Agile AI

• Verfasst von: Appugliese, Carlo [VerfasserIn]
• Verfasst von: Nathan, Paco [VerfasserIn]
• Verfasst von: Roberts, William [VerfasserIn]
• Titel: Agile AI
• Institutionen: Safari, an O’Reilly Media Company.
• Verf.angabe: Appugliese, Carlo
• Ausgabe: 1st edition
• Verlagsort: [Erscheinungsort nicht ermittelbar]
• Verlag: O'Reilly Media, Inc.
• Jahr: 2020
• Umfang: 1 online resource (51 pages)
• Fussnoten: Online resource; Title from title page (viewed April 25, 2020)
• ComputerInfo: Mode of access: World Wide Web.
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Electronic books ; local
• K10plus-PPN: 1694872807
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m3624865676
• Lokale URL Inst.: Zum Volltext

Abstract

As more companies work to adopt AI for business processes, project costs and failure rates are on the rise. Why? No standard practice exists for implementing AI in business applications, and many organizations don’t have the skills, processes, and tools to mitigate risk. With this practical report, industry experts Carlo Appugliese, Paco Nathan, and William S. Roberts teach you Agile AI to help you innovate, reduce required investments, and decrease failure risk. Written for technical leaders as well as tech-savvy business cohorts with an understanding of analytics, software engineering, and data science, this report from IBM is useful for anyone interested in an Agile approach to AI and machine learning at the enterprise level. You’ll quickly learn how to choose the approach that works best for your company. Fundamentals: Explore data science and AI tools, including the trends in and risks of machine learning AI skills: Examine core skills in data science, as well as effective practices for building a data science team and nurturing a supportive culture Agile approach: Focus on the right team mind-set of flexibility, the right set of tools, and the right set of team skills