Introduction to Deep Learning: From Logical Calculus to Artificial Intelligence (Undergraduate Topics in Computer Science)

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ASIN ‏ : ‎ B079M3D7JF
Publisher ‏ : ‎ Springer; 1st ed. 2018 edition (February 4, 2018)
Publication date ‏ : ‎ February 4, 2018
Language ‏ : ‎ English
File size ‏ : ‎ 15886 KB
Text-to-Speech ‏ : ‎ Enabled
Screen Reader ‏ : ‎ Supported
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Print length ‏ : ‎ 210 pages
Page numbers source ISBN ‏ : ‎ 3319730037

Introduction to Deep Learning: From Logical Calculus to Artificial Intelligence (Undergraduate Topics in Computer Science)

Deep learning has emerged as a powerful tool in the field of artificial intelligence, revolutionizing the way we approach complex problems and tasks. In this post, we will explore the foundational concepts of deep learning, starting from its roots in logical calculus and leading to its applications in artificial intelligence.

Logical calculus, also known as symbolic logic, forms the basis of deep learning algorithms. By representing relationships and rules in a formal, mathematical way, logical calculus allows us to make deductions and draw conclusions based on logical reasoning. This foundation is essential for building neural networks and training them to perform tasks such as image recognition, natural language processing, and more.

As we delve deeper into the world of deep learning, we will explore the various architectures and models that have been developed to mimic the human brain and achieve impressive results in tasks that were once thought to be impossible for machines. From convolutional neural networks for image recognition to recurrent neural networks for sequence prediction, deep learning has opened up a world of possibilities for artificial intelligence.

Whether you are a student studying computer science or a professional looking to expand your knowledge, understanding the principles of deep learning is essential in today’s rapidly evolving technological landscape. Join us on this journey from logical calculus to artificial intelligence, and discover the endless possibilities that deep learning has to offer.
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