InfoSphere BigMatch v11.4 for Apache Hadoop (ZZ850G) Training

Live Online & Classroom Enterprise Certification Training

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.

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What is InfoSphere BigMatch v11.4 for Apache Hadoop (ZZ850G) Certification Training about?

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.

What are the objectives of InfoSphere BigMatch v11.4 for Apache Hadoop (ZZ850G) Certification Training ?

Understand the capabilities of the Probabilistic Matching Engine
Understand how the Probabilistic Matching engine is used with Big Insights to solve certain use cases.
Understand the technical framework of the Big Match solution and how member data is derived, bucketed and compared to produce a complete entity from multiple data sets.
Create a project and data model using the Big Match Console
Configure the HBase tables that will be used in a Big Match solution
Configure an algorithm using he Big Match console that includes Standardization, Comparison and Bucketing functions.
Set up Strings for Anonymous value, Equivalency values, Frequency values, and character maps using the Big Match console
Set up and run the Weight Generation process
Evaluate and set thresholds for the algorithm
Deploy a new algorithm to Big Match
Evaluate Entity results and reconfigure algorithm based on evaluation. E.g. Large Buckets, Large Entities, Member not belonging to any buckets, etc

Who is InfoSphere BigMatch v11.4 for Apache Hadoop (ZZ850G) Certification Training for?

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.

What are the prerequisites for InfoSphere BigMatch v11.4 for Apache Hadoop (ZZ850G) Certification Training?

This course has no pre-requisites.

Available Training Modes

Live Online Training

12 Hours

Classroom Training

2 Days

Course Outline Expand All

Expand All

Unit : 1 Introduction to Big Match for Apache Hadoop

What is Big Match

How Big Match Works

Big Match Components

Big Match Architecture

Unit :2 Big Match Data Model Definition

Members

Attribute Types

Member Attributes

Sources

Information Sources

Unit : 3 PME Algorithm

Standardization

Bucketing

Comparison Functions

Unit : 4 Bucket Analysis

Bucket Optimization

Bucket Concerns

Unit : 5 Weights

String Weights

Numeric Weights

Multi-dimensional Weights

Troubleshooting Weights

Unit : 6 HBase Tables

HBase concepts

Big Match commands

Big Match Tables (.pmebktidx, .pmemdmidx, .pmeentidx)

Best Practices

Unit : 7 BigMatch Applications

PME Derive

PME Compare

PME Link

PME Analysis

Who is the instructor for this training?

The Trainer is IBM certified Instructor with extensive domain experience, including years of experience training & mentoring professionals in the industry.

InfoSphere BigMatch v11.4 for Apache Hadoop (ZZ850G) Certification Training - Certification & Exam

SpringPeople is the Authorized Training Partner of IBM through Tech Data
For any queries, feel free to reach us at ibm@springpeople.com

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