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Course Outline

Day 1

Foundations of Data Products and Strategy
Introduction to Modern Data Products for Government
Data Products vs. Traditional Data Systems
Data as a Strategic Asset for Government Operations
Key Components of a Data Product Ecosystem for Government
Identifying Public Sector Problems Suitable for Data Products
Data Product Lifecycle Overview (From Ideation to Scaling)
Case Studies: Successful Data Products in Government and Industry

Day 2

Data Product Design & Architecture for Government
Principles of Data Product Design for Public Sector Use
Understanding User Personas and Data Consumers in Government
Data Architecture Models (Centralized vs. Data Mesh vs. Hybrid) for Government
Designing Scalable Data Pipelines for Government Applications
Data Modeling for Analytics and Operational Use in Government
APIs and Data Accessibility Layers for Government Services
Cloud Infrastructure for Data Products (AWS / Azure / GCP Overview for Government)

Day 3

Data Engineering & Implementation for Government
Data Ingestion Methods (Batch vs. Streaming) for Government Use
ETL vs. ELT Frameworks in Government Applications
Building Reliable Data Pipelines for Government Operations
Data Storage Solutions (Data Lakes, Warehouses, Lakehouse) for Government
Data Transformation and Orchestration Tools for Government
Introduction to Real-Time Data Processing for Government Services
Hands-on Lab: Building a Simple Data Pipeline for Government

Day 4

Analytics, AI Integration & Governance for Government
Embedding Analytics into Data Products for Government Use
Dashboards, KPIs, and Decision Intelligence in Government Operations
Introduction to AI/ML in Data Products for Government Services
Recommendation Systems and Predictive Models for Government Applications
Data Quality Management and Monitoring for Government
Data Governance, Privacy, and Compliance (GDPR Concepts Overview) for Government
Ensuring Trust, Security & Reliability in Data Products for Government

Day 5

Deployment, Scaling & Productization for Government
Productizing Data Solutions for End Users in Government
Deployment Strategies and CI/CD for Data Products in Government Operations
Monitoring, Performance Optimization & Scaling for Government Data Products
Data Product Lifecycle Management in Government Organizations
Monetization Strategies for Data Products in the Public Sector
Future Trends: Generative AI & Autonomous Data Products for Government
Capstone Project Presentation & Feedback Session for Government

Requirements

  • A foundational understanding of data concepts and business reporting is recommended for government professionals.
  • Familiarity with Excel or any basic data analysis tool is beneficial.
  • Awareness of how data supports informed decision-making processes will enhance the learning experience.
  • No advanced programming or technical background is required for this course.
  • An interest in data, analytics, and digital product development is essential for maximizing engagement and application of knowledge.
 35 Hours

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