04 | Content-Based Filtering & Hybrid: MatchBox Recommender in AzureMLBuilding Recommendation Systems in Azure Sep 05, 2015 at 10:34AM 0 Olivia Klose , Dennis Gassen and Marta
Average: 0In 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 provided in AzureML. [00:48] Content-based filtering [04:10] Demo: MatchBox recommender - training the…
03 | Collaborative Filtering: Association Rules in R & AzureMLBuilding Recommendation Systems in Azure Sep 05, 2015 at 10:32AM 0 Olivia Klose , Dennis Gassen and Marta
Average: 0In 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 integrate the created R script in AzureML. [01:12] Market Basket Analysis / Association rules with…
02 | Targeted Marketing in Azure Machine LearningBuilding Recommendation Systems in Azure Sep 05, 2015 at 10:31AM 0 Olivia Klose , Dennis Gassen and Marta
Average: 0In 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. Binary classification can act as an initial recommendation for marketers which customers to address…
01 | Machine Learning & RecommendersBuilding Recommendation Systems in Azure Sep 05, 2015 at 10:30AM 0 Olivia Klose , Dennis Gassen and Marta
Average: 4(4)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 learning is often applied: recommendation engines. Using fruits and music tastes, I will explain the two…
Building a Recommender System in Azure Machine Learning Studio
Average: 5(1)This video talks about building a step by step process of building a Recommender system using Azure Machine Learning Studio. Visit Machine Learning Documentation to learn more.
Emporia: A New Twitter App from FUSE Labs
Average: 0Microsoft’s Future Social Experiences (FUSE) Labs, the group behind the Facebook-enabled document-sharing service, Docs.com and the social aggregator Spindex, has just launched a new Twitter application called “Project Emporia.” Unlike Spindex, which is currently in private beta, Emporia is open…
Pandora Comes To Windows Mobile
Average: 0The popular music streaming service from Pandora is now available as a Windows Mobile application. With this new app, you can stream free music on your Windows Mobile handset – just go to www.pandora.com from your mobile browser. If you’ve never used Pandora before, all you have to do to get started…
Tech Gadgets for Dad!
Average: 0Fathers Day is almost here, are you ready? Have you figured out what to get the old man this year? Well, if not- here are some great tech gifts that will make your Dad love you a little more. P.S. Thanks to all my myspace friends for their suggestions!
How to Pick a Good Point and Shoot
Average: 0Hola world. I’m Scott and I’ve been helping to develop some of the pieces for 10. This is my first ‘on screen’ appearance though and I hope you find something you like here. The basis of the piece was really straight forward. I wanted to go shopping for a point and shoot camera with someone who…