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Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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Deep Learning in Science (Hardcover)
Loot Price: R1,564
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Deep Learning in Science (Hardcover)
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This is the first rigorous, self-contained treatment of the theory
of deep learning. Starting with the foundations of the theory and
building it up, this is essential reading for any scientists,
instructors, and students interested in artificial intelligence and
deep learning. It provides guidance on how to think about
scientific questions, and leads readers through the history of the
field and its fundamental connections to neuroscience. The author
discusses many applications to beautiful problems in the natural
sciences, in physics, chemistry, and biomedicine. Examples include
the search for exotic particles and dark matter in experimental
physics, the prediction of molecular properties and reaction
outcomes in chemistry, and the prediction of protein structures and
the diagnostic analysis of biomedical images in the natural
sciences. The text is accompanied by a full set of exercises at
different difficulty levels and encourages out-of-the-box thinking.
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