How optimizing a metric is different from creating a lovable product? How a human can control and guide the machine? Why predictable behavior and understandable long-term effects are crucial for your product?
We will try to answer those questions, and will talk about limitations of the “pure” machine learning approach. Aslo, we will see practical workflows which allow engineers to combine their intuition with the power of machine learning to build great products.
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