Introduction to Machine Learning with scikit-learn Survey

In order to understand the impact of this training, we are collecting information about attitudes and skills related to the content before and after the training. Your responses will be recorded anonymously. Your computer's IP address will not be recorded.

You are also not expected to know these skills beforehand. Otherwise, why would you come to this training?!

	Strongly disagree	Disagree	Neither agree nor disagree	Agree	Strongly agree
The amount of information covered was reasonable for the allotted time.	The amount of information covered was reasonable for the allotted time. Strongly disagree	The amount of information covered was reasonable for the allotted time. Disagree	The amount of information covered was reasonable for the allotted time. Neither agree nor disagree	The amount of information covered was reasonable for the allotted time. Agree	The amount of information covered was reasonable for the allotted time. Strongly agree
The overall atmosphere was welcoming.	The overall atmosphere was welcoming. Strongly disagree	The overall atmosphere was welcoming. Disagree	The overall atmosphere was welcoming. Neither agree nor disagree	The overall atmosphere was welcoming. Agree	The overall atmosphere was welcoming. Strongly agree
I learned skills that I will be able to use in my work.	I learned skills that I will be able to use in my work. Strongly disagree	I learned skills that I will be able to use in my work. Disagree	I learned skills that I will be able to use in my work. Neither agree nor disagree	I learned skills that I will be able to use in my work. Agree	I learned skills that I will be able to use in my work. Strongly agree
I would recommend this training to a friend or colleague.	I would recommend this training to a friend or colleague. Strongly disagree	I would recommend this training to a friend or colleague. Disagree	I would recommend this training to a friend or colleague. Neither agree nor disagree	I would recommend this training to a friend or colleague. Agree	I would recommend this training to a friend or colleague. Strongly agree
The training was worth my time.	The training was worth my time. Strongly disagree	The training was worth my time. Disagree	The training was worth my time. Neither agree nor disagree	The training was worth my time. Agree	The training was worth my time. Strongly agree

Strongly disagree

Disagree

Neither agree nor disagree

Agree

Strongly agree

The amount of information covered was reasonable for the allotted time.

The amount of information covered was reasonable for the allotted time. Strongly disagree

The amount of information covered was reasonable for the allotted time. Disagree

The amount of information covered was reasonable for the allotted time. Neither agree nor disagree

The amount of information covered was reasonable for the allotted time. Agree

The amount of information covered was reasonable for the allotted time. Strongly agree

The overall atmosphere was welcoming.

The overall atmosphere was welcoming. Strongly disagree

The overall atmosphere was welcoming. Disagree

The overall atmosphere was welcoming. Neither agree nor disagree

The overall atmosphere was welcoming. Agree

The overall atmosphere was welcoming. Strongly agree

I learned skills that I will be able to use in my work.

I learned skills that I will be able to use in my work. Strongly disagree

I learned skills that I will be able to use in my work. Disagree

I learned skills that I will be able to use in my work. Neither agree nor disagree

I learned skills that I will be able to use in my work. Agree

I learned skills that I will be able to use in my work. Strongly agree

I would recommend this training to a friend or colleague.

I would recommend this training to a friend or colleague. Strongly disagree

I would recommend this training to a friend or colleague. Disagree

I would recommend this training to a friend or colleague. Neither agree nor disagree

I would recommend this training to a friend or colleague. Agree

I would recommend this training to a friend or colleague. Strongly agree

The training was worth my time.

The training was worth my time. Strongly disagree

The training was worth my time. Disagree

The training was worth my time. Neither agree nor disagree

The training was worth my time. Agree

The training was worth my time. Strongly agree

	Strongly disagree	Disagree	Neither agree nor disagree	Agree	Strongly agree
Instructor was enthusiastic.	Instructor was enthusiastic. Strongly disagree	Instructor was enthusiastic. Disagree	Instructor was enthusiastic. Neither agree nor disagree	Instructor was enthusiastic. Agree	Instructor was enthusiastic. Strongly agree
Instructor was considerate.	Instructor was considerate. Strongly disagree	Instructor was considerate. Disagree	Instructor was considerate. Neither agree nor disagree	Instructor was considerate. Agree	Instructor was considerate. Strongly agree
Instructor was a good communicator.	Instructor was a good communicator. Strongly disagree	Instructor was a good communicator. Disagree	Instructor was a good communicator. Neither agree nor disagree	Instructor was a good communicator. Agree	Instructor was a good communicator. Strongly agree
Instructor gave clear answers to your questions.	Instructor gave clear answers to your questions. Strongly disagree	Instructor gave clear answers to your questions. Disagree	Instructor gave clear answers to your questions. Neither agree nor disagree	Instructor gave clear answers to your questions. Agree	Instructor gave clear answers to your questions. Strongly agree

