero-day vulnerability attacks, and advanced persistent threats (APTs), is pushing org...
AI and Analytics for Public Health
This volume offers the state-of-the-art research and developments in service science and related research, education and practice areas. It showcases emerging technology and applications in fields including healthcare, energy, finance, information technology, transportation, sports, logistics, and public services. Regardless of size and service, a service organization is a service system. Because of the socio-technical nature of a service system, a systems approach must be adopted to design, develop, and deliver services, aimed at meeting end users’ both utilitarian and socio-psychological needs. Effective understanding of service and service systems often requires combining multiple methods to consider how interactions of people, technology, organizations, and information create value under various conditions. Chapters highlight ways to approach such technical challenges in service science and are based on submissions from the 2020 INFORMS International Conference on Service Science.
Botswana
Botswana is experiencing a significant slowdown from a diamond market contraction in 2023–24. Inflation has declined sharply since the peak of mid-2022 and returned to the central bank’s objective range, where it is expected to remain in the medium term. The authorities plan a fiscal expansion in FY2024 followed by two years of substantial adjustment to reach a fiscal surplus by FY2026. The external position should soften over the medium term, with FX reserves decreasing to 5 months of imports. The financial sector remains sound and stable despite the economic downturn.
Why Nations Fail
Shortlisted for the Financial Times and Goldman Sachs Business Book of the Year Award 2012. Why are some nations more prosperous than others? Why Nations Fail sets out to answer this question, with a compelling and elegantly argued new theory: that it is not down to climate, geography or culture, but because of institutions. Drawing on an extraordinary range of contemporary and historical examples, from ancient Rome through the Tudors to modern-day China, leading academics Daron Acemoglu and James A. Robinson show that to invest and prosper, people need to know that if they work hard, they can make money and actually keep it - and this means sound institutions that allow virtuous circles of innovation, expansion and peace. Based on fifteen years of research, and answering the competing arguments of authors ranging from Max Weber to Jeffrey Sachs and Jared Diamond, Acemoglu and Robinson step boldly into the territory of Francis Fukuyama and Ian Morris. They blend economics, politics, history and current affairs to provide a new, powerful and persuasive way of understanding wealth and poverty.
Future Luxe
In Future Luxe: What’s Ahead for the Business of Luxury, Erwan Rambourg identifies the major forces and emerging trends that are set to reshape luxury over the next decade. The expansion of Chinese consumption and the boost in women’s spending power around the world will fuel continued growth in the industry—but even more importantly, fundamental changes are on the horizon. The younger generation is entering the luxury market, bringing new values and demands that will redefine the very meaning of luxury. The sector should expand in the realms of travel, health, leisure, even cannabis. For brands to resonate with these younger consumers they will have to develop substance beyond a high-...
Design and Strategy
This major practical handbook bridges the gap between strategy and design, presenting a step-by-step design process with a strategic approach and extensive methods for innovation, strategy development, design methodology and problem solving. It is an effective guide to planning and implementing design projects to ensure strategic anchoring of the process and outcome. Built around a six-part phase structure that represents the design process, covering initial preparations and project briefing, research and analysis, targets and strategy, concept development, prototyping and modelling, production and delivery, it is a must-have resource for professionals and students. Readers can easily dip in...
Future Stars
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Financial Data Analytics with Machine Learning, Optimization and Statistics
An essential introduction to data analytics and Machine Learning techniques in the business sector In Financial Data Analytics with Machine Learning, Optimization and Statistics, a team consisting of a distinguished applied mathematician and statistician, experienced actuarial professionals and working data analysts delivers an expertly balanced combination of traditional financial statistics, effective machine learning tools, and mathematics. The book focuses on contemporary techniques used for data analytics in the financial sector and the insurance industry with an emphasis on mathematical understanding and statistical principles and connects them with common and practical financial probl...
