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CCC Artificial Intelligence Worksheet
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What is deep learning? What can deep learning do that
traditional machine-learning methods cannot? – 100 words -
List and briefly explain different learning paradigms/
methods in AI. – 100 word -
What is representation learning, and how does it relate
to machine learning and deep learning?- 100 words -
List and briefly describe the most commonly used ANN
activation functions. – 100 word - What is MLP, and how does it work? Explain the function
of summation and activation weights in MLP-type ANN.- 100 word -
Cognitive computing has become a popular term to define
and characterize the extent of the ability of machines/
computers to show “intelligent” behavior. Thanks to IBM Watson and its success on Jeopardy!, cognitive comput-
ing and cognitive analytics are now part of many real-
world intelligent systems. In this exercise, identify at least
three application cases where cognitive computing was
used to solve complex real-world problems. Summarize
your findings in a professionally organized report. – 300 words