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AI for Scientific Discovery (Hardcover)
Loot Price: R3,666
Discovery Miles 36 660
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AI for Scientific Discovery (Hardcover)
Series: AI for Everything
Expected to ship within 12 - 17 working days
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AI for Scientific Discovery provides an accessible introduction to
the wide-ranging applications of artificial intelligence
technologies in scientific research and discovery across the full
breadth of scientific disciplines. Artificial intelligence
technologies support discovery science in multiple different ways.
They support literature management and synthesis, allowing the
wealth of what has already been discovered and reported on to be
integrated and easily accessed. They play a central role in data
analysis and interpretation - in the context of what is called
'data science'. AI is also helping to combat the reproducibility
crisis in scientific research, by underpinning the discovery
process with AI-enabled standards and pipelines, support the
management of large-scale data and knowledge resources so that they
can be shared, integrated and serve as a background 'knowledge
ecosystem' into which new discoveries can be embedded. However,
there are limitations to what AI can achieve and its outputs can be
biased and confounded thus should not be blindly trusted. The
latest generation of hybrid and 'human-in-the-loop' AI technologies
have as their objective a balance between human inputs and insights
and the power of the number-crunching and statistical inference at
massive scale that AI technologies are best at.
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