Ajit Jaokar: Tutorial foundations of machine learning and data science for developers

It is based on my insights from the Enterprise AI course and also the Data Science for IoT course which I teach at Oxford University The Tutorial is targeted to developers (or anyone who is interested in Data Science) having some basic maths background While the tutorial draws on existing knowledge on the Web, it has three unique considerations a) We explain concepts simply but in context. Many tutorials explain one specific aspect but do not show how it fits into the wider picture. b) We approach maths and stats from the perspective/lens of linear regression. This approach has an advantage because linear regression is familiar to many from their high school days. c) Less is more – we discuss a small number of examples. You can always find more examples of…


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