Evifa-Portal

1

Online Resource

Practical MLOps (2021)

Gift, Noah [VerfasserIn] ; Deza, Alfredo [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari

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Language: English

Pages: 1 online resource (54 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine learning models. Current and aspiring machine learning engineers--or anyone familiar with data science and Python--will build a foundation in MLOps tools and methods (along with AutoML and monitoring and logging), then learn how to implement them in AWS, Microsoft Azure, and Google Cloud. The faster you deliver a machine learning system that works, the faster you can focus on the business problems you're trying to crack. This book gives you a head start. You'll discover how to: Apply DevOps best practices to machine learning Build production machine learning systems and maintain them Monitor, instrument, load-test, and operationalize machine learning systems Choose the correct MLOps tools for a given machine learning task Run machine learning models on a variety of platforms and devices, including mobile phones and specialized hardware

Note: Online resource; Title from title page (viewed November 25, 2021) , Mode of access: World Wide Web.

URL: lizenzpflichtig

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2

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Python Command Line Tools (2020)

Deza, Alfredo [VerfasserIn] ; Gift, Noah [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari

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Language: English

Pages: 1 online resource (117 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: This book will teach you to master the ultimate UI, the command-line, using the powerful Click Framework in Python.

Note: Online resource; Title from title page (viewed May 27, 2020) , Mode of access: World Wide Web.

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3

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Fundamentals of Software Architecture (2020)

Richards, Mark [VerfasserIn] ; Ford, Neal [MitwirkendeR]

[Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari

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ISBN: 9781492043423 , 1492043427 , 9781492043409 , 1492043400

Language: English

Pages: 1 online resource (500 pages)

Edition: 1st edition

Parallel Title: Erscheint auch als

DDC: 005.12

Keywords: Software architecture ; Software architecture Vocational guidance ; Electronic books ; local ; Architecture logicielle ; Architecture logicielle ; Orientation professionnelle ; Software architecture

Abstract: Although salary surveys worldwide regularly identify software architect as one of the top ten best jobs, no decent guides exist to help developers become architects. Until now. This practical guide provides the first comprehensive overview of software architecture’s many aspects. You’ll examine architectural characteristics, architectural patterns, component determination, diagramming and presenting architecture, evolutionary architecture, and many other topics. Authors Neal Ford and Mark Richards help you learn through examples in a variety of popular programming languages, such as Java, C#, JavaScript, and others. You’ll focus on architecture principles with examples that apply across all technology stacks.

Note: Online resource; Title from title page (viewed February 25, 2020)

URL: lizenzpflichtig

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4

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Minimal Python (2020)

Gift, Noah [VerfasserIn] ; Deza, Alfredo [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Pragmatic AI Solutions | Boston, MA : Safari

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Language: English

Pages: 1 online resource (168 pages)

Edition: 1st edition

DDC: 005.26/2

Keywords: Electronic books ; local

Abstract: If you are reading this book you may be interested in programming for the first time. Maybe it isn't your first time trying to learn to program either? This book is very different than other books that claim to teach you programming. It eliminates a large part of Python that you simply don't need. Even books that have "learn" in the title introduce readers to hopelessly complex topics like object-oriented programming or concurrency. It turns out YAGNI (You Ain't Gonna Need It). Why teach students topics they won't use either ever, or not for a few years? Don't worry if you failed before, you may have read a book written by an expert for an expert. Let's fix that and teach you just what you need to get started in a career in Data Science, Data Engineering, Software Engineering, or Cloud Computing.

Note: Online resource; Title from title page (viewed April 20, 2020) , Mode of access: World Wide Web.

URL: lizenzpflichtig

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5

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Python for DevOps (2020)

Gift, Noah [VerfasserIn] ; Behrman, Kennedy [MitwirkendeR] ; Deza, Alfredo [MitwirkendeR] ; [et al.]

[Erscheinungsort nicht ermittelbar] : O'Reilly Media, Inc. | Boston, MA : Safari

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Language: English

Pages: 1 online resource (451 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: Much has changed in technology over the past decade. Data is hot, the cloud is ubiquitous, and many organizations need some form of automation. Throughout all these transformations, Python has become one of the most popular languages in the world. This practical guide shows you how to use Python for everyday Linux systems administration tasks with today’s most useful DevOps tools, including Docker, Kubernetes, and Terraform. Learning how to interact and automate with Linux is an essential skill for millions of professionals. Python makes it much easier. With this book, you’ll learn how to develop software and solve problems using containers, as well as how to monitor, instrument, load-test, and operationalize your software. If you’re looking for effective ways to "get stuff done" in Python, this is your guide. Automate several tasks using Python Work more efficiently by using a smaller subset of the language Use continuous integration systems to increase software quality Mix shell and Python commands to solve problems

