3. Stuff you will see today … Different types of data scientists – Comparison of different approaches to develop machine learning flows Code The five tool tool – Why Scala (and its ecosystem) is the best tool to develop machine learning flows (Hint: MapReduce is functional) Some more code Machine Learning examples – Real life (well … almost) examples of different machine learning problem