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AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation
by Alex KhangIn the digital-driven economy era, an AI-oriented competency framework (AIoCF) is a collection to identify AI-oriented knowledge, attributes, efforts, skills, and experiences (AKASE) that directly and positively affect the success of employees and the organization. The application of skills-based competency analytics and AI-equipped systems is gradually becoming accepted by business and production organizations as an effective tool for automating several managerial activities consistently and efficiently in developing and moving the capacity of a company up to a world-class level.AI-Oriented Competency Framework for Talent Management in the Digital Economy: Models, Technologies, Applications, and Implementation discusses all the points of an AIoCF, which includes predictive analytics, advisory services, predictive maintenance, and automated processes, which help to make the operations of project management, personnel management, or administration more efficient, profitable, and safe. The book includes the functionality of emerging career pathways, hybrid learning models, and learning paths related to the learning and development of employees in the production or delivery fields. It also presents the relationship between skills taxonomy and competency framework with interactive methods using datasets, processing workflow diagrams, and architectural diagrams for easy understanding of the application of intelligent functions in role-based competency systems. By also covering upcoming areas of AI and data science in many government and private organizations, the book not only focuses on managing big data and cloud resources of the talent management system but also provides cybersecurity techniques to ensure that systems and employee competency data are secure.This book targets a mixed audience of students, engineers, scholars, researchers, academics, and professionals who are learning, researching, and working in the field of workforce training, human resources, talent management systems, requirement, headhunting, outsourcing, and manpower consultant services from different cultures and industries in the era of digital economy.
The AI Playbook: Mastering the Rare Art of Machine Learning Deployment (Management on the Cutting Edge)
by Eric SiegelIn his bestselling first book, Eric Siegel explained how machine learning works. Now, in The AI Playbook, he shows how to capitalize on it.&“Eric Siegel delivers a robust primer on machine learning, the key mechanism in AI. A forward-looking, practical book and a must-read for anyone in the information economy.&” —Scott Galloway, NYU Stern Professor of Marketing; bestselling author of The Four &“An antidote to today&’s relentless AI hype—why some AI initiatives thrive while others fail and what it takes for companies and people to succeed.&”—Charles Duhigg, author of bestsellers The Power of Habit and Smarter Faster BetterThe greatest tool is the hardest to use. Machine learning is the world&’s most important general-purpose technology—but it&’s notoriously difficult to launch. Outside Big Tech and a handful of other leading companies, machine learning initiatives routinely fail to deploy, never realizing value. What&’s missing? A specialized business practice suitable for wide adoption. In The AI Playbook, bestselling author Eric Siegel presents the gold-standard, six-step practice for ushering machine learning projects from conception to deployment. He illustrates the practice with stories of success and of failure, including revealing case studies from UPS, FICO, and prominent dot-coms. This disciplined approach serves both sides: It empowers business professionals, and it establishes a sorely needed strategic framework for data professionals. Beyond detailing the practice, this book also upskills business professionals—painlessly. It delivers a vital yet friendly dose of semi-technical background knowledge that all stakeholders need to lead or participate in machine learning projects, end to end. This puts business and data professionals on the same page so that they can collaborate deeply, jointly establishing precisely what machine learning is called upon to predict, how well it predicts, and how its predictions are acted upon to improve operations. These essentials make or break each initiative—getting them right paves the way for machine learning&’s value-driven deployment.What kind of AI does this book cover? The buzzword AI can mean many things, but this book is about machine learning, which is a central basis for—and what many mean by—AI. To be specific, this book covers the most vital use cases of machine learning, those designed to improve a wide range of business operations.
