Preface
A recent survey of machine learning professionals (https://www.comet.com/site/about-us/news-and-events/press-releases/comet-releases-new-survey-highlighting-ais-latest-challenges-too-much-friction-too-little-ml/) concluded that about 40%–60% of interviewed professionals abandoned their data science projects because they were not able to manage the full life cycle process of their data science projects. I’m a data science researcher, and before encountering Comet, I belonged to that 40%–60% of professionals who abandon their data science projects. In fact, during my working experience, I have abandoned many projects without concluding them because of the nature of research, where you test an idea and, if it does not work, you drop it. ...
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