Note: Online resource; Title from title page (viewed January 3, 2020)

URL: lizenzpflichtig

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6

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Handbuch moderner Softwarearchitektur (2020)

Richards, Mark [VerfasserIn] ; Ford, Neal [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : dpunkt | Boston, MA : Safari

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Language: English , German

Pages: 1 online resource (432 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: Mark Richards und Neal Ford — Praktiker mit Erfahrung aus erster Hand, die seit Jahren das Thema Softwarearchitektur unterrichten —, betrachten Softwarearchitektur vor dem Hintergrund der Entwicklungen, Innovationen und Herausforderungen des letzten Jahrzehnts. Sie konzentrieren sich auf Architekturprinzipien, die für alle Technologie-Stacks gelten. Angehende und erfahrene Architekten finden in diesem Buch umfassende Informationen zu architektonischen Merkmalen und Architekturstilen, zur Bestimmung von Komponenten, zur Diagrammerstellung und Präsentation, zu evolutionärer Architektur und vielen weiteren Themen. Die Autoren verstehen Softwarearchitektur als Engineering-Disziplin: mit wiederhol- und messbaren Ergebnissen und konkreten Kennzahlen für stabile Softwarearchitekturen.

Note: Online resource; Title from title page (viewed December 12, 2020) , Mode of access: World Wide Web.

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7

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演进式架构 (2019)

Ford, Neal [VerfasserIn] ; Parsons, Rebecca [VerfasserIn] ; Kua, Patrick [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Posts & Telecom Press | Boston, MA : Safari

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ISBN: 9787115516176

Language: English , Chinese

Pages: 1 online resource (156 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: 企业架构师不能再依赖静态计划了。软件开发体系在持续变化，新的工具、框架、技术和范式不断涌现。这给脆弱的系统带来了挑战，但也提供了更好的解决方案。近年来，核心软件工程实践中的快速变化让我们重新思考如何更改架构，使其与时俱进。本书结合相关实践，给出了让架构适应变化的新思路。构建演进式架构主要涉及3个方面：适用度函数、增量变更和适当的耦合。ThoughtWorks的3位专家各讲一个方面，然后综述如何构建支持持续变更的架构。适应度函数：架构呈现或前进的目标增量变更：在开发和运维中实现渐进改变架构耦合：确定适当的架构耦合以支持无瑕变更演进式数据：随时间推移按要求和架构转变演进数据库构建可演进的架构：结合以上各方面构建演进式架构实践演进式架构：助你起步的实践指南

Note: Online resource; Title from title page (viewed August 1, 2019) , Mode of access: World Wide Web.

URL: lizenzpflichtig

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8

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Architektura ewolucyjna (2018)

Ford, Neal [VerfasserIn] ; Parsons, Rebecca [VerfasserIn] ; Kua, Patrick [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Helion | Boston, MA : Safari

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Language: English , Polish

Pages: 1 online resource (232 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: Przez długi czas uważano, że architektura oprogramowania powinna powstać przed rozpoczęciem pisania kodu i pozostać niezmieniona aż do zakończenia projektu. Pojawienie się zwinnych metod tworzenia oprogramowania spowodowało, że taką koncepcję zaczęto podawać w wątpliwość. Niektórzy nawet kwestionowali potrzebę tworzenia architektury, gdyż utrudniała reakcję na zmiany wymagań. Istnieje jednak inne podejście do architektury, zgodnie z którym jest ona ściśle powiązana z fazą programowania i dynamicznie odpowiada na zmiany pojawiające się podczas tworzenia kodu. W ten sposób architektura ewolucyjna, pomimo nieprzewidywalności zmian, zapewnia rozwój projektu we właściwym kierunku. Dzięki tej książce architekci oprogramowania zapoznają się z nowym podejściem do powiązań architektury z czasem. Przekonają się też, że tworzenie architektury ewolucyjnej sprowadza się do trzech głównych zagadnień: funkcji dopasowania, zmian przyrostowych i prawidłowego sprzęgania. W tej książce uwzględniono analizę każdego z tych aspektów, ukazano też mechanizm budowania architektury wspierającej ciągłe zmiany. Szczegółowo wyjaśniono zasady wprowadzania pętli informacji zwrotnej pozwalających całemu zespołowi na spójne rozwijanie systemu w zgodzie z zasadą ciągłego dostarczania. Pokazano metody monitorowania stanu architektury. Sporo uwagi poświęcono problemom danych długowiecznych - jest to często pomijane zagadnienie. W tej książce: Funkcje dopasowania w architekturze Zmiany przyrostowe wprowadzane za pomocą projektowania i operacji Sprzężenie architektury i wprowadzanie zmian bez utraty stabilności systemu Dane ewolucyjne oraz zmiany wymogów i architektury w miarę upływu czasu Budowanie architektur ewolucyjnych Praktyczne wdrażanie architektury ewolucyjnej w korporacji Architektura korporacyjna: wysoka sztuka projektowania!