Strongly disagree

Disagree

Neither agree nor disagree

Agree

Strongly agree

Instructor was enthusiastic.

Instructor was enthusiastic. Strongly disagree

Instructor was enthusiastic. Disagree

Instructor was enthusiastic. Neither agree nor disagree

Instructor was enthusiastic. Agree

Instructor was enthusiastic. Strongly agree

Instructor was considerate.

Instructor was considerate. Strongly disagree

Instructor was considerate. Disagree

Instructor was considerate. Neither agree nor disagree

Instructor was considerate. Agree

Instructor was considerate. Strongly agree

Instructor was a good communicator.

Instructor was a good communicator. Strongly disagree

Instructor was a good communicator. Disagree

Instructor was a good communicator. Neither agree nor disagree

Instructor was a good communicator. Agree

Instructor was a good communicator. Strongly agree

Instructor gave clear answers to your questions.

Instructor gave clear answers to your questions. Strongly disagree

Instructor gave clear answers to your questions. Disagree

Instructor gave clear answers to your questions. Neither agree nor disagree

Instructor gave clear answers to your questions. Agree

Instructor gave clear answers to your questions. Strongly agree

	Much worse	Somewhat worse	Unimproved - neither worse nor better	Better	Much better	N/A
Explain the purpose of machine learning.	Explain the purpose of machine learning. Much worse	Explain the purpose of machine learning. Somewhat worse	Explain the purpose of machine learning. Unimproved - neither worse nor better	Explain the purpose of machine learning. Better	Explain the purpose of machine learning. Much better	Explain the purpose of machine learning. N/A
Compare and contrast supervised and unsupervised learning.	Compare and contrast supervised and unsupervised learning. Much worse	Compare and contrast supervised and unsupervised learning. Somewhat worse	Compare and contrast supervised and unsupervised learning. Unimproved - neither worse nor better	Compare and contrast supervised and unsupervised learning. Better	Compare and contrast supervised and unsupervised learning. Much better	Compare and contrast supervised and unsupervised learning. N/A
Describe two kinds of supervised learning.	Describe two kinds of supervised learning. Much worse	Describe two kinds of supervised learning. Somewhat worse	Describe two kinds of supervised learning. Unimproved - neither worse nor better	Describe two kinds of supervised learning. Better	Describe two kinds of supervised learning. Much better	Describe two kinds of supervised learning. N/A
List data requirements for scikit-learn.	List data requirements for scikit-learn. Much worse	List data requirements for scikit-learn. Somewhat worse	List data requirements for scikit-learn. Unimproved - neither worse nor better	List data requirements for scikit-learn. Better	List data requirements for scikit-learn. Much better	List data requirements for scikit-learn. N/A
Communicate and explain results from machine learning.	Communicate and explain results from machine learning. Much worse	Communicate and explain results from machine learning. Somewhat worse	Communicate and explain results from machine learning. Unimproved - neither worse nor better	Communicate and explain results from machine learning. Better	Communicate and explain results from machine learning. Much better	Communicate and explain results from machine learning. N/A

Much worse

Somewhat worse

Unimproved - neither worse nor better

Better

Much better

N/A

Explain the purpose of machine learning.

Explain the purpose of machine learning. Much worse

Explain the purpose of machine learning. Somewhat worse

Explain the purpose of machine learning. Unimproved - neither worse nor better

Explain the purpose of machine learning. Better

Explain the purpose of machine learning. Much better

Explain the purpose of machine learning. N/A

Compare and contrast supervised and unsupervised learning.

