Course outline

IBM Netezza Analytics for Data Scientists – Using R and NZSQL

Categories: Guaranteed To Run™, IBM

GK IBM LS Partner

Duration: 2 Days

IBM Netezza Analytics provides a game-changing experience for Data Scientists by allowing data miners and quantitative analysts to leverage all the data while still achieving high performance throughout the entire modeling cycle - from data prep through exploratory data analysis through to model scoring and deployment. By leveraging the massively parallel processing architecture of an IBM Netezza Appliance, analytics can be performed in-database so that there is no superfluous data movement. This harnesses the full power of IBM Netezza Appliance and allows data miners and quantitative analysts to greatly reduce the time to build and deploy/score a model in a single environment while leveraging increasing massive data sets and shrinking the time from model concept to deployment.

This course will focus on how to effectively leverage the IBM Netezza Analytics platform to build, test and score analytic models in-database. You will learn how to leverage:

  • In-Database Analytics fully scalable and parallelized in-database analytics package,
  • Enterprise R, the statistical language, that runs on Netezza.
  • Matrix Engine, a parallelized, linear algebra package.

You should have:

  • Basic understanding of using advanced analytics (statistics, data mining, etc.) in business problem solutions
  • Working knowledge of R and/or SQL

This advanced course is for analytic modelers including: data miners, quantitative analysts and statisticians.

  • Overview IBM Netezza Architecture
  • Getting Started with IBM Netezza Analytics
  • Data Exploration
  • Data Mining with IBM Netezza Analytics using unsupervised learning
  • Data Mining with IBM Netezza Analytics using supervised learning
  • Manipulating large matrices in database
  • Working with User Defined Analytical Processes
This course is delivered by an authorized IBM Global Training Provider.
  • Guaranteed to Run™. This ensures you will attend the instructor led class or live online class you want as scheduled without any disruptive cancellations*. You book the training you need, get back to focusing on your job and are sure your training requirements will be met saving time, money and ensuring peace of mind.
  • This schedule icon the schedule indicates that this date/time will be conducted as Instructor Led Training (ILT) or a Virtual Instructor Led Training (VILT) depending on the indicated class availablity.
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