Machine Learning for .NET Developers Machine Learning for .NET Developers 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 data science or mathematics background Developer working with data scientists Data scientist Data scientist working with developers Student (any level) Hobbyist Other (please specify) Question Title * 2. How would you describe you company? Freelancer, consultant, self-employed Start-up Small-sized company (<100 employees) Medium-sized company (100-1000 employees) Large-sized company (>1000 employees) None of the above (student or hobbyist) Other (please specify) Question Title * 3. What are your current primary development languages? C++ C# F# Go Java JavaScript Julia Python R Swift Visual Basic Other (please specify) Question Title * 4. How would you rate your current knowledge of Machine Learning (1=no knowledge; 5 expert knowledge)? No knowledge Expert knowledge No knowledge Expert knowledge Question Title * 5. How would you describe your current usage of Machine Learning? Using Machine Learning in production 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 Question Title * 6. Describe you 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 Fast.ai Fast.ai Never heard of or used it Fast.ai Heard of, but never used it Fast.ai Tried it, but use something else Fast.ai 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 HuggingFace HuggingFace Never heard of or used it HuggingFace Heard of, but never used it HuggingFace Tried it, but use something else HuggingFace 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. Question Title * 7. What is the primary development tool you use to build machine learning applications? Visual Studio Visual Studio Code Notebooks (Jupyter, .NET Interactive) Other (please specify) Question Title * 8. What hardware do you primarily use to train models? CPU GPU NPU FPGA Other (please specify) Question Title * 9. What hardware do you primarily use for inferencing? CPU GPU NPU FPGA Other (please specify) Next