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IAM

IAM

By Nick Corona
Published Dec 30
731 cards
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This is a published deck. Feel free look around, review cards, or make changes, but you'll need to save it to save your progress.
introduction
6
classification
45
validation
30
clustering
31
interview
2
basic data preparation
25
change detection
18
time series models
79
basic regression
79
advanced data preparation
42
exam
4
advanced regression
64
discussion questions
8
variable selection
37
Design of Experiments
16
probability-based models
79
missing data
22
optimization
71
advanced models
55
power co case
7
retailer case
6
Curse of dimensionality means the amount of data required grows exponentially with features.
New
Why use scaling for KNN?
1 hidden side
New
PCA avoids the exponentially.
New