Data scientist’s knows that building a model is only 20% of their time, but cleaning the data is 80%. Yet many of the automation tools focus on the modeling (e.g., DataRobot). I’ll demo some tools and tips for automating the process of data profiling and cleaning.
I’m a data scientist, data illustrator, and writer. I enjoy finding undiscovered insights in data. Currently I’m a principle machine learning engineer where I help set best practices for AI project development.