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Data Mining Information Sheet
Please answer the following questions.
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Which of the following algorithms do you know? (check all valid options)
k-NN
SVM
Random Forest
Decision Trees
PCA
Multilayer Perceptron
Convolutional Neural Networks
Residual Neural Networks
Graph Neural Networks
Are you comfortable with the mathematical foundations of these algorithms?
Very Much So
OK
Not Much
Clear selection
Have you ever programmed a machine learning algorithm from scratch in Python?
Yes
No
Clear selection
How would you rate your Python programming skills?
Never Programmed in Python
1
2
3
4
5
Expert
Clear selection
How would your rate your programming skills in general?
I don't like to program
1
2
3
4
5
I am an expert programmer
Clear selection
Which one of the following mathematical constructs are you NOT comfortable with? (Check all that apply)
Lagrange Multipliers
Multivariable Derivatives
Integration
Eigen Values and Eigen Vectors
What is your main motivation for this module?
Your answer
Do you want to consider data science and machine learning as a future career possibility?
Yes
No
Maybe
Clear selection
What is the amount of effort you can put in for this particular module?
1 hours per week outside class
1
2
3
4
5
5 hours per week outside class
Clear selection
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