you work on real-life data science problems with a company from a range from exciting start-ups, SMEs, and charities, to large multi-national companies like KPMG, Barclays and M&S. We will immerse you into data science from day one; making sure you will learn more in a shorter time than you have ever done before – and your work during the [...]

Deals to AI startups reached a record high last year, from 160 deals in 2012 to 658 in 2016. Although non-US deal share has been increasing over the time period, well over a majority of deals, around 70%, went to startups in the US in the last 5 years. Source: The United States of Artificial Intelligence

Feature selection is the process of finding the most relevant variables for a predictive model. These techniques can be used to identify and remove unneeded, irrelevant and redundant features that do not contribute or decrease the accuracy of the predictive model. Mathematically, feature selection is formulated as a combinatorial optimization problem. Here the function to optimize is the generalization performance [...]