Ai Meets Bi

Author : Lakshman Bulusu,Rosendo Abellera
Publisher : CRC Press
Page : 220 pages
File Size : 44,7 Mb
Release : 2020-11-03
Category : Computers
ISBN : 9781000281934

Get Book

AI Meets BI by Lakshman Bulusu,Rosendo Abellera Pdf

With the emergence of Artificial Intelligence (AI) in the business world, a new era of Business Intelligence (BI) has been ushered in to create real-world business solutions using analytics. BI developers and practitioners now have tools and technologies to create systems and solutions to guide effective decision making. Decisions can be made on the basis of more reliable and accurate information and intelligence, which can lead to valuable, actionable insights for business. Previously, BI professionals were stymied by bad or incomplete data, poorly architected solutions, or even just outright incapable systems or resources. With the advent of AI, BI has new possibilities for effectiveness. This is a long-awaited phase for practitioners and developers and, moreover, for executives and leaders relying on knowledgeable and intelligent decision making for their organizations. Beginning with an outline of the traditional methods for implementing BI in the enterprise and how BI has evolved into using self-service analytics, data discovery, and most recently AI, AI Meets BI first lays out the three typical architectures of the first, second, and third generations of BI. It then takes an in-depth look at various types of analytics and highlights how each of these can be implemented using AI-enabled algorithms and deep learning models. The crux of the book is four industry use cases. They describe how an enterprise can access, assess, and perform analytics on data by way of discovering data, defining key metrics that enable the same, defining governance rules, and activating metadata for AI/ML recommendations. Explaining the implementation specifics of each of these four use cases by way of using various AI-enabled machine learning and deep learning algorithms, this book provides complete code for each of the implementations, along with the output of the code, supplemented by visuals that aid in BI-enabled decision making. Concluding with a brief discussion of the cognitive computing aspects of AI, the book looks at future trends, including augmented analytics, automated and autonomous BI, and security and governance of AI-powered BI.

Author : Robert M.X. Wu,Marinela Mircea
Publisher : BoD – Books on Demand
Page : 172 pages
File Size : 52,5 Mb
Release : 2021-05-19
Category : Business & Economics
ISBN : 9781789846843

Get Book

E-Business by Robert M.X. Wu,Marinela Mircea Pdf

This book provides the latest viewpoints of scientific research in the field of e-business. It is organized into three sections: “Higher Education and Digital Economy Development”, “Artificial Intelligence in E-Business”, and “Business Intelligence Applications”. Chapters focus on China’s higher education in e-commerce, digital economy development, natural language processing applications in business, Information Technology Governance, Risk and Compliance (IT GRC), business intelligence, and more.

Author : George Watson Kittredge
Publisher : Unknown
Page : 448 pages
File Size : 50,9 Mb
Release : 1896
Category : Sheet metal working
ISBN : WISC:89089666333

Get Book

The New Metal Worker Pattern Book by George Watson Kittredge Pdf

Author : Henry F. Baker
Publisher : CUP Archive
Page : 284 pages
File Size : 48,7 Mb
Release : 1954
Category : Duality theory (Mathematics)
ISBN : 8210379456XXX

Get Book

Principles of Geometry by Henry F. Baker Pdf

Author : Jen Stirrup,Thomas J. Weinandy
Publisher : "O'Reilly Media, Inc."
Page : 499 pages
File Size : 46,8 Mb
Release : 2024-03-28
Category : Computers
ISBN : 9781098112707

Get Book

Artificial Intelligence with Microsoft Power BI by Jen Stirrup,Thomas J. Weinandy Pdf

Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented software engineers and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jen Stirrup, CEO of AI and BI leadership consultancy Data Relish, and Thomas Weinandy, research economist at Upside, show you how to use data already available to your organization. Springboarding from the skills that you already possess, this book adds AI to your organization's technical capability and expertise with Microsoft Power BI. By using your conceptual knowledge of BI, you'll learn how to choose the right model for your AI work and identify its value and validity. Use Power BI to build a good data model for AI Demystify the AI terminology that you need to know Identify AI project roles, responsibilities, and teams for AI Use AI models, including supervised machine learning techniques Develop and train models in Azure ML for consumption in Power BI Improve your business AI maturity level with Power BI Use the AI feedback loop to help you get started with the next project

Author : Marie-Jeanne Lesot,Susana Vieira,Marek Z. Reformat,João Paulo Carvalho,Anna Wilbik,Bernadette Bouchon-Meunier,Ronald R. Yager
Publisher : Springer Nature
Page : 779 pages
File Size : 42,8 Mb
Release : 2020-06-05
Category : Computers
ISBN : 9783030501464

Get Book

Information Processing and Management of Uncertainty in Knowledge-Based Systems by Marie-Jeanne Lesot,Susana Vieira,Marek Z. Reformat,João Paulo Carvalho,Anna Wilbik,Bernadette Bouchon-Meunier,Ronald R. Yager Pdf

This three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually. The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II; XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing.

