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This class was created by Brainscape user Alvaro Pinzon Cortes. Visit their profile to learn more about the creator.

By: Alvaro Pinzon Cortes
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Decks in this class (24)

Setting anaconda
How to install a package with ana...,
How to delete update search packa...,
How to create and delete an envir...
7  cards
Solving sudoku AI
Two main topics 1,
Ai strategies in sudoku 2,
What is depth first search 3
3  cards
Intro to AI
What is an heuristic 1,
Important ai algorithms 2,
What are tuples 3
14  cards
Advanced game playing
What is iterative deepening 1,
What is breadth first search 2,
Varying branching factor 3
11  cards
Search
Finding optimal solutions to rubi...,
Definition of a problem 2,
Which search methods are complete...
13  cards
Simulated Annealing
What are good tips for finding a ...,
What is annealing 2,
Local beam search 3
4  cards
Constraint satisfaction
What is backtracking search 1,
Improving backtracking search eff...,
Structured csps 3
3  cards
Logic and reasoning
Propositional logic 1,
First order logic 2
2  cards
Planning
Classical planning 1,
Solving a problem with classical ...,
Solving a problem with classical ...
5  cards
Probability
Bayes rule 1,
What is a qualification problem 2,
Uncertainty and rational decisions 3
4  cards
Bayes nets
Why bayes nets are important 1,
Bayes rule 2,
Conditional independence 3
6  cards
Inference in bayes nets
What is inference in bayes nets 1,
What in inference of bayes nets w...,
What is in inference enumeration 3
8  cards
Hidden markov networks
What problems could be solved wit...,
What is dynamic time warping 2,
What are sakoe chiba bounds 3
7  cards
Deep neural networks
What are the applications of deep...,
What are neural networks 2,
Boundary line general equation 2d 3
36  cards
Convolutional neural networks
Convolutional neural nets applica...,
Model validation in keras 2,
Computer vision mlp vs cnn 3
12  cards
recurrent neural nets
What are the applications of recu...,
Vanilla supervised learning and s...,
Ways to model ordered sequences 3
7  cards
Intro to computer vision
0  cards
Image representation and analysis
Computer pipeline 1,
What we want with preprocessing 2,
Typical preprocessing methods 3
14  cards
Image segmentation
Types of image segmentation 1,
Image contouring 2,
Important functions 3
6  cards
Features and object recognition
What is a feature 1,
Types of features 2,
Important functions 3
12  cards
Neural nets applications
Upload or download a file from a ...,
How to convert from numpyfloat32 ...
2  cards
CV Capstone
Important remiders in the keypoin...
1  cards
Natural Language Processing
Pipeline of natural language proc...,
Text processing 2,
Feature extraction 3
25  cards
Intro to tensorflow
Tensor and tfconstant 1,
Tensorflow session 2,
Python with 3
7  cards

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