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標題: Titlebook: Why AI/Data Science Projects Fail; How to Avoid Project Joyce Weiner Book 2021 Springer Nature Switzerland AG 2021 [打印本頁]

作者: burgeon    時間: 2025-3-21 16:30
書目名稱Why AI/Data Science Projects Fail影響因子(影響力)




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書目名稱Why AI/Data Science Projects Fail讀者反饋學科排名





作者: Phonophobia    時間: 2025-3-21 20:40
Joyce Weinerggested to replace individual marking and oxy-acetylene cutting were replaced by means of hydraulic press. The required suitable tool was selected from the available option based on design calculation. The project was executed based on methodology that involves the following stages configuration des
作者: 圓桶    時間: 2025-3-22 02:02

作者: ANIM    時間: 2025-3-22 08:16
Joyce Weinerexample, Catherine imagines that ‘every Linton on the face of the earth might melt into nothing’ (p. 81). This time the insignificance of the Lintons (the . side of the comparison) is compared to a vision of them as they ‘melt into nothing’ (the . side); but none of the words tell us that it feels ‘
作者: MEAN    時間: 2025-3-22 11:15
that the lack of reciprocity there was the key to why its reorganizations had failed (Section 1.2). Section 1.3 focuses on the use of metaphors to describe organizations, in particular the metaphor of neglectful parenting. Section 1.4 provides an overview of the structure of this book.
作者: 妨礙    時間: 2025-3-22 14:01

作者: enfeeble    時間: 2025-3-22 17:45

作者: anaerobic    時間: 2025-3-22 22:27

作者: 我要威脅    時間: 2025-3-23 03:20

作者: UNT    時間: 2025-3-23 08:55
always have the desired effect. After searching in vain for an explanation in the change management literature, I happened upon knowledge from a different domain. I discovered that the terminology of developmental psychology described the phenomena I encountered in my consultancy practice. I applie
作者: 狼群    時間: 2025-3-23 12:00
978-3-031-00557-2Springer Nature Switzerland AG 2021
作者: 裂口    時間: 2025-3-23 14:31
Why AI/Data Science Projects Fail978-3-031-01685-1Series ISSN 2766-8975 Series E-ISSN 2766-8967
作者: TSH582    時間: 2025-3-23 20:12
Synthesis Lectures on Computation and Analyticshttp://image.papertrans.cn/w/image/1028106.jpg
作者: Enteropathic    時間: 2025-3-23 23:06
Introduction and Background,jects failed. Looking into it, I learned that in this case, failure was defined as “not being deployed.” So, starting a project that didn’t make it to production was the definition of the project failing. I was surprised by the number. 85% is a large percentage.
作者: 吝嗇性    時間: 2025-3-24 04:00
,,get resources and funding. It helps to answer management’s question of “what do I get?” Knowing the expected deliverables for a project helps in getting support. It also helps with defining when you are done with a project.
作者: breadth    時間: 2025-3-24 08:59

作者: 外露    時間: 2025-3-24 11:08
Project Phases and Common Project Pitfalls,Let’s take a more in-depth look into the reasons for projects not to get to production. While there are many reasons, and clearly this must be true because 87% of projects don’t make it, I’ll cover 5 reasons that are systematic in nature. These reasons are:
作者: 思想    時間: 2025-3-24 16:48

作者: 準則    時間: 2025-3-24 21:34
Model-Building Phase,Two of the project pitfalls relate directly to the model building phase of a data science project: couldn’t explain the model, and the model was too complex. The tools to address these pitfalls are to keep things simple and leverage explainability.
作者: Libido    時間: 2025-3-25 00:02
Summary of the Five Methods to Avoid Common Pitfalls,The current statistic is that 87% of AI/big data projects fail. In this context, failing means that the project never reaches deployment. By applying 5 methods to avoid common pitfalls, you can give your project a better opportunity to beat the odds and be one of the 13% that make it to production. The five pitfalls are:
作者: 注意    時間: 2025-3-25 06:18

作者: Gnrh670    時間: 2025-3-25 10:22
Interpret and Communicate Phase,get to deployment? Depending on the project type, the end deliverable might be a presentation in a meeting. For the purposes of this book, I’ll consider deployment to be successful delivery of the final product of the project whether that is a model or communication of the results of an analysis.
作者: 小臼    時間: 2025-3-25 11:41

作者: 硬化    時間: 2025-3-25 17:54
Acquisition and Exploration of Data Phase,ou know what data are required, you also have information on how often the data are needed, and what level of quality is desired. In the ideal case, the data you want to use are automatically collected and stored in a database which you can easily access. Unfortunately, this is not always the situation.
作者: 致詞    時間: 2025-3-25 23:15

