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Decks in this class (11)
Lecture 1 Introduction
What is machine learning 1,
What are the three main types of ...,
What is the key difference betwee...
18
cards
Lecture 2 Maths and Statistics
What is the difference between an...,
What is variance and how is it ca...,
What is the standard deviation an...
23
cards
Lecture 3 Data Basics
What is a nominal attribute 1,
What is an ordinal attribute 2,
What is the difference between a ...
20
cards
Lecture 4 Regression
What is regression in machine lea...,
What is the difference between si...,
What is the general form of the l...
19
cards
Lecture 5 Classification
What is classification in machine...,
What is the difference between cl...,
What are some common classificati...
19
cards
Lecture 6 Clustering
What is clustering in machine lea...,
What is the difference between su...,
What is k means clustering 3
20
cards
Lecture 7 Artificial Neural Network & Deep Learning
What is an artificial neural netw...,
What are the components of a neur...,
What is the role of the activatio...
20
cards
Lecture 8 Principal Component Analysis
What is principal component analy...,
Why is pca used in machine learni...,
What are principal components in ...
20
cards
Lecture 9 Markov Chain
What is a markov chain 1,
What is the transition matrix in ...,
What is the steady state distribu...
20
cards
Lecture 10 Markov Chain Monte Carlo MCMC [1]
What is markov chain monte carlo ...,
What is the difference between mc...,
What are the main steps in mcmc 3
20
cards
Lecture 11 Markov Chain Monte Carlo MCMC [2]
What is the purpose of gibbs samp...,
What assumptions must a markov ch...,
What is the metropolis hastings a...
10
cards
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CS3D2 Machine Learning
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