The Predictive Edge
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The Predictive Edge
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Author : Alejandro Lopez Lira
language : en
Publisher: Wiley
Release Date : 2024-07-11
The Predictive Edge written by Alejandro Lopez Lira and has been published by Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-11 with Business & Economics categories.
Use ChatGPT to improve your analysis of stock markets and securities In The Predictive Edge: Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting, renowned AI and finance researcher Dr. Alejandro Lopez-Lira delivers an engaging and insightful new take on how to use large language models (LLMs) like ChatGPT to find new investment opportunities and make better trading decisions. In the book, you’ll learn how to interpret the outputs of LLMs to craft sounder trading strategies and incorporate market sentiment into your analyses of individual securities. In addition to a complete and accessible explanation of how ChatGPT and other LLMs work, you’ll find: Discussions of future trends in artificial intelligence and finance Strategies for implementing new and soon-to-come AI tools into your investing strategies and processes Techniques for analyzing market sentiment using ChatGPT and other AI tools A can’t-miss playbook for taking advantage of the full potential of the latest AI advancements, The Predictive Edge is a fully to-date and exciting exploration of the intersection of tech and finance. It will earn a place on the bookshelves of individual and professional investors everywhere.
Neural Networks In Finance
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Author : Paul D. McNelis
language : en
Publisher: Academic Press
Release Date : 2005-01-05
Neural Networks In Finance written by Paul D. McNelis and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-05 with Business & Economics categories.
This book explores the intuitive appeal of neural networks and the genetic algorithm in finance. It demonstrates how neural networks used in combination with evolutionary computation outperform classical econometric methods for accuracy in forecasting, classification and dimensionality reduction. McNelis utilizes a variety of examples, from forecasting automobile production and corporate bond spread, to inflation and deflation processes in Hong Kong and Japan, to credit card default in Germany to bank failures in Texas, to cap-floor volatilities in New York and Hong Kong. * Offers a balanced, critical review of the neural network methods and genetic algorithms used in finance * Includes numerous examples and applications * Numerical illustrations use MATLAB code and the book is accompanied by a website
Predictive Maintenance In Smart Factories
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Author : Tania Cerquitelli
language : en
Publisher: Springer Nature
Release Date : 2021-08-26
Predictive Maintenance In Smart Factories written by Tania Cerquitelli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-26 with Science categories.
This book presents the outcome of the European project "SERENA", involving fourteen partners as international academics, technological companies, and industrial factories, addressing the design and development of a plug-n-play end-to-end cloud architecture, and enabling predictive maintenance of industrial equipment to be easily exploitable by small and medium manufacturing companies with a very limited data analytics experience. Perspectives and new opportunities to address open issues on predictive maintenance conclude the book with some interesting suggestions of future research directions to continue the growth of the manufacturing intelligence.
Iot Streams For Data Driven Predictive Maintenance And Iot Edge And Mobile For Embedded Machine Learning
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Author : Joao Gama
language : en
Publisher: Springer Nature
Release Date : 2021-01-09
Iot Streams For Data Driven Predictive Maintenance And Iot Edge And Mobile For Embedded Machine Learning written by Joao Gama and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-09 with Computers categories.
This book constitutes selected papers from the Second International Workshop on IoT Streams for Data-Driven Predictive Maintenance, IoT Streams 2020, and First International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning, ITEM 2020, co-located with ECML/PKDD 2020 and held in September 2020. Due to the COVID-19 pandemic the workshops were held online. The 21 full papers and 3 short papers presented in this volume were thoroughly reviewed and selected from 35 submissions and are organized according to the workshops and their topics: IoT Streams 2020: Stream Learning; Feature Learning; ITEM 2020: Unsupervised Machine Learning; Hardware; Methods; Quantization.
Predictive Intelligence For Data Driven Managers
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Author : Uwe Seebacher
language : en
Publisher: Springer Nature
Release Date : 2021-03-26
Predictive Intelligence For Data Driven Managers written by Uwe Seebacher and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-26 with Business & Economics categories.
This book describes how companies can easily and pragmatically set up and realize the path to a data-driven enterprise, especially in the marketing practice, without external support and additional investments. Using a predictive intelligence (PI) ecosystem, the book first introduces and explains the most important concepts and terminology. The PI maturity model then describes the phases in which you can build a PI ecosystem in your company. The book also demonstrates a PI self-test which helps managers identify the initial steps. In addition, a blueprint for a PI tech stack is defined for the first time, showing how IT can best support the topic. Finally, the PI competency model summarizes all elements into an action model for the company. The entire book is underpinned with practical examples, and case studies show how predictive intelligence, in the spirit of data-driven management, can be used profitably in the short, medium, and long terms.
Emerging Trends In Intelligent And Interactive Systems And Applications
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Author : Madjid Tavana
language : en
Publisher: Springer Nature
Release Date : 2020-12-17
Emerging Trends In Intelligent And Interactive Systems And Applications written by Madjid Tavana and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-17 with Technology & Engineering categories.
This book reports on the proceeding of the 5th International Conference on Intelligent, Interactive Systems and Applications (IISA 2020), held in Shanghai, China, on September 25–27, 2020. The IISA proceedings, with the latest scientific findings, and methods for solving intriguing problems, are a reference for state-of-the-art works on intelligent and interactive systems. This book covers nine interesting and current topics on different systems’ orientations, including Analytical Systems, Database Management Systems, Electronics Systems, Energy Systems, Intelligent Systems, Network Systems, Optimization Systems, and Pattern Recognition Systems and Applications. The chapters included in this book cover significant recent developments in the field, both in terms of theoretical foundations and their practical application. An important characteristic of the works included here is the novelty of the solution approaches to the most interesting applications of intelligent and interactive systems.