Note: Online resource; Title from title page (viewed November 6, 2018) , Mode of access: World Wide Web.

URL: lizenzpflichtig

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9

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進化的アーキテクチャ ―絶え間ない変化を支える (2018)

Ford, Neal [VerfasserIn] ; Parsons, Rebecca [VerfasserIn] ; Kua, Patrick [VerfasserIn] ; [et al.]

[Erscheinungsort nicht ermittelbar] : O'Reilly Japan, Inc. | Boston, MA : Safari

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ISBN: 9784873118567

Language: English , Japanese

Pages: 1 online resource (240 pages)

Edition: 1st edition

Keywords: Electronic books ; local

Abstract: 現代におけるエンタープライズアーキテクチャは、もはや静的な計画をあてにすることはできなくなっています。そしてソフトウェア開発エコシステムは、ツールやフレームワーク、技術イノベーションの流れと共に絶え間なく変化しています。こうした状況の中で、いったん構築したシステムを成長させていくには、さまざまな変化に適応しながら進化するアーキテクチャをシステムに組み込む必要があります。本書は、そうしたアーキテクチャを「進化的アーキテクチャ」と名付け、その構築に必要な考え方や技術、実践方法などについて解説するものです。

Note: Online resource; Title from title page (viewed August 17, 2018) , Mode of access: World Wide Web.

URL: lizenzpflichtig

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10

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Leadership in Action: Coolness Under Fire: A Conversation with James Cavanaugh (2010)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: In 2003, Leadership in Action editor Stephen Rush conducted a phone interview with Cavanaugh, who was in his office in Nashville.

Note: Online resource; Title from title page (viewed April 1, 2010)

URL: https://learning.oreilly.com/library/view/-/9781604911954/?ar

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11

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Leadership in Action: Keeping the Keepers: A Conversation with Beverly Kaye (2010)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: LiA editor Stephen Rush interviewed Kaye in 2002. In light of the business environment in 2010, her comments are as relevant today as they were in 2002.

Note: Online resource; Title from title page (viewed February 1, 2010)

URL: https://learning.oreilly.com/library/view/-/9781604911909/?ar

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12

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Leadership in Action: In the Danger Zone: A Conversation with Colonel Thomas A. Kolditz (2009)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Leadership in Action managing editor Stephen Rush recently spoke with Kolditz about a range of leadership topics, including in extremis leadership and how leaders in any field can learn from it.

Note: Online resource; Title from title page (viewed April 1, 2009)

URL: https://learning.oreilly.com/library/view/-/9781604912067/?ar

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13

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Leadership in Action : Face to Face—Sense and Sensibility—A Conversation with Ong Keng Yong (2007)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (2 pages)

Keywords: Electronic books ; local

Abstract: Jeffrey Yip, a research associate at CCL-Asia in Singapore, and Christopher Ernst, research director for global leadership at CCL-Asia, recently spoke with Ong about his leadership experiences as secretary general of ASEAN and his perspectives on the role of ASEAN in the world.

Note: Online resource; Title from title page (viewed August 1, 2007)

URL: https://learning.oreilly.com/library/view/-/9781604912722/?ar

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14

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Leadership in Action : Face to Face—New and Improved—A Conversation with Peter Engstrom (2007)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Engstrom recently spoke with Sarah Glover, a research analyst at CCL, about issues related to innovation.

Note: Online resource; Title from title page (viewed June 1, 2007)

URL: https://learning.oreilly.com/library/view/-/9781604912654/?ar

URL: https://learning.oreilly.com/library/view/-/9781604912807/?ar

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15

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Leadership in Action : Face to Face - Going Global - A Conversation with Muna Odeh (2006)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (3 pages)

Keywords: Electronic books ; local

Abstract: Odeh recently spoke about youth leadership issues with Kelly Hannum, an enterprise associate and project manager with CCL's Global Leadership and Diversity research group and its Design and Evaluation Center.

Note: Online resource; Title from title page (viewed August 1, 2006)

URL: https://learning.oreilly.com/library/view/-/9781604912944/?ar

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Leadership in Action : Face to Face - Bridging the Divide - A Conversation with Tsun-Yan Hsieh (2006)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Tsun-Yan Hsieh recently spoke with Leadership in Action contributing editor Joyce Jenkins about leadership issues in Asia.

Note: Online resource; Title from title page (viewed December 1, 2006)

URL: https://learning.oreilly.com/library/view/-/9781604913040/?ar

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Leadership in Action : Face to Face - Leading Across Boundaries - A Conversation with Patrick Burns (2005)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (2 pages)

Keywords: Electronic books ; local

Abstract: Joyce Jenkins recently spoke with Burns to get his perspective on the types of leadership practices that are effective in bridging cultural boundaries in diverse and multicultural Asian work contexts.

