Embedded Files
data science
data science
C. O’Neil and R. Schutt, Doing Data Science: Straight Talk from the Frontline. Sebastopol, CA: O’Reilly Media, 2013. p. 41.
C. O’Neil and R. Schutt, Doing Data Science: Straight Talk from the Frontline. Sebastopol, CA: O’Reilly Media, 2013. p. 43.
machine learning
machine learning
supervised learning [1]
unsupervised learning
semi-supervised learning
reinforcement learning
artificial intelligence
machine learning
representation learning
deep learning
examples
Adversarial attacks on AI (2019)
What does a network layer hear? (2020) [2]
as a creative source? (2024)
A. Ng and K. Soo, Numsense! Data Science for the Layman: No Math Added. 2017. p. 6.
I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning. Cambridge, MA: MIT Press, 2016. p. 9.
I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning. Cambridge, MA: MIT Press, 2016. p. 10.
quiz 1
quiz 1
assignment 1
assignment 1
music analysis
AIVA: Symphonic Fantasy in A minor, Op. 21, "Genesis"
official piano edition (2016)
official orchestral edition (2016)
NTHU orchestral edition (2020)
The score file is available on Moodle. You may print it out if you like.
Analyze and annotate the score.
Two ways to submit:
Print and give to our teaching assistant in week 04 or 05.
Fill in this online form and attach your PDF file before our class in week 05.
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