Boosting Software Development Using Machine Learning

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Boosting Software Development Using Machine Learning

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Author : Tirimula Rao Benala
language : en
Publisher: Springer Nature
Release Date : 2025-05-23

Boosting Software Development Using Machine Learning written by Tirimula Rao Benala and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-23 with Computers categories.

This book explores the transformative effects of AI and ML on software engineering. It emphasizes the potential of cutting-edge software development technologies such as Generative AI and ML applications. This book incorporates data-driven strategies across the entire software development life cycle, from requirements elicitation and design to coding, testing, and deployment. It illustrates the evolution from traditional frameworks to agile and DevOps methodologies. The potential of Generative AI for automating repetitive tasks and enhancing code quality is highlighted, along with ML applications in optimizing testing, effort estimation, design pattern recognition, fault prediction, debugging, and security through anomaly detection. These techniques have significantly improved software development efficiency, predictability, and project management effectiveness. While remarkable progress has been made, much remains to be done in this evolving area. This edited book is a timely effort toward advancing the field and promoting interdisciplinary collaboration in addressing ethical, security, and technical challenges.

Advanced Materials And Information Technology Processing

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Author : Jun Qiao Xiong
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2011-07-04

Advanced Materials And Information Technology Processing written by Jun Qiao Xiong and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-04 with Technology & Engineering categories.

Selected, peer reviewed papers from the 2011 International Conference on Advanced Materials and Information Technology Processing (AMITP 2011)

Cnc Programming Using Fanuc Custom Macro B

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Author : S. K Sinha
language : en
Publisher: McGraw Hill Professional
Release Date : 2010-06-22

Cnc Programming Using Fanuc Custom Macro B written by S. K Sinha and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-06-22 with Technology & Engineering categories.

Master CNC macro programming CNC Programming Using Fanuc Custom Macro B shows you how to implement powerful, advanced CNC macro programming techniques that result in unparalleled accuracy, flexible automation, and enhanced productivity. Step-by-step instructions begin with basic principles and gradually proceed in complexity. Specific descriptions and programming examples follow Fanuc's Custom Macro B language with reference to Fanuc 0i series controls. By the end of the book, you will be able to develop highly efficient programs that exploit the full potential of CNC machines. COVERAGE INCLUDES: Variables and expressions Types of variables--local, global, macro, and system variables Macro functions, including trigonometric, rounding, logical, and conversion functions Branches and loops Subprograms Macro call Complex motion generation Parametric programming Custom canned cycles Probing Communication with external devices Programmable data entry

Ibm Journal Of Research And Development

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Author :
language : en
Publisher:
Release Date : 2003

Ibm Journal Of Research And Development written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Computers categories.

Proceedings

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Author : American Association for Artificial Intelligence
language : en
Publisher: Menlo Park, Calif. : AAAI Press ; MIT Press
Release Date : 2002

Proceedings written by American Association for Artificial Intelligence and has been published by Menlo Park, Calif. : AAAI Press ; MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Artificial intelligence categories.

Ai Integration In Software Development And Operations

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Author : Abhinav Krishna Kaiser
language : en
Publisher: Springer Nature
Release Date : 2024-12-20

Ai Integration In Software Development And Operations written by Abhinav Krishna Kaiser and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-20 with Computers categories.

Discover how Artificial Intelligence (AI) is transforming the fields of software development, testing, and IT operations by enhancing efficiency, reducing human error, and accelerating processes. This book showcases the practical applications of AI-driven tools, such as automating coding, testing, and operational tasks, predicting potential issues, and optimizing performance. Aimed at digital leaders, practitioners, and customers, this book provides strategic insights and actionable guidance on how to integrate AI technologies to boost productivity, enhance product quality, and streamline development cycles. It serves as a comprehensive guide for those looking to leverage AI to drive innovation, cut costs, and stay competitive in an ever-evolving technological landscape. You’ll explore how AI can be integrated into software development, testing, and IT operations to improve efficiency, accuracy, and speed. Through real-world use cases, you’ll see how AI-driven tools can automate tasks, reduce human error, and improve processes across the development lifecycle. AI Integration in Software Development and Operations offers actionable insights on using AI to accelerate innovation, enhance product quality, and optimize costs in your modern software and IT environments. What You Will Learn Review the SDLC lifecycle, DevOps, SRE and accompanying topics Understand machine learning basics, AI techniques, and data preprocessing for DevOps Explore how AI integration into all phases of SDLC boosts productivity, increases effectiveness, and reduces human error Gain a familiarity with AI tools, their use cases, and the value in integrating them Who This Book is For Software engineers, developers, programmers, DevOps engineers, and AI practitioners who are interested in integrating AI into their DevOps practices.

Proceedings

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Author :
language : en
Publisher:
Release Date : 2005

Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Artificial intelligence categories.

Proceedings 32nd International Symposium On Remote Sensing Of Environment

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Author :
language : en
Publisher:
Release Date : 2007

Proceedings 32nd International Symposium On Remote Sensing Of Environment written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Environmental engineering categories.

Dissertation Abstracts International

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Author :
language : en
Publisher:
Release Date : 2008

Dissertation Abstracts International written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Dissertations, Academic categories.

Can India Win The Electronics Revolution And The Questions Related To India S Strategic Strengths And Security

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Author : V. Isvarmurti
language : en
Publisher:
Release Date : 1994

Can India Win The Electronics Revolution And The Questions Related To India S Strategic Strengths And Security written by V. Isvarmurti and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Electronic industries categories.

Contributed articles.