05 | Recommendations API in Azure Marketplace
[MP4] [0:17:43] [2015/09/06]In the final module I look into the Machine Learning API's provided in the AzureML gallery, in particular the Recommendations API. Using the provided sample application, I highlight how to use the…
04 | Content-Based Filtering & Hybrid: MatchBox Recommender in AzureML
[MP4] [0:33:07] [2015/09/06]In the second but last module, I look into the other popular recommendation approach: content-based filtering, extending it to a hybrid recommender later on. Here, I use the MatchBox recommender…
03 | Collaborative Filtering: Association Rules in R & AzureML 
[MP4] [0:33:56] [2015/09/06]In the third module, I will go into more detail on one of the main recommendation approaches: collaborative filtering. Here, I will show how to create association rules in RStudio and then how to…
02 | Targeted Marketing in Azure Machine Learning
[MP4] [0:35:47] [2015/09/06]In the second module, I first give a short introduction to Azure Machine Learning and then go through a binary classification problem taken from the targeted marketing space in a step-by-step manner.…
01 | Machine Learning & Recommenders
[MP4] [0:28:32] [2015/09/06]In the first module of this MVA course, I will give a short introduction on machine learning, primarily why and when to learn. Following that, I will go into one particular scenario where machine…