AI-Powered Bitcoin Trading: Developing an Investment Strategy with Artificial Intelligence
by Eoghan LeahySurvive and thrive amongst the professional traders using sophisticated cryptocurrency analysis and trading techniques The purpose of this book is to provide a concise yet comprehensive background of some effective methods for analyzing markets and creating fully automated AI-optimized trading systems. The book outlines some easy-to-replicate yet highly effective quant trading techniques that can be used for analyzing asset prices and then apply them to Bitcoin prices, showing how to generate actionable insights from data that can be used to create fully automated trading signals and systems. Big data analytics can be enhanced with artificial intelligence techniques. Back testing and optimization methods are presented with a special emphasis placed on the use of distributed genetic algorithms for parameter optimization. Finally, a case study of a fully automated trend-following trading strategy that leverages artificial intelligence is presented. Bitcoin AlphaBot™ combines human insight with AI-driven optimization to build profit table trend trading strategies.
The AI Revolution: Volume 1 (Studies in Systems, Decision and Control #524)
by Bahaa AwwadThis comprehensive book explores the transformative role of artificial intelligence (AI) in business innovation and research. It provides a solid foundation in AI technologies, such as machine learning, natural language processing, and computer vision, and examines how they reshape business models and revolutionize industries. The book highlights the strategic implications of AI in enhancing customer experience, optimizing operations, and enabling data-driven decision-making. It explores the integration of AI with emerging trends like IoT, blockchain, and cloud computing for innovation. The role of AI in advancing scientific discovery and academic research is also explored, addressing challenges and opportunities in AI-driven methodologies. Organizational and ethical dimensions of AI implementation are considered, including talent acquisition, skills development, and data governance. Real-world case studies showcase AI's transformative power across diverse industries. This forward-thinking guide equips academics, researchers, and business leaders with knowledge and insights to harness the potential of AI and contribute to innovation and research.
AI Technologies and Virtual Reality: Proceedings of 7th International Conference on Artificial Intelligence and Virtual Reality (AIVR 2023) (Smart Innovation, Systems and Technologies #382)
by Kazumi Nakamatsu Srikanta Patnaik Roumen KountchevThis book gathers a collection of selected works and new research results of scholars and graduate students presented at the 7th International Conference on Artificial Intelligence and Virtual Reality (AIVR 2023) held in Kumamoto, Japan during July 21-23, 2023. The focus of the book is interdisciplinary in nature and includes research on all aspects of artificial intelligence and virtual reality, from fundamental development to the applied system. The book covers topics such as system techniques, performance, and implementation; content creation and modelling; cognitive aspects, perception, user behaviour; AI technologies; interactions, interactive and responsive environments; AI/VR applications and case studies.
AI überleben: Das Versprechen und die Gefahr Artifizielle Intelligenz
by Janardhan MarappaDies ist das Jahrhundert zweier Singularitäten – der wirtschaftlichen Singularität (technologische Arbeitslosigkeit) und der technologischen Singularität (Intelligenzexplosion). Beides birgt enorme Chancen und enorme Herausforderungen. Wenn wir sie erfolgreich verwalten, ist unsere Zukunft als Spezies mehr als wunderbar. Wenn wir versagen, könnte es miserabel sein - und vielleicht kurz. Der Treiber ist Artifizelle Intelligenz (AI) - die leistungsstärkste Technologie der Menschheit. Software, die Probleme löst und Daten in Erkenntnisse umwandelt, hat unser Leben bereits revolutioniert, und die Revolution beschleunigt sich. Das Argument dieses Buches ist, dass wir die stattfindenden Veränderungen überwachen und Richtlinien verabschieden sollten, die die bestmöglichen Ergebnisse fördern. Die Bandbreite der möglichen Ergebnisse ist groß, vom Schrecklichen bis zum Wunderbaren, und sie sind nicht vorherbestimmt. Sie werden zum Teil durch Glück, zum Teil durch ihre eigene interne Logik, zum Teil aber auch durch die Politik auf allen Ebenen der Gesellschaft