作者: Pedagogy    時間: 2025-3-26 00:24

作者: Phonophobia    時間: 2025-3-26 07:50
Define Phase,ly, it is important to do this up-front work because it prevents future problems that can cause your project to fail. Work done in this step ensures you have alignment with both management and the end customer, and that the scope of the project is defined. This protects against scope creep and havin
作者: arthrodesis    時間: 2025-3-26 10:04

作者: Melatonin    時間: 2025-3-26 13:41

作者: 傳染    時間: 2025-3-26 18:47

作者: 卵石    時間: 2025-3-27 00:35
Deployment Phase,et some data and explore it and do some model building. The trouble is that then, you are started down a path without fully thinking it through. Taking the time at the beginning of the project to think about deployment gives your project an edge and can help you beat the odds and be one of the 13% o
作者: fluoroscopy    時間: 2025-3-27 04:28
Book 2021 never deployed. This book addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid those pitfalls. Along the way, stories from actual experience in building and deploying data science projects are shared to illustrate the methods and tool
作者: 滴注    時間: 2025-3-27 06:54
2766-8975 ojects are never deployed. This book addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid those pitfalls. Along the way, stories from actual experience in building and deploying data science projects are shared to illustrate the method
作者: 條約    時間: 2025-3-27 11:28
Anesthetic Management in Robotic Hybrid Coronary Artery Bypass Surgery anastomosis to left anterior descending (LAD) artery while permitting concomitant percutaneous coronary intervention to non-LAD lesions during a single anesthesthetic. Unique anesthetic considerations include intraoperative management of hemodynamic changes predicted in robotic-assisted CABG caused
作者: 吹氣    時間: 2025-3-27 15:13
An Improved Artificial Immune System Model for Link Prediction,k have been achieved. Targeted at on-line microblogs, this paper first build user’s dynamic emotional indices and network topological structure features based on time series of user’s contents and network topological information. Then, we improve artificial immune system and deploy it to predict the
作者: 讓你明白    時間: 2025-3-27 19:13
Neutron Transmutation Doping (NTD) of Siliconlling mills and for high-power DC transmissions, large-sized silicon crystals having an extremely tight phosphorus background doping corresponding to about 40 Ω cm or higher are required. The exact level of the phosphorus concentration and its homogeneous distribution are decisively responsible for
作者: 進步    時間: 2025-3-27 22:05
?Vor der IT kommt der Wissenstr?ger“ – Erfahrungen im Wissensmanagement bei der Fraunhofer-Gesellschunkt der Ma?nahme steht? Unserer Erfahrung nach wird dies gerne und immer wieder vorgebracht, doch bleibt der Beweis meist offen, dass dies wirklich der Fall ist. Eher ist es die Regel als die Ausnahme, dass aufwendige Konzepte und Tools zum idealen Informations- und Wissensfluss entwickelt und impl
作者: Proclaim    時間: 2025-3-28 02:55

作者: 吊胃口    時間: 2025-3-28 07:37
A Dutch component for a multilingual systemic text generation system,resources would occur early in the systemic classification and that sharing would therefore be minimal, this is not the case. The functional organization of the systemic network does appear to offer considerable re-use of resources.
作者: 作繭自縛    時間: 2025-3-28 10:46
Quasi-regular and Chaotic Dynamics of Postural Sway in Human, pressure coordinates are subjected to periodic oscillations, which are not in phase for different frequencies. The quasi-regular behavior is proper to the young healthy volunteers, while most of the patients with combined spine and joint impairments demonstrate the chaotic dynamics of the body sway.
作者: 不能和解    時間: 2025-3-28 15:53
Michael Wetzel and unequal gender relations as key to ending forced marriage. Prevention initiatives need to be undertaken at multiple levels: both at state-level and community levels to ensure that the messages relating to the harms of early and forced marriage are clearly conveyed in accessible and meaningful w
作者: athlete’s-foot    時間: 2025-3-28 21:58
Mauro Bologna,Abanoub Mikhael,Ilaria Bologna,Joseph H. Banoubt we may still work with the stationary wave functions. The electron continues to be in a stationary state until it comes close to an imperfection. As it interacts with the imperfection, the deviation from the periodic potential affects the wave function and when the interaction is complete the elec
作者: 低三下四之人    時間: 2025-3-28 23:08

作者: 消毒    時間: 2025-3-29 03:20
High Performance Computing in Science and Engineering ′15Transactions of the
作者: Statins    時間: 2025-3-29 09:37
Periodic solutions,The concept of a periodic solution of a differential equation was introduced in section 2.3. We have shown that in the case of an autonomous equation the periodic solutions correspond with closed orbits in phase-space.
作者: neologism    時間: 2025-3-29 11:55
Protein Structure Prediction, each of these molecules has itsrole, there is something special about proteins, as they are the lead performers of cellular functions.This was dramatized by Jacques Monod, who stated that “.,” i.e., that it is at this level of organization that lies the secret of life, if there is one [1]. To under




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