Welcome to our annual survey!

Please complete this survey about your experience with data science and machine learning tools, education, and issues. The survey takes approximately 10 minutes to complete. We appreciate your participation, and your privacy is important to us. We do not retain any of your personal information unless you choose to enter the drawing for one of four $250 Amazon gift cards. If you opt in, we collect your email address at the end of the survey so that we can notify winners. All survey results will be anonymized.
14% of survey complete.