ausgewählt. Automatisierung und Superintelligenz sind die beiden Entwicklungen, von denen wir bereits sehen, dass sie wahrscheinlich enorme Auswirkungen haben werden. Automatisierung könnte zu einer wirtschaftlichen Singularität und der Entwicklung einer völlig anderen Art von Wirtschaft führen. Wenn wir das falsch verstehen, könnte eine Elite die Produktionsmittel besitzen und den Rest von uns in einem dystopischen technologischen autoritären Regime unterdrücken. Wenn wir es richtig machen, könnten wir eine Wirtschaft des radikalen Überflusses genießen, in der niemand arbeiten muss, um seinen Lebensunterhalt zu verdienen, und wir alle frei sind, Spaß zu haben, unseren Geist zu dehnen und unsere Fähigkeiten voll zu entfalten. Die Ankunft der Superintelligenz wird, falls und wenn sie eintritt, eine technologische Singularität darstellen, die das bedeutendste Ere
The Algorithm: How AI Decides Who Gets Hired, Monitored, Promoted, and Fired and Why We Need to Fight Back Now
by Hilke SchellmannBased on exclusive information from whistleblowers, internal documents, and real world test results, Emmy‑award winning Wall Street Journal contributor Hilke Schellmann delivers a shocking and illuminating expose on the next civil rights issue of our time: how AI has already taken over the workplace and shapes our future. Hilke Schellmann, is an Emmy‑award winning investigative reporter, Wall Street Journal and Guardian contributor and Journalism Professor at NYU. In The Algorithm, she investigates the rise of artificial intelligence (AI) in the world of work. AI is now being used to decide who has access to an education, who gets hired, who gets fired, and who receives a promotion. Drawing on exclusive information from whistleblowers, internal documents and real‑world tests, Schellmann discovers that many of the algorithms making high‑stakes decisions are biased, racist, and do more harm than good. Algorithms are on the brink of dominating our lives and threaten our human future—if we don't fight back. Schellmann takes readers on a journalistic detective story testing algorithms that have secretly analyzed job candidates' facial expressions and tone of voice. She investigates algorithms that scan our online activity including Twitter and LinkedIn to construct personality profiles à la Cambridge Analytica. Her reporting reveals how employers track the location of their employees, the keystrokes they make, access everything on their screens and, during meetings, analyze group discussions to diagnose problems in a team. Even universities are now using predictive analytics for admission offers and financial aid.
Algorithmic Aspects of Cloud Computing: 8th International Symposium, ALGOCLOUD 2023, Amsterdam, The Netherlands, September 5, 2023, Revised Selected Papers (Lecture Notes in Computer Science #14053)
by Ioannis Chatzigiannakis Ioannis KarydisThis book constitutes revised selected papers from the 8th International Symposium on Algorithmic Aspects of Cloud Computing, ALGOCLOUD 2023, held in Amsterdam, The Netherlands, on September 5, 2023. The 13 full papers included in this book were carefully reviewed and selected from 24 submissions. They focus on algorithmic aspects of computing and data management in modern cloud-based systems interpreted broadly so as to include edge- and fog-based systems, cloudlets, cloud micro-services, virtualization environments, decentralized systems, as well as dynamic networks.
Algorithmic Democracy: A Critical Perspective Based on Deliberative Democracy (Philosophy and Politics - Critical Explorations #29)
by Domingo García-Marzá Patrici CalvoBased on a deliberative democracy, this book uses a hermeneutic-critical methodology to study bibliographical sources and practical issues in order to analyse the possibilities, limits and consequences of the digital transformation of democracy. Drawing on a two-way democracy, the aim of this book is intended as an aid for thinking through viable alternatives to the current state of democracy with regard to its ethical foundations and the moral knowledge implicit in or assumed by the way we perceive and understand democracy. It is intended to stimulate reflection and discussion on the basis that, by addressing what we understand as democracy, we can inevitably influence the reality known as democracy. Democracy’s evident regression in today’s world makes this all too apparent: it has become a hostage to all kinds of autocracies and technopopulisms, which are supported to a greater or lesser extent by the current algorithmic revolution.
