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Machine Learning for .NET developers

Work & Machine Learning Background

Tell us a little bit about your role and experience with Machine Learning.

Question Title

* 1. Which of the following best describes your current role?

Developer

Developer with a data science or mathematics background

Developer working with data scientists

Data scientist

Data scientist working with developers

Student (any level)

Hobbyist

Other (please specify)

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* 2. How would you describe your company?

Freelancer, consultant, self-employed

Start-up

Small-sized company (<100 employees)

Medium-sized company (100-1,000 employees)

Large-sized company (>1,000 employees)

None of the above (e.g. I am a student or hobbyist)

Other (please specify)

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* 3. What are your current primary development languages? (Select all that apply.)

C++

Java

JavaScript

Python

Swift

Visual Basic

Other (please specify)

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* 4. How would you rate your current knowledge of Machine Learning (1 = no knowledge; 5 = expert knowledge)?

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* 5. How would you describe your current usage of Machine Learning?

Using Machine Learning in production already

Currently implementing Machine Learning into app

Currently evaluating/prototyping Machine Learning in app

Experimenting with Machine Learning and creating sample apps

Learning about Machine Learning

Interested in Machine Learning but not using or learning about it yet

Not using Machine Learning and not interested

Other (please specify)

Question Title

* 6. Describe your usage of the following Machine Learning technologies.

	Never heard of or used it	Heard of, but never used it	Tried it, but use something else	Use it currently
Azure Cognitive Services	Azure Cognitive Services Never heard of or used it	Azure Cognitive Services Heard of, but never used it	Azure Cognitive Services Tried it, but use something else	Azure Cognitive Services Use it currently
Azure Machine Learning	Azure Machine Learning Never heard of or used it	Azure Machine Learning Heard of, but never used it	Azure Machine Learning Tried it, but use something else	Azure Machine Learning Use it currently
H2O	H2O Never heard of or used it	H2O Heard of, but never used it	H2O Tried it, but use something else	H2O Use it currently
Keras	Keras Never heard of or used it	Keras Heard of, but never used it	Keras Tried it, but use something else	Keras Use it currently
ML.NET	ML.NET Never heard of or used it	ML.NET Heard of, but never used it	ML.NET Tried it, but use something else	ML.NET Use it currently
PyTorch	PyTorch Never heard of or used it	PyTorch Heard of, but never used it	PyTorch Tried it, but use something else	PyTorch Use it currently
R	R Never heard of or used it	R Heard of, but never used it	R Tried it, but use something else	R Use it currently
scikit-learn	scikit-learn Never heard of or used it	scikit-learn Heard of, but never used it	scikit-learn Tried it, but use something else	scikit-learn Use it currently
TensorFlow	TensorFlow Never heard of or used it	TensorFlow Heard of, but never used it	TensorFlow Tried it, but use something else	TensorFlow Use it currently

If there are any ML frameworks, libraries, and services you use that are not listed above, please list them here:

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