Tech Overview Part 1: Architecture

Content
10 modules

Difficulty
Intermediate

Course length
75 mins

Instructor
Leo Schuman

Released
05 May 2022

Price
Free + Sales tax

Description

This is designed for anyone familiar with enterprise data management, but new to Infoworks, and seeking to understand its major features, functions, architecture, and roles within a hybrid, multi-cloud data ecosystem.

Objectives

Risks and benefits in modern data architecture

  • Compare Cloud Data Warehouses and Cloud Data Lakes
  • Identify sources of limitation and complexity
  • Identify how automation and abstraction solve these issues

Infoworks Architecture: Feature layers and categories, environment abstraction

  • Survey Infoworks functional layers
  • Define Infoworks categories and features
  • Survey elements of an abstract data environment: CDL and CDW

Infoworks Architecture: Cloud Data Lake - Ingestion

  • Full refresh vs incremental (CDC) ingestion
  • Sync to target
  • Ingestion configuration features

Infoworks Architecture: Cloud Data Lake - Transformation

  • Transformation pipeline creation and role
  • Transformation types
  • Sources and targets

Infoworks Architecture: Cloud Data Warehouse - Ingestion & Transformation

  • CDW vs CDL data environments
  • CDW ingestion architecture
  • CDW transformation architecture

Infoworks Architecture: Replicator - Migration & Synchronization from Onsite Hadoop

  • Replication from Onsite Hadoop
  • Data and Metadata migration with Infoworks Replicator
  • Workload migration with Infoworks Platform for Unified Platform

Configuring a Data Environment

  • Comparing CDL and CDW data environment configuration
  • Survey CDL data environment configuration
  • Distinguish CDW data environment configuration

Certificate

By completing/passing this course, you will attain the certificate PTC Course Certificate

1.
Learning Objectives - Architectural Overview 5.2
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2.
Risks and benefits in modern data architecture
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3.
Feature layers and categories, environment abstraction
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4.
Cloud Data Lake: Ingestion
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5.
Cloud Data Lake: Transformation
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6.
Cloud Data Warehouse: Ingestion & Transformation
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7.
Infoworks Replicator: Migration & Synchronization from Onsite Hadoop
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8.
Configuring a Data Environment
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9.
Quiz - Architectural Overview 5.2
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10.
End of Course Survey
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