Algorithmic Discrimination and Ethical Perspective of Artificial Intelligence (Accounting, Finance, Sustainability, Governance & Fraud: Theory and Application)
by Muharrem Kılıç Sezer Bozkuş KahyaoğluThis book delves into the complex intersection between artificial intelligence and human rights violations, shedding light on the far-reaching implications within the framework of discrimination and the pivotal role equality bodies play in combatting these issues. Through a collaborative effort between the Human Rights and Equality Institution of Türkiye (HREIT) and Hasan Kalyoncu University, the groundbreaking "International Symposium on the Effects of Artificial Intelligence in the Context of the Prohibition of Discrimination" took place on March 30, 2022, in Gaziantep. This book is the outcome of this symposium, bringing attention to the alarming issues of "bias and discrimination" prevalent in the application of artificial intelligence. With a commitment to Sustainable Development Goal 8.10 of safeguarding human rights in the digital realm and countering the adverse effects of artificial intelligence, this work is an essential contribution to the Human Rights Action Plan. Comprising an array of insightful chapters, this book offers an in-depth exploration of artificial intelligence technologies, encompassing a broad spectrum of topics ranging from data protection to algorithmic discrimination, the deployment of artificial intelligence in criminal proceedings to combating hate speech, and from predictive policing to meta-surveillance. It aims to serve as a call to action, urging societies and policymakers to acknowledge the potential threats posed by AI and recognize the need for robust legislative frameworks and ethical principles to ensure that international standards on human rights are upheld in the face of technological advancements.
Algorithmic Thinking, 2nd Edition: Learn Algorithms to Level Up Your Coding Skills
by Daniel ZingaroGet in the game and learn essential computer algorithms by solving competitive programming problems, in the fully revised second edition of the bestselling original. (Still no math required!)Are you hitting a wall with data structures and algorithms? Whether you&’re a student prepping for coding interviews or an independent learner, this book is your essential guide to efficient problem-solving in programming.UNLOCK THE POWER OF DATA STRUCTURES & ALGORITHMS:Learn the intricacies of hash tables, recursion, dynamic programming, trees, graphs, and heaps. Become proficient in choosing and implementing the best solutions for any coding challenge.REAL-WORLD, COMPETITION-PROVEN CODE EXAMPLES:The programs and challenges in this book aren&’t just theoretical—they&’re drawn from real programming competitions. Train with problems that have tested and honed the skills of coders around the world.GET INTERVIEW-READY:Prepare yourself for coding interviews with practice exercises that help you think algorithmically, weigh different solutions, and implement the best choices efficiently.WRITTEN IN C, USEFUL ACROSS LANGUAGES:The code examples are written in C and designed for clarity and accessibility to those familiar with languages like C++, Java, or Python. If you need help with the C code, no problem: We&’ve got recommended reading, too.Algorithmic Thinking is the complete package, providing the solid foundation you need to elevate your coding skills to the next level.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part VI (Lecture Notes in Computer Science #14492)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023.The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers the many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part IV (Lecture Notes in Computer Science #14490)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023.The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers the many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part V (Lecture Notes in Computer Science #14491)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023.The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers the many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part II (Lecture Notes in Computer Science #14488)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023.The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part VII (Lecture Notes in Computer Science #14493)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023.The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers the many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part III (Lecture Notes in Computer Science #14489)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023.The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Architectures for Parallel Processing: 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part I (Lecture Notes in Computer Science #14487)
by Zahir Tari Keqiu Li Hongyi WuThe 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October 2023.The 145 full papers included in these proceedings were carefully reviewed and selected from 439 submissions. ICA3PP covers many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.
Algorithms and Automation: Governance over Rituals, Machines, and Prototypes, from Sundial to Blockchain
by Denisa Reshef KeraTo enact the book’s central theme of automation and human agency, the author designed a Bot trained on her book to support dialogue with the content and facilitate discussions. If you like to compare what the author says and Bot ‘interprets’ or generates, go here https://www.anonette.net/denisaBot/ Algorithms and Automation: Governance over Rituals, Machines, and Prototypes, from Sundial to Blockchain is a critical examination of the history and impact of automation on society. It provides thought-provoking perspectives on the history of automation and its relationship with power, emphasizing the importance of considering the social context in which automation is developed and used. The book argues that automation has always been a political and social force that shapes our lives and futures, rather than a neutral tool. The author provides a genealogy of automation, tracing its development from ancient rituals to modern-day prototypes, and highlights the challenges posed by new technologies such as blockchain and artificial intelligence. The volume argues that we need more democratic and accountable governance over technological innovation to ensure that it respects human rights, political pluralism, legitimacy, and other values we hold dear in our institutions and political processes. An engaging read on a fascinating topic, this book will be indispensable for scholars, students, and researchers of science and technology studies, digital humanities, politics and governance, public policy, social policy, system design and automation, and history and philosophy of science and technology. It will also be of interest to readers interested in the interactions of the sciences and the social sciences and humanities.
