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This book provides practical ways to apply machine learning and deep learning algorithms to finance. Chapter 6 covers how to use neural networks to discover statistical inefficiencies, predict market direction, make intraday predictions, and more. It’s just one small example of the wealth of content available on the O’Reilly learning platform.And it’s yours, free.

Using concrete examples and a proven architectural framework, this book shows you how to combine AI with deep learning capabilities and industrial control technologies to make robust autonomous AI. This is just one small example of the wealth of content available on the O’Reilly learning platform.And chapter 4 is yours, free, as our gift.

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4K UHD - This coming-of-age sci-fi movie, based on the best-selling young-adult novel, tells the story of a dystopian future where Chicago is split into five distinct factions, each with its own defining trait. When kids grow up in the world of Divergent, they take a test to find out where they belong and stick to it for the rest of their lives. The story begins when Beatrice Prior's test results show she has traits that belong in each society. She is a Divergent and threatens the entire social order. Will this courageous and clever heroine unify the fractured society, or will her existence sow chaos and lead to the destruction of the only thing that allows them to survive against the bleak outside world?

This book aims, through its chapters, at providing the knowledge to make competent decisions, convince peers or top management to take appropriate action, or beat out the competition for climate adaptation measures including adjustments for design and operations. Topics discussed include business-as-usual vs. divergence; the effects of public pressure on corporate, industrial and government decision making; techniques for gathering the proper information to assess risks and hazards; the importance determining risk tolerance thresholds; the difference between tolerable risks, intolerable ones that benefit from mitigation and those that require strategic shifts; why common practice approaches such as FMEA, and risk matrices are inadequate in today’s world and do not help ensure infrastructural and systemic resilience and sustainability. Case histories and three complete case studies that can be adapted to any industry or project walk the reader step by step from client request to recommendations and conditions of validity. The ultimate aim is to understand how to reduce risks to tolerable and societally acceptable levels while simultaneously creating sustainable and ethical systems.

The most comprehensive and up-to-date analysis of the successes and failures of 27 countries post-communism transformation. Looking at life after the fall of the Berlin wall in 1989, the book examines and contrasts why some countries have virtually completed their transformation to a liberal polity and economy, while others lag behind.

This book is based on a study of 84 technological innovations that won Queen's Awards in 1966 and 1967. Nearly 40 of these are presented as well-documented but readable case histories. The topics range from new antibiotics to fast patrol boats, from an improved way of making bread to aircraft equipment, from new building materials and techniques to scientific instruments, from automatic gearboxes to guided missiles. Many points of interest are covered in the discussion. Is innovation more often 'pushed' by scientific or technological discoveries or more often 'pulled' by the needs of the market or of management? Is is true that outstanding individuals are necessary for success? Is it true that the time-lag between discovery and exploitations is shortening? Can one specify optimum sizes for research teams? What is the role of basic reseach? These are some of the issues raised in the course of a wide-ranging discussion of factors affecting technological innovation.

Donna Kline's contribution to the Sovietica series falls outside the strict confines of the study of Soviet Marxism-Leninism. It centers its attention on the seemingly minor question of Marx' knowledge of and attitude toward the legal theory and practice in vogue at the time he was writing studies that directly addressed issues of law and economics, and that indirectly helped to fashion the legal and economic behavior of Soviet-style regimes. That this question is not as minor or as irrelevant to Marxism-Leninism as it might seem at fIrst glance flows from Marx' obvious intent to do a thorough critique of all the vectors of 'bourgeois-capitalist' civilization and culture, clearly expressed in the many key texts, where 'legal relations' form at least part of the central focus. Marx' thought was forming when the 'bourgeois' law that had become self-conscious at the end of the 18th century was, following the French Revolution, trying to 'take possession' of the social-political consciousness of European-American culture, and fInding itself coming up against the 'vagaries' of economic quasi-anarchy. There is a sense in which the 'bourgeois-capitalist' efforts at developing a legal code for existing economic practice represent a sort of 'ideology in practice' to be applied to the same phenomena that Marx wanted to account for in his peculiarly Hegelian ideological critique.

Private wealth management (PWM) involves the management of the assets of high net worth individuals (HNWI) or accredited investors. Private wealth management firms have established close working relationships with high net worth clients to understand their financial needs and help them build investment portfolios that can meet their clients' financial goals.

Private wealth management (PWM) involves the management of the assets of high net worth individuals (HNWI) or accredited investors. Private wealth management firms have established close working relationships with high net worth clients to understand their financial needs and help them build investment portfolios that can meet their clients' financial goals. They offer a range of services, including portfolio management, real estate planning, mortgage planning, asset protection, tax management, and other financial services. Private wealth management services are provided by large corporations, independent financial advisers and portfolio managers who specialize in working with high net worth private clients.

Here is a list of the top investors and wealth management companies: Betterment, Vanguard, Moneyfarm, Robinhood, Advizr, Nutmeg, Wealthfront, Habito, Hydrogen, Sigfig and more. We'll share how these great companies are positioning themselves for success as we move to the new normal.