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BAML REVIEW

This class was created by Brainscape user Kaushik Purahoo. Visit their profile to learn more about the creator.

By: Kaushik Purahoo
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Decks in this class (16)

08 Data Evaluation
Explain stratified holdout 1,
How does k fold cross validation ...,
Explain how measurement errors ar...
8  cards
12 Neural Networks
In batched gradient descent the m...,
Local minima of risk functions 2,
Linearly separability 3
10  cards
13 Markov Decision Processes
Rl what makes it different from o...,
Model free vs model based 2,
Q learning background 1 monte car...
5  cards
High-Dimensionality Reduction (PCA)
Principal component analysis pca ...,
Principal components are the they...,
Correlation and covariance matric...
8  cards
10 Multicollinearity in MLR
Min 2 mlr solution requires if t ...,
Considerations in high dimensions 2,
Solutions to multicollinearity 3
3  cards
08 Ensemble Methods
Ensemble methods aim to combine m...,
Explain bagging conceptually goin...,
Differentiate between bias and va...
8  cards
08.2 Clustering
Clustering issues outlier handlin...
1  cards
04 Logistic Regression
Blank 1,
What are generalized linear model...,
Why do we need a link function 3
8  cards
04.2 Logistic Regression
Differentiate between the null an...,
Likelihood ratio test 2,
Mcfadden r 2 when will the value ...
4  cards
05 Decision Trees
Multistage property info 2 3 4 1,
Split for id code attribute what ...,
However id code has still greater...
7  cards
11 Convex Optimization
Extreme values if r is open and r...,
Momentum gradient descent why and...,
Stochastic versus batch gradient ...
11  cards
determining convexity
Convex or not why a f x y exp 3x ...,
C f x x d f x 3x5n for even n 2
2  cards
03 Regression Diagnostics
Gauss markov theorem what does it...,
Assumptions of gauss markov what ...,
Assumption 1 linear relationship ...
10  cards
02 Regression
What gives a smaller confidence i...,
Tests formula is slightly differe...,
Selected statistical tests 3
4  cards
05 Bayesian
Independence conditional independ...,
Numeric data unknown distribution 2,
Learning bayes nets parameter lea...
3  cards
Revision Qs
If a linear regression model was ...,
Impact of a node in nns 2
2  cards

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BAML REVIEW

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