Algorithms and Discrete Applied Mathematics: 10th International Conference, CALDAM 2024, Bhilai, India, February 15–17, 2024, Proceedings (Lecture Notes in Computer Science #14508)
by Subrahmanyam Kalyanasundaram Anil MaheshwariThis book constitutes the refereed proceedings of the 10th International Conference on Algorithms and Discrete Applied Mathematics, CALDAM 2024, held in Bhilai, India during February 15–17, 2024. The 22 full papers included in this book were carefully reviewed and selected from 57 submissions. They were organized in topical sections as follows: Algorithms and Complexity; Computational Geometry; Discrete Applied Mathematics; Graph Algorithms; Graph Theory.
All the Worst Humans: How I Made News for Dictators, Tycoons, and Politicians
by Phil Elwood"A rollicking, unexpectedly affecting story. . . It’s going to be one of the big, buzzy Beltway books of the year."—PoliticoA bridge-burning, riotous memoir by a top PR operative in Washington who exposes the secrets of the $129-billion industry that controls so much of what we see and hear in the media—from a man who used to pull the strings, and who is now pulling back the curtain.After nearly two decades in the Washington PR business, Elwood wants to come clean, by exposing the dark underbelly of the very industry that’s made him so successful. The first step is revealing exactly what he’s been up to for the past twenty years—and it isn’t pretty. Elwood has worked for a murderer’s row of questionable clients, including Gaddafi, Assad, and the government of Qatar. In All the Worst Humans, Elwood unveils how the PR business works, and how the truth gets made, spun, and sold to the public—not shying away from the gritty details of his unlikely career.This is a piercing look into the corridors of money, power, politics, and control, all told in Elwood’s disarmingly funny and entertaining voice. He recounts a four-day Las Vegas bacchanal with a dictator’s son, plotting communications strategies against a terrorist organization in Western Africa, and helping to land a Middle Eastern dictator’s wife a glowing profile in Vogue on the same time the Arab Spring broke out. And he reveals all his slippery tricks for seducing journalists in order to create chaos and ultimately cover for politicians, dictators, and spies—the industry-secret tactics that led to his rise as a political PR pro. Along the way, Phil walks the halls of the Capitol, rides in armored cars through Abuja, and watches his client lose his annual income at the roulette table. But as he moved up the ranks, he felt worse and worse about the sleaziness of it all—until Elwood receives a shocking wake-up call from the FBI. This risky game nearly cost Elwood his life and his freedom. Seeing the light, Elwood decides to change his ways, and his clients, and to tell the full truth about who is the worst human.
