Cloud Performance Tuning and Cost Optimization for Entry-Level Data Engineers
Master the essential skills to optimize cloud data pipelines for peak performance and cost efficiency, leveraging cloud-native tools and FinOps principles.
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Cloud Fundamentals and Cost Drivers
Unit 1: Cloud Computing Basics for Data Engineers
Cloud: What & Why?
IaaS, PaaS, SaaS Explained
Cloud for Data Engineers
Unit 2: Understanding Cloud Cost Drivers
The Cost of Compute
Storage & Network Costs
Managed Services & More
Unit 3: Cloud Cost Management Tools
Meet Your Cost Explorer
Analyzing Cloud Spend
Optimizing Cloud Data Workflows
Unit 1: Compute Optimization Strategies
Right-Sizing Compute
Scaling for Efficiency
Spot Instances & Reserved
Unit 2: Storage Optimization Techniques
Tiered Storage & Lifecycle
Data Compression & Dedupe
Unit 3: Network & Service Optimization
Taming Data Transfer Costs
Choosing Cloud Data Services
Unit 4: FinOps in Data Engineering
FinOps for Data Engineers