Compare and contrast supervised and unsupervised learning. Much worse

Compare and contrast supervised and unsupervised learning. Somewhat worse

Compare and contrast supervised and unsupervised learning. Unimproved - neither worse nor better

Compare and contrast supervised and unsupervised learning. Better

Compare and contrast supervised and unsupervised learning. Much better

Compare and contrast supervised and unsupervised learning. N/A

Describe two kinds of supervised learning.

Describe two kinds of supervised learning. Much worse

Describe two kinds of supervised learning. Somewhat worse

Describe two kinds of supervised learning. Unimproved - neither worse nor better

Describe two kinds of supervised learning. Better

Describe two kinds of supervised learning. Much better

Describe two kinds of supervised learning. N/A

List data requirements for scikit-learn.

List data requirements for scikit-learn. Much worse

List data requirements for scikit-learn. Somewhat worse

List data requirements for scikit-learn. Unimproved - neither worse nor better

List data requirements for scikit-learn. Better

List data requirements for scikit-learn. Much better

List data requirements for scikit-learn. N/A

Communicate and explain results from machine learning.

Communicate and explain results from machine learning. Much worse

Communicate and explain results from machine learning. Somewhat worse

Communicate and explain results from machine learning. Unimproved - neither worse nor better

Communicate and explain results from machine learning. Better

Communicate and explain results from machine learning. Much better

Communicate and explain results from machine learning. N/A

	Much worse	Somewhat worse	Unimproved - neither worse nor better	Better	Much better	N/A
Load data with pandas.	Load data with pandas. Much worse	Load data with pandas. Somewhat worse	Load data with pandas. Unimproved - neither worse nor better	Load data with pandas. Better	Load data with pandas. Much better	Load data with pandas. N/A
Build classification and regression models.	Build classification and regression models. Much worse	Build classification and regression models. Somewhat worse	Build classification and regression models. Unimproved - neither worse nor better	Build classification and regression models. Better	Build classification and regression models. Much better	Build classification and regression models. N/A
Use the scikit-learn API.	Use the scikit-learn API. Much worse	Use the scikit-learn API. Somewhat worse	Use the scikit-learn API. Unimproved - neither worse nor better	Use the scikit-learn API. Better	Use the scikit-learn API. Much better	Use the scikit-learn API. N/A
Perform data preprocessing.	Perform data preprocessing. Much worse	Perform data preprocessing. Somewhat worse	Perform data preprocessing. Unimproved - neither worse nor better	Perform data preprocessing. Better	Perform data preprocessing. Much better	Perform data preprocessing. N/A

Much worse

Somewhat worse

Unimproved - neither worse nor better

Better

Much better

N/A

Load data with pandas.

Load data with pandas. Much worse

Load data with pandas. Somewhat worse

Load data with pandas. Unimproved - neither worse nor better

Load data with pandas. Better

Load data with pandas. Much better

Load data with pandas. N/A

Build classification and regression models.

Build classification and regression models. Much worse

Build classification and regression models. Somewhat worse

Build classification and regression models. Unimproved - neither worse nor better

Build classification and regression models. Better

Build classification and regression models. Much better

Build classification and regression models. N/A

Use the scikit-learn API.

Use the scikit-learn API. Much worse

Use the scikit-learn API. Somewhat worse

Use the scikit-learn API. Unimproved - neither worse nor better

Use the scikit-learn API. Better

Use the scikit-learn API. Much better

Use the scikit-learn API. N/A

Perform data preprocessing.

Perform data preprocessing. Much worse

Perform data preprocessing. Somewhat worse

Perform data preprocessing. Unimproved - neither worse nor better

Perform data preprocessing. Better

Perform data preprocessing. Much better

Perform data preprocessing. N/A

Introduction to Machine Learning with scikit-learn

Post-workshop survey

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* 1. When are you taking this survey?

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* 2. Please give us some feedback about the overall training event.

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* 3. How did you perceive the pace of the training?

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* 4. How was the balance of lecture to hands-on work?

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* 5. Please select how you felt the instructor performed.

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* 6. How has your knowledge of the following changed after the workshop?

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* 7. How has your confidence in doing the following tasks changed after the workshop?

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* 8. Is there anything else you'd like to add?