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Jason Miller
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Decks in this class (12)
Lecture 1
What is data science,
What is data or what are data
2
cards
Lecture 7 - Linear Regression
What is linear regression,
What is b0 in y b0 b1x,
B0 and b1 are refered to what wha...
13
cards
Lecture 8 - Logistic Regression
What does logistic regression do,
What do we do for training the co...,
What shape does the logistic regr...
4
cards
Lecture 9 - KNN Classification
Name a non linear classification ...,
Explain the algorithm for knn,
What does increasing k do
3
cards
Lecture 10 - Model Evaluation
What does it mean when a model ha...,
What does it mean if a model has ...,
What does it mean if were too fit
23
cards
Lecture 13 - Feature Engineering
List the 3 steps in machine learning,
In order to do supervised machine...,
How can we get labeled training data
10
cards
Mid-Term Exam
List and describe four levels of ...,
Python includes built in data typ...,
The median of a set of numbers is...
49
cards
Lecture 6 - Machine Learning
What is the training process in m...,
How do we measure a classificatio...,
How do we measure a linear regres...
11
cards
Lecture 5 - Machine Learning
What is machine learning,
People will often talk about the ...,
Machine learning is
17
cards
Lecture 14 - Feature Selection
What is the curse of dimensionality,
What does feature selection do,
Which method of feature selection...
8
cards
Lecture 15 - Dimensionality Reduction
What is dimensionality reduction,
Are features preserved in dimensi...,
Are features preserved with featu...
6
cards
Lecture 11 - Exploring Classification
What does snspairplot do,
What does a correlation matrix do,
What does a correlation heatmap do
4
cards
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Data 101
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