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Python + ML

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

By: Mikhail Kuznetsov
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Decks in this class (10)

Pandas
Read csv file into dataframe data,
Plot histogram,
Look first five records in dataframe
11  cards
Numpy
Reshape len y l vector into len y...,
Column wize means and standard de...,
Adding column of 1s to np array x...
19  cards
Matplotlib
0  cards
Visualization
Write to activate plotting,
Sign the axis on plot,
Draw histogram
24  cards
Lists
Last 10 elements in list el_list,
Get index and value of maximum el...,
Create list of nonzero elements o...
7  cards
Python commands
Measure time of execution
1  cards
Scikit-learn
Shuffle the data and normalize fe...,
Train lasso regressior,
Train ridge regressior
17  cards
Usefull functions
1 write number to file file_name ...,
Map preds array of 0 1 2 s into m...,
Count number of lines in file
5  cards
Dictionaries
Create dictionary label number of...
1  cards
Scipy
1 generate f_h0 binomial distribu...,
2 plot histogramm of f_h0,
3 color with red right tail of hi...
7  cards

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Python + ML

  • Class purpose General learning

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