Overview

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You'll gain the expertise to architect, secure, and optimize enterprise-grade cloud data warehouses that perform reliably at scale. This comprehensive course integrates critical infrastructure management skills—from automated resource provisioning to disaster recovery planning—preparing you for senior data engineering and platform engineering roles. You'll apply Infrastructure as Code to build production systems, implement role-based access controls to protect sensitive data, and conduct root cause analysis to prevent costly system failures. What makes this course unique is its focus on real-world operational challenges: you'll diagnose performance bottlenecks, forecast capacity requirements, and design cross-region backup strategies that meet stringent business continuity standards. By combining hands-on technical skills with strategic planning capabilities, you'll be equipped to drive both system reliability and cost optimization—competencies that are increasingly valuable as organizations scale their data operations in the cloud.

Syllabus

Resource Management Techniques

You will learn the foundational skills needed to configure and monitor SQL warehouse resource pools that prevent query bottlenecks and ensure consistent performance across diverse workloads.

Data Security Analysis

You will develop expertise in conducting systematic security audits of data permissions to identify and remediate security vulnerabilities in enterprise database environments.

Root Cause Analysis

You will learn systematic post-mortem analysis techniques to evaluate system failures and develop actionable prevention strategies that strengthen infrastructure reliability.

Apply Automated Backup and Restore Procedures with Checksum Verification

You will implement and validate automated database backup systems with integrity verification to ensure reliable data protection in production environments.

Analyze Database Performance to Diagnose and Resolve Lock Contention

You will systematically diagnose database performance issues by analyzing lock contention patterns and implementing targeted resolution strategies for high-concurrency environments.

Evaluate Growth Trends to Produce Capacity-Planning Forecasts

You will analyze historical database growth patterns and create data-driven capacity forecasts that support proactive infrastructure planning and budget decisions.

Apply Infrastructure as Code (IaC) to provision a cloud data warehouse

You will learn the fundamentals of Infrastructure as Code by creating and deploying Terraform configurations that automatically provision complete cloud data warehouse environments with proper policies and security controls.

Analyze infrastructure cost versus performance across compute and storage options

You will learn systematic cost-performance analysis by executing TPC-DS benchmarks across different warehouse configurations and creating data-driven recommendations for optimal infrastructure sizing.

Create a cross-region disaster recovery architecture with a 15-minute Recovery Point Objective

You will architect comprehensive disaster recovery systems by implementing cross-region replication, automated failover mechanisms, and recovery procedures that meet stringent 15-minute Recovery Point Objectives for business continuity.

Project: Cloud SQL Infrastructure, Security, and Reliability

You create a comprehensive cloud data warehouse infrastructure project that integrates security management, performance optimization, and disaster recovery planning. This project synthesizes advanced SQL infrastructure skills to build a production-ready data platform with automated backup systems and cross-region resilience.