Author : Edinburgh Mathematical Society
Publisher : Unknown
Page : 518 pages
File Size : 47,9 Mb
Release : 1894
Category : Mathematics
ISBN : UOM:39015046029404

Get Book

Proceedings of the Edinburgh Mathematical Society by Edinburgh Mathematical Society Pdf

Author : Anonim
Publisher : Unknown
Page : 196 pages
File Size : 40,6 Mb
Release : 1894
Category : Electronic
ISBN : BSB:BSB11681898

Get Book

Proceedings of the Edinburgh Mathematical Society by Anonim Pdf

Author : Ning Zhong,Jiming Liu,Yiyu Yao,Jinglong Wu,Shengfu Lu,Kuncheng Li
Publisher : Springer Science & Business Media
Page : 526 pages
File Size : 49,8 Mb
Release : 2007-11-29
Category : Computers
ISBN : 9783540770275

Get Book

Web Intelligence Meets Brain Informatics by Ning Zhong,Jiming Liu,Yiyu Yao,Jinglong Wu,Shengfu Lu,Kuncheng Li Pdf

This book constitutes the thoroughly refereed post-workshop proceedings of the First WICI International Workshop on Web Intelligence meets Brain Informatics, WImBI 2006, which was held in Beijing, China, in December 2006. The workshop explores a new perspective of Web Intelligence (WI) research from the viewpoint of Brain Informatics (BI). The 26 revised full-length papers presented together with three introductory lectures have been carefully reviewed and selected.

Author : Wendy Turner-Williams
Publisher : Packt Publishing Ltd
Page : 68 pages
File Size : 52,5 Mb
Release : 2024-04-02
Category : Computers
ISBN : 9781835460368

Get Book

Unleashing the Power of Data with Trusted AI by Wendy Turner-Williams Pdf

Discover the transformative potential of AI for data-driven decision-making and fast-track your organization's growth journey with trusted AI implementation Key Features Gain comprehensive insights and analyses to make quick and accurate decisions Learn to integrate trusted AI into your organizational workflows and decision-making processes Explore real-world case studies that showcase the transformative impact of AI in diverse industries Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWritten by a distinguished leader and innovator who has been instrumental in spearheading digital, cloud, and AI transformations across global brands, Unleashing the Power of Data with Trusted AI is an indispensable resource that will make you AI-ready. This comprehensive guide is designed to meet the urgent need for clarity and to give you actionable insights into today's rapidly evolving landscape of AI and its fundamental driver - data. You’ll delve into the exciting world of AI and its integration with data, uncover its significance, ethical considerations, and strategic applications with real-life success stories from industry giants like Starbucks, Netflix, and Siemens. You’ll also witness first-hand how the integration of data and AI has reshaped markets and elevated customer experiences, and discover the future of generative AI based on several surveys and case studies. You’ll gain an understanding of how AI has evolved across industries, empowering decision-making and fostering innovation. Tailored for board members, executives, innovators, and tech enthusiasts, this immersive guide will reshape your understanding of data and AI synergy. By the end of this guide, you’ll be able to lead your teams, customers, partners, and organizations confidently and responsibly in the era of AI. What you will learn Navigate ethical considerations and comply with data regulations effectively Elevate data quality and enhance data literacy within your organization Craft effective AI strategies for data analytics processes Explore real-world case studies showcasing the tangible benefits of trusted AI Optimize decision-making processes by harnessing AI-driven insights Who this book is for This report is for executives and board members of mid to large enterprises, such as CDAIOs, CTOs, CIOs, CISOs, CPOs, and CEOs, as well as AI, data, ethics, privacy, and security professionals. With this book, you’ll confidently develop your data and AI implementation strategy and navigate the complex landscape of emerging technologies with clarity.

