Автор: Karthik S., Paul Anand, Karthikeyan N. Название: Deep Learning Innovations and Their Convergence with Big Data ISBN: 1522530150 ISBN-13(EAN): 9781522530152 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 29938.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The expansion of digital data has transformed various sectors of business such as healthcare, industrial manufacturing, and transportation. A new way of solving business problems has emerged through the use of machine learning techniques in conjunction with big data analytics.Deep Learning Innovations and Their Convergence With Big Data is a pivotal reference for the latest scholarly research on upcoming trends in data analytics and potential technologies that will facilitate insight in various domains of science, industry, business, and consumer applications. Featuring extensive coverage on a broad range of topics and perspectives such as deep neural network, domain adaptation modeling, and threat detection, this book is ideally designed for researchers, professionals, and students seeking current research on the latest trends in the field of deep learning techniques in big data analytics.Contents include:Deep Auto-EncodersDeep Neural NetworkDomain Adaptation ModelingMultilayer Perceptron (MLP)Natural Language Processing (NLP)Restricted Boltzmann Machines (RBM)Threat Detection
The Earth receives 174 Petawatts (PW) of incoming solar radiation at the upper atmosphere. Approximately 30 % of its radiation is reflected back to space while the rest of 71 % (124 PW) is absorbed by clouds, oceans and land masses. The world cumulative solar PV installed capacity reached almost 398 Gigawatts (GW) in 2018. This is only about 0.3 % of solar energy utilization from the sun. There is a wide gap of utilization is noticed due to lack of technology. In 1931 selenium cell efficiency of 1% invented then in 1980 thin films cell efficiency of 6-7% introduced. After 2013, efficiency of 18 to 21% achieved by crystalline silicon technology. In India, the installed capacity of till 2018 is of 350 GW which includes renewable and non-renewable energy sources. In that the cumulative installed solar capacity is only about 25 GW. By 2022, India wants to install 175 Gigawatt (GW) of renewable power capacity which corresponds to around half of its total electricity production.
To achieve this capacity by improving solar cell efficiency from 20 % to 40 %, augmentation of grid infrastructure, massive subsidies and skilled manpower of 3 lakhs persons for the next three years to achieve the planned target. Most of the world's population lives in areas with solar insolation levels of 150 to 300 watts/m or 3.5 to 7.0 kWh/m per day. In India, the per capita electricity consumption from 2017 to 2018 was around 1150 to 2000 kWh. The electricity demand in the country will grow at 7 % between FY 2017 and FY 2022 and 57 % of the total electricity capacity will be generated from renewable sources by 2027 as per Central Electricity Authority (CEA). In 2011, a report by the International Energy Agency (IEA) found that solar energy technologies such as photovoltaic, solar hot water and concentrated solar power could provide a third of the world's energy by 2060.
Описание: Prudent, verifiable, and timely corporate accounting is a bedrock of our modern capitalist system. In recent years, however, the rules that govern corporate accounting have been subtly changed in ways that compromise these core principles, to the detriment of the economy at large. These changes have been driven by the private agendas of certain corporate special interests, aided selectively--and sometimes unwittingly--by arguments from business academia With Political Standards, Karthik Ramanna develops the notion of "thin political markets" to describe a key problem facing technical rule-making in corporate accounting and beyond. When standard-setting boards attempt to regulate the accounting practices of corporations, they must draw on a small pool of qualified experts--but those experts almost always have strong commercial interests in the outcome. Meanwhile, standard setting rarely enjoys much attention from the general public. This absence of accountability, Ramanna argues, allows corporate managers to game the system. In the profit-maximization framework of modern capitalism, the only practicable solution is to reframe managerial norms when participating in thin political markets. Political Standards will be an essential resource for understanding how the rules of the game are set, whom they inevitably favor, and how the process can be changed for a better capitalism.
Описание: In the first part of the book, I will share my objectives of what I expect from my trading business. Then I will show you how the business model of a casino, and how they make money in a game of chance. I will then share the basic idea and concepts of the stock market. You will learn what trends are and how we can use them in our trading business. The next chapters I will cover the strategies I use to pick stocks. By using these strategies you will know "WHAT TO BUY" "WHEN TO BUY". "WHEN TO SELL" "HOW MANY SHARES TO BUY"
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