DevOps R This course will teach you how to provide a Server with any R service: RStudio Server, Shiny Server (free or Pro version), Shiny Proxy (the Open Source Shiny Server based on Docker) and some custom service using R. We will install this software on a Linux System and see how to best use the…
Professional Shiny Programming R and Shiny are an effective way to make a pilot program, which is a feasibility study on small-scale: short-term and inexpensive experiments that help an organization discover whether this project could be useful for their business. In this course we will learn how to build a pilot application that can be easily…
Professional Programming Writing code means creating a software functionality. However, writing good code has stronger requirements in terms of reliability, robustness, reusability, extensibility. This means that the exact resolution of the problem must be ensured, in a great variety of cases, in a legible and extensible way. This course aims to describe the “best practices”…
Efficient R Programming In the most expensive projects in terms of computational performance, it is important to know how to optimize the performance of the algorithm created. Therefore it is important to have a tool to understand what the bottlenecks are and it is important to know how to orientate yourself with the possible solutions.…
HPC, Parallel and Distributed Computing with R This class aims to give a basis of what the main constraints of parallel programming are, the description and the differences between the main paradigms of parallelization (shared memory, distributed computation, map-reduce paradigm, future, …). We will do exercises using some R libraries and we will measure the…
Big Data Analysis with R When the database grows in size, it is important to find the solution that best suits your needs. In this course we start with the use of databases to analyze a much larger data than the one that’s accessible with the simple R and we will move on increasing the…
Dashboards and Cloud Solutions with R In this course you will learn how to build a pilot application with Shiny: an R framework suitable to express your data workflow and make it accessible as a nice web dashboard to anyone with a web browser. R and Shiny are an effective way to make a pilot…
Data Visualisation and Beautiful Report Design Communication is the last and most delicate step following the analysis. It communicates sophisticated results to people unrelated to technology and without profound statistical skills, making your work usable and sellable to business. Therefore it is important to know how to convey the message in a simple way with…
Data Science with R This top selling popular course will deeply introduce you to the modern R for Data Science. Technologies such as RStudio and the Tidyverse will be the core tools to run data manipulation, visualization, modelling and to export results in beautiful and clear reports. A practical course, rich with contents, an ideal…