Ingo Mierswa, RapidMiner
Kaggle is useless. Most models don’t provide business impact. Data scientists are wasting time. And deepfake is for losers. Dr. Ingo Mierswa has worked for 20 years on hundreds of data science projects, and in that time, he’s seen it all. In this presentation, he’ll discuss some of the mistakes we make as data scientists – often inadvertently, but sometimes even though we should know better. What’s worse, the complexity of the data science field lets us hide the consequences of these mistakes from others. So how do we break free? Dr. Mierswa presents a manifesto for data science, a set of basic principles designed to guide our work and make sure that our models have the desired impact.