IBM Netezza Analytics for Data Scientists - Using R and NZSQL
IBM Netezza Analytics provides a breakthrough experience for data scientists, enabling data miners and quantitative analysts to leverage all data while maintaining high performance throughout the modeling cycle - from data preparation, to data mining analysis, to model evaluation and deployment. Using IBM Netezza Appliance's massively parallel processing architecture, analysis can be performed in the database, so there is no unnecessary data movement. This leverages the full power of IBM Netezza Appliance and allows data miners and quantitative analysts to significantly reduce the time to create and deploy/evaluate a model in a single environment, while taking advantage of growing massive data sets and reducing the time from model conception to deployment.
Issues
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Understand how Netezza architecture and parallel processing capabilities support modeling and analysis paradigms in large data sets
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Understand the data mining method in the context of use cases to solve common business problems
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Applying new approaches to modeling and analysis made possible by IBM Netezza Analytics
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Calling Netezza Analytics data mining methods and statistical functions using the R client and/or Netezza SQL (NZSQL)
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Convert existing R statistical modules/functions to use the Netezza platform
Who is this training for?
Prerequisites
- Basic knowledge of using advanced analytics (statistics, data mining, etc.) in solving business problems
- Practical knowledge of R and/or SQL
Training program
IBM Netezza architecture overview
- Getting started with IBM Netezza Analytics
- Data mining
- Data mining with IBM Netezza Analytics using unsupervised learning
- Data mining with IBM Netezza Analytics using supervised learning
- Manipulating large arrays in a database
- Work with user-defined analytical processes
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
What are the prerequisites for this training?
For IBM Netezza Analytics for Data Scientists - Using R and NZSQL we recommend: Basic knowledge of using advanced analytics (statistics, data mining, etc.) in solving business problems; Practical knowledge of R and/or SQL.
What is the format and duration of this training?
The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.
Who is this training designed for?
This training is designed for: This advanced course is designed for those involved in analytical modeling, including: data explorers, quantitative analysts and statisticians.
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