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Algorithms For Machine Learning And Inference

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

By: Rasmus Johansson
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Decks in this class (15)

Linear Modeling and Regression
Chapter 1
20  cards
Probabilistic Linear Regression
Chapter 2
103  cards
Bayesian linear regression
1 in bayesian linear regression h...,
2 suppose we have the model t w x...,
3 give an example problem we want...
20  cards
KNN and Bayes Classifier
1 what is the main difference bet...,
2 suppose you have a binary class...,
3 describe the basic steps of the...
25  cards
Support Vector Machines
1 in the overall classification s...,
2 what does it mean for an svm to...,
3 show an example problem suppose...
25  cards
Logistic Regression
Which classification algorithms w...,
How many of these classification ...,
How many of these classification ...
46  cards
Deep Learning 1
1 what is deep learning and how d...,
2 why has deep learning risen to ...,
3 what challenge does hand engine...
40  cards
Deep Learning 2
1 how can we represent an image s...,
2 give an example task in compute...,
3 before the deep learning era ho...
25  cards
Deep Learning 3
1 what is an example of a sequenc...,
2 besides images of a moving ball...,
3 in a language modeling task suc...
25  cards
K-Means Clustering
1 what is unsupervised learning a...,
2 in the context of customer purc...,
3 what is k means clustering and ...
40  cards
Gaussian Mixture Models
1 what is the k means objective f...,
2 how is the hard clustering cons...,
3 how do mixture models extend th...
32  cards
Multi-Choice: Regression
Q1 basics linear regression a seq...,
Q2 basics linear regression suppo...,
Q3 basics linear regression we ha...
10  cards
Multi-choice: Classification
Q1 classification maximum number ...,
Q2 classification consequences of...,
Q3 classification bayesian logist...
5  cards
Multi-Choice: Deep Learning
Q1 deep learning a neural net out...,
Q2 deep learning a fully connecte...,
Q3 deep learning a cnn with three...
8  cards
Multi-Choice: Clustering
Q1 clustering main difference bet...,
Q2 clustering gmm generative view...,
Q3 clustering number of free para...
10  cards

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Algorithms For Machine Learning And Inference

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