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Author
Pub. Date
2023.
Language
English
Description
In this first article in a series of four, the researchers behind the 2023 MIT Sloan Management Review-BCG Artificial Intelligence and Business Strategy Big Ideas research project outline the opportunities AI brings for key performance indicators and strategic measurement. They discuss the business implications of using AI to generate and refine KPIs and explain how enabling strategic measurement systems to learn fundamentally alters how organizations...
Author
Pub. Date
2022.
Language
English
Description
Benchmarking and executive expertise don’t necessarily determine the best key performance indicators (KPIs). Data-driven companies increasingly employ predictive analytics such as machine learning to help identify and refine key strategic measures. More finely tuned KPI measures lead to behaviors that are better aligned with strategic objectives.
Author
Pub. Date
2020.
Language
English
Description
With knowledge and information shared by experts, take your first steps towards creating scalable AI algorithms and solutions in Python, through practical exercises and engaging activities Key Features Learn about AI and ML algorithms from the perspective of a seasoned data scientist Get practical experience in ML algorithms, such as regression, tree algorithms, clustering, and more Design neural networks that emulate the human brain Book Description...
Author
Pub. Date
[2022]
Language
English
Description
In TensorFlow in Action, you'll dig into the newest version of Google's amazing TensorFlow framework as you learn to create incredible deep learning applications. Author Thushan Ganegedara uses quirky stories, practical examples, and behind-the-scenes explanations to demystify concepts otherwise trapped in dense academic papers. As you dive into modern deep learning techniques like transformer and attention models, you'll benefit from the unique insights...
Author
Pub. Date
2017.
Language
English
Description
Delve into neural networks, implement deep learning algorithms, and explore layers of data abstraction with the help of this comprehensive TensorFlow guide About This Book Learn how to implement advanced techniques in deep learning with Google's brainchild, TensorFlow Explore deep neural networks and layers of data abstraction with the help of this comprehensive guide Real-world contextualization through some deep learning problems concerning research...
Author
Pub. Date
[1988]
Language
English
Description
Probabilistic Reasoning in Intelligent Systems is a complete and accessible account of the theoretical foundations and computational methods that underlie plausible reasoning under uncertainty. The author provides a coherent explication of probability as a language for reasoning with partial belief and offers a unifying perspective on other AI approaches to uncertainty, such as the Dempster-Shafer formalism, truth maintenance systems, and nonmonotonic...
70) Artificial intelligence and machine learning in industry: perspectives from leading practitioners
Author
Pub. Date
2017.
Language
English
Description
The growth of businesses centered on artificial intelligence and machine learning make it clear: automation will fundamentally reshape industry and society. But this will only happen after a broader sweep and scrutiny of AI and its economic, social, and political influence, from scholars and policymakers alike. This report adds to this discussion through interviews with the entrepreneurs and executives on the front lines of AI, machine learning, and...
Author
Pub. Date
[2017]
Language
English
Description
What you'll learn--and how you can apply it You'll learn the core concepts one of the most popular models in Machine Learning--support vector machines--how to use them, and how they work. Readers will gain an intuitive understanding of the mathematics involved in SVMs, including an introduction to using polynomial kernels. At the end of this Lesson, readers will be able to do binary classification for rather simple problems. This lesson is for you...
Author
Pub. Date
[2020]
Language
English
Description
"The authors' clear visual style provides a comprehensive look at what's currently possible with artificial neural networks as well as a glimpse of the magic that's to come." -- Tim Urban, author of Wait But Why Fully Practical, Insightful Guide to Modern Deep Learning Deep learning is transforming software, facilitating powerful new artificial intelligence capabilities, and driving unprecedented algorithm performance. Deep Learning Illustrated is...
Author
Pub. Date
2018.
Language
English
Description
With the flexibility and features of scikit-learn and Python, build machine learning algorithms that optimize the programming process and take application performance to a whole new level Key Features Explore scikit-learn uniform API and its application into any type of model Understand the difference between supervised and unsupervised models Learn the usage of machine learning through real-world examples Book Description As machine learning algorithms...
Pub. Date
2021.
Language
English
Description
HPC, Big Data, AI Convergence Towards Exascale provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and artificial intelligence (AI) domains. Through the presentation of the solutions devised within recently founded H2020 European projects, this book provides an insight on challenges faced by integrating such technologies and in achieving...
Author
Language
English
Description
AI is much more than a sexy marketing gimmick. At its core, it's a powerful business tool that can make operations and decision-making more efficient, employees more productive, and customers delighted.
Unfortunately, leaders who want to take advantage of artificial intelligence often don't know where to start. The process can feel overwhelming, from analyzing existing processes and software systems and choosing where to apply AI automation, to preparing...
Author
Series
Pub. Date
2014
Language
English
Description
Efficient Computation of Argumentation Semantics addresses argumentation semantics and systems, introducing readers to cutting-edge decomposition methods that drive increasingly efficient logic computation in AI and intelligent systems. Such complex and distributed systems are increasingly used in the automation and transportation systems field, and particularly autonomous systems, as well as more generic intelligent computation research. The Series...
80) Genesis
Author
Pub. Date
2000.
Language
English
Description
Astronaut Christian Brannock, having taken advantage of the technology that allows a human personality to be uploaded into a computer, achieving a sort of hybrid immortality, returns to Earth after a billion years exploring the stars, where he teams up with Laurinda Ashcroft, another hybrid upload, to explore the supermind of Gaia.
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