Establish DataOps - Prepare for operation-Introduction and Overview
Introducing the DataOps Methodology
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DataOps Methodology Phases
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Course Structure and Learning Objectives
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DataOps Case Study
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Introduction to AI Ladder and DataOps Capabilities
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Establish DataOps - Prepare for operation-Establish Data Strategy
Data Strategy Overview
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Data Strategy Considerations
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Data Strategy Case Study
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Establish DataOps - Prepare for operation-Establish Team
Establish Team Introduction
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Team Roles and Responsibility
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Team Organizational Structure
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Establish DataOps – Optimize for operation-Establish Toolchain
What is DataOps Toolchain?
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DataOps Toolchain in Practice
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Establish DataOps – Optimize for operation-Establish Baseline
Establish Baseline Introduction
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Models and Operating Standards
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Glossary and Catalog
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Policies and Rules
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Establish DataOps – Optimize for operation-Establish Business Priorities
Measuring Business Value
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Defining Data Task KPIs
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Prioritizing a Data Task
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Configuring Data Sprints
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Iterate DataOps - Know your data-Discover
Discover
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Iterate DataOps - Know your data-Classify
Classify
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Iterate DataOps – Trust your data-Manage Qualities & Entities
What is Data Quality?
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Data Quality Framework
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Case Study
Iterate DataOps – Trust your data-Manage Policies
Manage Policies
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Iterate DataOps – Use your data-Self Service
Self Service
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Iterate DataOps – Use your data-Manage Movement & Integration
Data Movement and Integration Considerations
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Data Movement and Integration in Practice
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Case Study
Iterate DataOps – Use your data-Lesson 3 - Improve/Complete
Improve/Complete
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Improve DataOps-Review and Refine DataOps
Review and Refine DataOps
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Summary & Final Exam-DataOps Methodology Summary
DataOps Methodology Summary
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