The team at Software Advice recently published a slide deck outlining 3 techniques for testing the accuracy of predictive models. The 3 techniques are: Lift Charts and Decile Tables Target Shuffling Bootstrap Depending upon you situation, goals, and dataset; all 3 are worthy tests. I would say bootstrap is the most common of the 3,…
These are some slides from a talk I gave at South Dakota Code Camp. I also could have titled the presentation, “How to Learn Data Science.” Also, the slides contain lots of links to other resources. Enjoy!
Paco Nathan put together a nice slide deck about Data Science for Enterprise Big Data. Slide 9 contains a great list of valuable skills for a data scientist. Also, it is worth going through the entire set of slides, since slides 48 and 49 contain a valuable list of tools and algorithms. Enjoy!