Note: Online resource; Title from title page (viewed December 1, 2005)

URL: https://learning.oreilly.com/library/view/-/9781604913330/?ar

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Leadership in Action : Face to Face - Valuing Evaluation - A Conversation with Laura C. Leviton (2005)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (3 pages)

Keywords: Electronic books ; local

Abstract: Leviton holds a Ph.D. degree in social psychology from the University of Kansas and has completed postdoctoral training in evaluation research at Northwestern University. She recently spoke with Kelly Hannum, an enterprise associate and project manager with CCL's Global Leadership and Diversity research group.

Note: Online resource; Title from title page (viewed August 1, 2005)

URL: https://learning.oreilly.com/library/view/-/9781604913224/?ar

URL: https://learning.oreilly.com/library/view/-/9781604913187/?ar

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Leadership in Action : Face to Face - Learning from Evaluation - A Conversation with Hallie Preskill (2004)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Hallie Preskill is a prominent figure in evaluation. A professor in the Organizational Learning and Instructional Technologies graduate program at the University of New Mexico, Albuquerque, She recently spoke with CCL's Jannifer Martineau

Note: Online resource; Title from title page (viewed February 1, 2004)

URL: https://learning.oreilly.com/library/view/-/9781604913378/?ar

URL: https://learning.oreilly.com/library/view/-/9781604913477/?ar

URL: https://learning.oreilly.com/library/view/-/9781604913569/?ar

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20

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Leadership in Action : Face to Face - Riding the Rapids - A Conversation with Peter Vaill (2003)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (5 pages)

Keywords: Electronic books ; local

Abstract: One of the world's leading organization development specialists, Peter Vaill is known for his innovative approaches to managerial leadership and organizational behavior

Note: Online resource; Title from title page (viewed February 1, 2003)

URL: https://learning.oreilly.com/library/view/-/9781604913637/?ar

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Leadership in Action : Face to Face - The New Learning - A Conversation with Frank P. Bordonaro (2003)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Frank P. Bordonaro is a consultant in corporate learning, based in Wilton, Connecticut. His areas of specialty include strategies for and design of corporate learning organizations, large-scale organizational change initiatives, blended learning strategies (combining traditional education and training such as workshops and seminars with distance learning that uses technology), executive assessment and development, and performance management systems.

Note: Online resource; Title from title page (viewed August 1, 2003)

URL: https://learning.oreilly.com/library/view/-/9781604913774/?ar

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Leadership in Action : Face to Face - Unconventional Wisdom - A Conversation with Henry Mintzberg (2003)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (3 pages)

Keywords: Electronic books ; local

Abstract: Mintzberg has established a reputation as an iconoclast who challenges the corporate orthodoxy of strategic planning as abstract, prescriptive analysis. Mintzberg instead views strategy as a creative, fluid, and emergent process that should be rooted in the real work of companies and their leaders.

Note: Online resource; Title from title page (viewed October 1, 2003)

URL: https://learning.oreilly.com/library/view/-/9781604913811/?ar

URL: https://learning.oreilly.com/library/view/-/9781604913729/?ar

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Leadership in Action : Face to Face - Presence of Mind - A Conversation with Tony Buzan (2002)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Tony Buzan is a leading authority on the brain and techniques of thinking and learning. More than forty years ago he developed Mind Maps®, a powerful graphical and visualization tool designed to unlock the brain's potential.

Note: Online resource; Title from title page (viewed August 1, 2002)

URL: https://learning.oreilly.com/library/view/-/9781604914092/?ar

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Leadership in Action : Face to Face - Telling the Untold Story - A Conversation with Stella M. Nkomo (2002)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (3 pages)

Keywords: Electronic books ; local

Abstract: Managing editor Stephen Rush recently talked with Nkomo about her latest work and what it means for leaders. Here are some excerpts from the interview.

Note: Online resource; Title from title page (viewed April 1, 2002)

URL: https://learning.oreilly.com/library/view/-/9781604913989/?ar

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Leadership in Action : Redefining Accountability - A Talk with Peter Block (2001)

Rush, Stephen [VerfasserIn]

[Erscheinungsort nicht ermittelbar] : Center for Creative Leadership | Boston, MA : Safari

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Language: English

Pages: 1 online resource (4 pages)

Keywords: Electronic books ; local

Abstract: Author, consultant, and speaker Peter Block believes that to become truly service driven, organizations must move beyond efforts that produce only cosmetic change and instead must create accountability at all levels by placing control close to the core work.

Note: Online resource; Title from title page (viewed February 1, 2001)

URL: https://learning.oreilly.com/library/view/-/9781604914238/?ar

URL: https://learning.oreilly.com/library/view/-/9781604914306/?ar

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