In this session, I will give a step-by-step walk-through of how to develop a data-driven node.js web application for Cloud Foundry and deploy it into IBM Bluemix or Pivotal Web Services. Feel free to bring your own laptops as this will be a hands-on workshop with plenty of opportunities to try things out.
In this session you will learn how to get started with Data Science using common tools and libraries. ??First we will Introduce data analytics, data mining and machine learning. Then we will demonstrate a data analytics workflow including data capture, data ingestion, data processing, data model training and deployment to your application.
In this session, I will review the different types of NoSQL databases (key-value, key-datastructure, document, column, graph, etc.) and their individual strengths and weaknesses. Then I will go into detail about Redis by reviewing the functions and data structures used by Redis developers to solve common scalability challenges. You can learn more about Redis at http://redis.io and http://redislabs.com/ebook
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