The Predictive Retailer
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Author : Andrew Pearson
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-10-23
The Predictive Retailer written by Andrew Pearson and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-23 with categories.
The Predictive Retailer is a retail company that utilizes the latest technological developments to deliver an exceptional personalized experience to each and every customer. Today, technology such as AI, Machine Learning, Augmented Reality, IoT, Real-time stream processing, social media, and wearables are altering the Customer Experience (CX) landscape and retailers need to jump aboard this fast moving technology or run the risk of being left out in the cold. The Predictive Retailer reveals how these and other technologies can help shape the customer journey. The book details how the five types of analytics-descriptive, diagnostic, predictive, prescriptive, and edge analytics-affect not only the customer journey, but also just about every operating function of the retailer. An IoT connected retailer can make its operations smart. Connected devices can help with inventory optimization, supply chain management, labor management, waste management, as well as keep the retailer's data centers green and its energy use smart. Social media is no longer a vanity platform, but rather it is a place to both connect with current customers as well as court new ones. It is also a powerful branding channel that can be utilized to both understand a retailer's position in the market, as well as a place to benchmark its position against its competitors. Today, technology moves at break-neck speed and it can offer the potential of anticipatory capabilities, but it also comes with a confusing variety of technological terms--Big Data, Cognitive Computing, CX, Data Lakes, Hadoop, Kafka, Personalization, Spark, etc., etc. The Predictive Retailer will help make sense of it all, so that a retail executive can cut through the confusing technological jargon and understand why a Spark-based real-time stream processing data stream might be preferable to a TIBCO Streambase one, or an IBM Streaming Analytics one. This book will help retail executives break through the technological clutter so that they can deliver an unrivaled customer experience to each and every patron that comes through their doors.
Advances In Knowledge Discovery And Data Mining
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Author : Hady W. Lauw
language : en
Publisher: Springer Nature
Release Date : 2020-05-08
Advances In Knowledge Discovery And Data Mining written by Hady W. Lauw and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-08 with Computers categories.
The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 135 full papers presented were carefully reviewed and selected from 628 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.
Quantum Acad Ynae3 Micssm Unlocking The Force Of The Predictive Mind
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Author : Prof Claude E. Bonet
language : en
Publisher: Trafford Publishing
Release Date : 2013-08-14
Quantum Acad Ynae3 Micssm Unlocking The Force Of The Predictive Mind written by Prof Claude E. Bonet and has been published by Trafford Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-14 with Self-Help categories.
Key Term Application: quan•tum ('kwän-t?m\) n., pl. 1. A quantity or amount 2. Something that can be counted or measured 3. “Physics.” a. The smallest amount of a physical quantity that can exist independently, especially a discrete quantity of electromagnetic radiation b. This amount of energy regarded as a unit —attributive. (The American Heritage Dictionary, p. 1480) Application to Workshop: Critical thinking is performed within the context of this mini-workshop; it is most similar to the research and development that transpires and takes place within a scientific research laboratory. That is, each and every interaction between participants, as well as the acquisition and facilitation of new and novel information, is contained and controlled, yet in a fashion that limitless participation is highly encouraged. In short, the overall breadth and depth of the information that is facilitated is a defined and specific amount or quality that is calculated, even calibrated and measured. Reference Source: The American Heritage Dictionary, 3rd ed. (New York, NY: Dell Publishing, 1994). ISBN: 0440219616. Foundational Concept: “The Effective Fusion of Innovation with Execution!” Structural Dynamics of Comprehensive Workshop The comprehensive workshop is comprised of three fundamental phases. The first phase, a.k.a. Phase I, is the Pine and Clay Phase. In short, it covers nothing more than the bare, yet vitally essential, nuts and bolts thereof; it is the most rudimentary elementary of all phases. The second phase, a.k.a. Phase II, is the Stone and Mortar Phase. In short, it covers the vital intricacies all applicable to a real-world context. Thus, it is the intermediate stage of critical thinking, change, development, and growth. It literally connects the dots and addresses the direct relevance it has regarding the utilization in the real world. The third and final phase, a.k.a. Phase III, is the Glass and Metal Phase. In short, it covers the cosmetics of critical thinking. It approaches critical thinking pertinent to the accessories thereof. Thus, it is the actual phase where each and every student makes CT their own. It directly correlates to each one’s individually unique attributes and personality. In a meager nutshell, it is comprised accordingly: (1) Phase I, a.k.a. Clay and Pine Phase; (2) Phase II, a.k.a. Stone and Mortar Phase; (3) Phase III, a.k.a. Glass and Metal Phase. Workshop Description: Welcome to your Quantum Aca(ynaE)micsTM®: A Critical Thinking Workshop, QCAD1501.E1 (Part I of III), with the underlying theme being Critical Thinking, the Vital Agent that Fuses Innovation with Execution. The chief underlying purpose for this course is to afford a smorgasbord of opportunities for engaging in critical research, critical assessment, and critical investigation pertinent to current academic theories, as well as real-world case examples. It also focuses on the growth and matriculation of one’s limitless ability, capacity, and capability for engaging comprehensive and quasi-dimensional critical thinking (CT). Next, it endeavors to identify diverse “explanations of individual differences in cognition” (Robert & Ardes, 2010). Lastly, it is considered “central to planning, problem-solving, evaluation, and many [divergent] aspects of language learning” (Kearsley, 2004–2010).
Proceedings Of The Indian Geotechnical Conference 2022 Volume 2
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Author : Babu T. Jose
language : en
Publisher: Springer Nature
Release Date :
Proceedings Of The Indian Geotechnical Conference 2022 Volume 2 written by Babu T. Jose and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.