In Search for the Holy Grail of MLOps: Taming the Beast of ML Use Cases

MLOps is a really hot topic right now and there are many products out there that promise to meet all your needs to put ML algorithms in production. At the same time, many if not most ML projects still struggle to make it to production and teams have a hard time managing a large number … Continue reading In Search for the Holy Grail of MLOps: Taming the Beast of ML Use Cases

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Machine Learning As The Ultimate Test Driven Development

As machine learning is becoming more mainstream (well that’s already long past I guess) more and more teams who are new to ML are attempting to run data science projects. One of the most common mistakes is to think that ML is “just another library” so that people are approaching a data science project like … Continue reading Machine Learning As The Ultimate Test Driven Development

What is Data Science/Product Fit And Why You Need It

I always felt that Data Science and Product Management share a lot of research aspects. When developing a new product, you have to work with assumptions, uncertainties, and gradually figure out a path to validate or verify these assumptions. You need to adapt till you have found something that solves a relevant problem for the … Continue reading What is Data Science/Product Fit And Why You Need It