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Abstract
Optimization is the way of life. We all have finite resources and time and we want to make the most of them. From using your time productively to solving supply chain problems for your company – everything uses optimization. It’s a especially interesting and relevant topic in data science. It is also a very interesting topic – it starts with simple problems, but can get very complex. For example, sharing a chocolate between siblings is a simple optimization problem. On the other hand devising inventory and warehousing strategy for an e-tailer can be very complex. For some reason, LP doesn’t get as much attention as it deserves while learning data science.