Author : Quiang Yang,Geoff Webb
Publisher : Springer Science & Business Media
Page : 1291 pages
File Size : 49,8 Mb
Release : 2006-07-26
Category : Computers
ISBN : 9783540366676

Get Book

PRICAI 2006: Trends in Artificial Intelligence by Quiang Yang,Geoff Webb Pdf

This book constitutes the refereed proceedings of the 9th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006, held in Guilin, China in August 2006. The book presents 81 revised full papers and 87 revised short papers together with 3 keynote talks. The papers are organized in topical sections on intelligent agents, automated reasoning, machine learning and data mining, natural language processing and speech recognition, computer vision, perception and animation, and more.

Author : El-Ghazali Talbi
Publisher : Springer
Page : 288 pages
File Size : 49,6 Mb
Release : 2013-04-09
Category : Technology & Engineering
ISBN : 9783642378386

Get Book

Metaheuristics for Bi-level Optimization by El-Ghazali Talbi Pdf

This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domains. Readers learn to solve large scale bi-level optimization problems by efficiently combining metaheuristics with complementary metaheuristics and mathematical programming approaches. Numerous real-world examples of problems demonstrate how metaheuristics are applied in such fields as networks, logistics and transportation, engineering design, finance and security.

Author : Luca Zavarella,Francesca Lazzeri
Publisher : Packt Publishing Ltd
Page : 559 pages
File Size : 54,7 Mb
Release : 2021-11-26
Category : Computers
ISBN : 9781801076678

Get Book

Extending Power BI with Python and R by Luca Zavarella,Francesca Lazzeri Pdf

Perform more advanced analysis and manipulation of your data beyond what Power BI can do to unlock valuable insights using Python and R Key FeaturesGet the most out of Python and R with Power BI by implementing non-trivial codeLeverage the toolset of Python and R chunks to inject scripts into your Power BI dashboardsImplement new techniques for ingesting, enriching, and visualizing data with Python and R in Power BIBook Description Python and R allow you to extend Power BI capabilities to simplify ingestion and transformation activities, enhance dashboards, and highlight insights. With this book, you'll be able to make your artifacts far more interesting and rich in insights using analytical languages. You'll start by learning how to configure your Power BI environment to use your Python and R scripts. The book then explores data ingestion and data transformation extensions, and advances to focus on data augmentation and data visualization. You'll understand how to import data from external sources and transform them using complex algorithms. The book helps you implement personal data de-identification methods such as pseudonymization, anonymization, and masking in Power BI. You'll be able to call external APIs to enrich your data much more quickly using Python programming and R programming. Later, you'll learn advanced Python and R techniques to perform in-depth analysis and extract valuable information using statistics and machine learning. You'll also understand the main statistical features of datasets by plotting multiple visual graphs in the process of creating a machine learning model. By the end of this book, you'll be able to enrich your Power BI data models and visualizations using complex algorithms in Python and R. What you will learnDiscover best practices for using Python and R in Power BI productsUse Python and R to perform complex data manipulations in Power BIApply data anonymization and data pseudonymization in Power BILog data and load large datasets in Power BI using Python and REnrich your Power BI dashboards using external APIs and machine learning modelsExtract insights from your data using linear optimization and other algorithmsHandle outliers and missing values for multivariate and time-series dataCreate any visualization, as complex as you want, using R scriptsWho this book is for This book is for business analysts, business intelligence professionals, and data scientists who already use Microsoft Power BI and want to add more value to their analysis using Python and R. Working knowledge of Power BI is required to make the most of this book. Basic knowledge of Python and R will also be helpful.

Author : John HOWARD (of Newcastle.)
Publisher : Unknown
Page : 202 pages
File Size : 49,6 Mb
Release : 1798
Category : Electronic
ISBN : BL:A0020467093

Get Book

A treatise on spherical geometry, containing its fundamental properties; the doctrine of its loci; the maxima and minima of spherical lines and areas; with an application of these elements to a variety of problems by John HOWARD (of Newcastle.) Pdf

Author : H Kawakami
Publisher : World Scientific
Page : 208 pages
File Size : 48,7 Mb
Release : 1990-03-01
Category : Electronic
ISBN : 9789813272453

Get Book

Bifurcation Phenomena In Nonlinear Systems And Theory Of Dynamical Systems: Rims Meeting by H Kawakami Pdf