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Martin Matte
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Decks in this class (27)
ch 1 hands-on machine learning
How would you define machine lear...,
Can you name four types of proble...,
What is a labeled training set
17
cards
General software
What the difference between volat...,
What is a library
2
cards
Python
Name the main pandas features,
What is matplotlib,
What is scikit learn
17
cards
general machine learning
Why do you want to lock a test se...,
What is the data snooping bias,
What is the sampling bias
63
cards
Ch3 Classification
What performance measures can we ...,
What do we mean by imbalanced cla...,
What is the difference between a ...
6
cards
Ch4 training models
What is the most common performan...,
What is the closed form solution ...,
What is the computational complex...
45
cards
Statistic
What do we mean by the population...,
What is a sample,
What is a variable
49
cards
Survey and sampling.
What are the two types of samplin...,
What are the four main types of p...,
Why would we want to use none pro...
9
cards
Support Vector Machines
What is the main idea behind supp...,
Why do we call a svm a large marg...,
What do we mean by hard margin cl...
30
cards
Decision trees
What is the approximate depth of ...,
Is a nodes gini impurity generall...,
If a decision tree is overfitting...
17
cards
Ensemble learning and random forests
If you have trained five differen...,
What is the difference between ha...,
Is it possible to speed up traini...
17
cards
Dimensionality reduction
What are the main motivations for...,
What is the curse of dimensionality,
Once a datasets dimensionality ha...
16
cards
Grammar
When to use a or an,
Than versus then how to choose,
3
cards
Unsupervised Learning
How would you define clustering c...,
What are some of the main applica...,
Describe two techniques to select...
20
cards
Intro ANN
Why is it generally preferable to...,
How can you tweak a perceptron to...,
Why was the logistic activation f...
18
cards
Training deep neural net
Is it ok to initialize all the we...,
Is it ok to initialize the bias t...,
When training a dnn name three ad...
9
cards
Features: Simple numbers
What are the three aspects we nee...,
What do we mean by quantization o...,
What is the log transformation an...
13
cards
how to win friends
Criticism,
Make the other person feel important,
What are 4 ways to change people ...
6
cards
CNN
What are the advantages of a cnn ...,
Consider a cnn composed of three ...,
Why would you want to add a max p...
12
cards
Deep learning
What is dropout regularization an...
1
cards
PyTorch
What is the general shape of an i...,
How are these two function relate...
2
cards
Cost function
What is the formula of the square...,
What is the absolute error loss f...,
What is the huber loss
6
cards
Clean architecture
What is the solid acronym for fro...,
What is the single responsibility...,
What is the open closed principle
19
cards
Great quote
It is difficult to get people to ...
1
cards
Testing
3 software testing types,
Best practices for testing,
What is the testing pyramid
19
cards
sleep strategy
What are the 6 habits that can he...
1
cards
SQL
Cannot use having without,
What are the big 6 elements of a ...,
Which two components of a query a...
4
cards
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