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37 - ITC - Information Technology - Miscellaneous

ITC 172 - HPCC Systems: The Complete Guides

Code	Start Date	Duration	Venue
ITC 172	11 November 2024	5 Days	Istanbul	Registration Form Link
ITC 172	16 December 2024	5 Days	Istanbul	Registration Form Link

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Course Description

HPCC Systems offers an enterprise ready, open source supercomputing platform to solve big data problems. As compared to Hadoop, the platform offers analysis of big data using less code and less nodes for greater efficiencies and offers a single programming language, a single platform and a single architecture for efficient processing. HPCC Systems is a technology division of LexisNexis Risk Solutions.

The HPCC Systems architecture incorporates the Thor and Roxie clusters as well as common middleware components, an external communications layer, client interfaces which provide both end-user services and system management tools, and auxiliary components to support monitoring and to facilitate loading and storing of filesystem data from external sources. An HPCC environment can include only Thor clusters, or both Thor and Roxie clusters. Each of these cluster types is described in more detail in the following sections below the architecture diagram.

Course Objectives

Introducing HPCC systems for managers
Learning about HPCC systems installation and startup
Introducing ECL concepts and queries
Exploring machine learning with HPCC systems

Who Should Attend?

Business and IT professionals
Data analysts
Data Engineers
Individuals who have no knowledge or experience in data engineering

Course Details/Schedule

Day 1

Introduction and History
The Open Source Decision and HPCC Overview
HPCC Case Studies
HPCC Components
HPCC Clusters
The ECL Language

Day 2

Using the THOR Cluster
Using the ECL Agent
Using the ROXIE Cluster
Spraying and Despraying
HPCC System Servers
HPCC Client Tools and Glossary

Day 3

Initial Setup-Single Node
Configuring a Multi-Node System
Starting and Stopping
Configuring HPCC Systems for Authentication
User Security Maintenance
Configuring ESP Server to use HTTPS (SSL)
Configuring SSL for Roxie

Day 4

HPCC Systems Overview (Thor and ROXIE)
Introduction to ECL Concepts and Syntax
Using the ECL IDE and ECL Watch programming tools
Flat and CSV File Sprays
Defining Files (RECORD/DATASET)
Record Filtering
Basic Definition Types – Boolean, Value, Set, Recordset
Creating Simple ECL Queries
Managing your ECL Code
Despraying Files
Principles of ETL in ECL
The TABLE Function (Memory Tables)
TRANSFORM Functions (PROJECT, etc.)
Data Hygiene (Cleaning and Standardization)
Lookup Tables
OUTPUT to Disk Files
Simple JOINs

Day 5

Introduction to Machine Learning
A Learning Tree Tutorial
Using the Myriad Interface
Introduction to Deep Learning
Generalized Neural Network (GNN) Tutorial
Using the KMeans Bundle
Using the DBSAN Bundle

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SAHARA Group Training and Consultancy INC (in Turkish: SAHARA Group Eğitim ve Danışmanlık AŞ)

Tax Office: Beyoğlu (Istanbul/Turkiye,Tax No: 7390525151 (Vergi Dairesi: Beyoğlu (İstanbul), Vergi No: 7390525151)

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37 - ITC - Information Technology - Miscellaneous

ITC 172 - HPCC Systems: The Complete Guides

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Course Objectives

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