Allow Me to Introduce Myself
by Onyi Nwabineli'Dark, entertaining and addictive' Stylist, 'Best Books of May' 'Clever and perceptive' Daily Mail A Grazia 'Hot New Novel' pick' HER LIFE. HER RULES. FINALLY. A page-turning novel about the dark side of social media, perfect for fans of The List or How to Kill Your Family.Anuri Chinasa has had enough. She was the unwilling star of her stepmother&’s social media empire before 'mumfluencers' were even a thing. For years, Ophelia documented every birthday, every skinned knee, every milestone and meltdown for millions of strangers to fawn over and pick apart.Now twenty-five years old, Anuri is desperate to escape her public past and start living on her own terms. But so far, it&’s not going well. She can barely walk down the street without being recognised, her PhD application is still unfinished and her drinking problem is getting worse. She wants her stepmother out of her life, but Ophelia has made it very clear she won&’t let go without a fight. But when Ophelia starts pushing Anuri's five-year-old sister, Noelle, down a similar path, she reaches breaking point. Anuri won't watch history repeat itself. Allow Me to Introduce Myself is a darkly funny, heartfelt satire about the dangers of social media and the deceptive allure of the picture-perfect existence. 'Nwabineli is one to watch' Red Magazine
Alteryx Designer: Simplify And Automate Your Analytics
by Joshua BurkhowAnalytics projects are frequently long, drawn-out affairs, requiring multiple teams and skills to clean, join, and eventually turn data into analysis for timely decision-making. Alteryx Designer changes all of that. With this low-code, self-service, drag-and-drop workflow platform, new and experienced data and business analysts can deliver results in hours instead of weeks.This practical book shows you how to master all areas of Alteryx Designer quickly. Author and Alteryx ACE Joshua Burkhow starts with the basics of building a workflow, then introduces more than 200 tools for working with intermediate and advanced analytics functionality. With Alteryx Designer's all-in-one toolkit, you'll migrate from legacy analytics software or Excel with ease.Ready to work with data quickly and efficiently? This guide gets you started.Learn the fundamentals of cleaning, prepping, and analyzing data with Alteryx DesignerInstall, navigate, and quickly become competent with the Alteryx Designer layout and functionalityConstruct accurate, performant, reliable, and well-documented workflows that automate business processesLearn intermediate techniques using spatial analytics, reporting, and in-database toolsDive into advanced Alteryx capabilities, including predictive and machine learning toolsGet introduced to the entire Alteryx Analytic Process Automation (APA) Platform
The Amazon Incubator: Grow Your Business or Hatch a New One
by Lesley HensellThe real story about how to be a successful seller on Amazon, from a leading consultant. Amazon is the most powerful business incubator in the history of the world. Unfortunately, where there is great opportunity, get-rich-quick schemes abound. Most available books about selling on Amazon peddle a dream that is unattainable for sellers. They promise riches at the cost of only five hours a week, or a long-term income for an initial investment of just $1,000.The Amazon Incubator is different. This book instead offers realistic, sustainable strategies for building a long-term, profitable business on Amazon. Whether sellers are burgeoning entrepreneurs or own the ecommerce channel at an established brand, they will benefit from the strategic thinking and in-depth Amazon know-how delivered in an easily digestible format. The reader will be guided through exercises to define their goals, determine their product set, and execute like a champ. The Amazon Incubator is written in short, easy-to-digest chapters that include case studies and real-world examples of Amazon seller success and failure. Readers will better identify with and understand the information when case studies are included. In addition, each chapter includes a brief summary at the end, as well as suggested action steps, so it can easily be used as a tool for the reader to share with teammates and business associates.
Amazon Redshift: The Definitive Guide
by Rajesh Francis Rajiv Gupta Milind OkeAmazon Redshift powers analytic cloud data warehouses worldwide, from startups to some of the largest enterprise data warehouses available today. This practical guide thoroughly examines this managed service and demonstrates how you can use it to extract value from your data immediately, rather than go through the heavy lifting required to run a typical data warehouse.Analytic specialists Rajesh Francis, Rajiv Gupta, and Milind Oke detail Amazon Redshift's underlying mechanisms and options to help you explore out-of-the box automation. Whether you're a data engineer who wants to learn the art of the possible or a DBA looking to take advantage of machine learning-based auto-tuning, this book helps you get the most value from Amazon Redshift.By understanding Amazon Redshift features, you'll achieve excellent analytic performance at the best price, with the least effort. This book helps you:Build a cloud data strategy around Amazon Redshift as foundational data warehouseGet started with Amazon Redshift with simple-to-use data models and design best practicesUnderstand how and when to use Redshift Serverless and Redshift provisioned clustersTake advantage of auto-tuning options inherent in Amazon Redshift and understand manual tuning optionsTransform your data platform for predictive analytics using Redshift ML and break silos using data sharingLearn best practices for security, monitoring, resilience, and disaster recoveryLeverage Amazon Redshift integration with other AWS services to unlock additional value