Short Course: Data Science for Industry
Date: 23 July 2018 - 5 September 2018 (lectures Monday, Wednesday 4-6pm)
Venue: UCT upper campus
Course fee: ZAR 6000
"Data Science for Industry" is a 24-lecture module in the MSc in Data Science program at the University of Cape Town. This year a small number of places are available for those who would like to take the module as a short course but are not registered at UCT.
The course provides an applied, hands-on overview of selected topics useful in the working world of data science that are not covered by other modules in the program. Broadly speaking these topics fall into two themes: workflow/productivity tools and skills (GitHub, data wrangling, visualization, creating R packages, Shiny applications) and modelling (recommender systems, text mining, neural networks). For a full list of topics covered and last year's lecture materials, see https://github.com/iandurbach/datasci-fi.
The course consists of 12 double lectures, taking place on Monday and Wednesday 4-6pm for six weeks, starting 23 July 2018 and ending 5 September. Roughly half of the lectures are in traditional lecture format, with the rest taking the format of a practical/tutorial. In these you would be expected to work through a video lecture before the class meeting, with the lecture time being used for computer practicals and discussion.
The course is conducted in R and to get the most out of the course you should already have at least a working knowledge of R, meaning you would have some experience with reading in data, running statistical analyses (e.g. lm, anova, glm), plotting results, and writing your own functions.
For more information email firstname.lastname@example.org.
To apply for a place on the short course, please complete the application form at https://goo.gl/forms/Nf64RKLz0UvP62243
Applications close 5 July 2018 but as limited places are available you are advised to apply as early as possible.