Part B:
•
Probabilistic Machine Learning
o
recall basics of
probability theory
o
Learn how probability theory can help to capture the key concept,
“
uncertainty
”
, in machine learning
-
Frequentist (bootstrap)
-
Bayesian (probability)
o
Learn
Bayesian approach
to
machine learning