Course outline

InfoSphere BigMatch v11.4 for Apache Hadoop

Categories: Guaranteed To Run™, IBM

GK IBM LS Partner

Duration: 2 Days

The IBM InfoSphere Big Match on Hadoop course will introduce students to the Probabilistic Matching Engine (PME) and how it can be used to resolve and discover entities across multiple data sets in Hadoop.   Students will learn the basics of a PME algorithm including data model configuration, standardization, comparison and bucketing functions, weight generation, and threshold. During the exercises, the student will work on a large use case, where they will apply their knowledge of Big Match to discover relationships be two data sets that can be used to understand the full view of the member data.

This course has no pre-requisites.

The course is designed for a technical audience that will be setting up a custom algorithm for the Probabilistic Matching Engine to use Big Match on Apache Hadoop to compare, match and/or search member records across multiple data sets.

1. Introduction to Big Match for Apache Hadoop  - What is Big Match  - How Big Match Works  - Big Match Components  - Big Match Architecture 2. Big Match Data Model Definition  - Members  - Attribute Types  - Member Attributes  - Sources  - Information Sources 3. PME Algorithm  - Standardization  - Bucketing  - Comparison Functions 4. Bucket Analysis  - Bucket Optimization  - Bucket Concerns 5. Weights  - String Weights  - Numeric Weights  - Multi-dimensional Weights  - Troubleshooting Weights 6. HBase Tables  - HBase concepts  - Big Match commands  - Big Match Tables (.pmebktidx, .pmemdmidx, .pmeentidx)  - Best Practices 7. BigMatch Applications  - PME Derive  - PME Compare  - PME Link  - PME Analysis

 

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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