Cost Effective Data Pipelines 4th Edition by Sev Leonard ISBN 9781492098645 1492098647

Cost Effective Data Pipelines 4th Edition by Sev Leonard – Ebook PDF Instant Download/Delivery: 9781492098645 ,1492098647
Full download Cost Effective Data Pipelines 4th Edition after payment

Product details:

ISBN 10: 1492098647
ISBN 13: 9781492098645
Author: Sev Leonard

Cost Effective Data Pipelines 4th Edition Table of contents:

• Preface

  • Who This Book Is For

  • What You Will Learn

  • What This Book Is Not

  • Running Example

  • Conventions Used in This Book

  • Using Code Examples

  • Acknowledgments 

• Chapter 1: Designing Compute for Data Pipelines

  • Exploring cloud compute options: availability, capacity, spot instances, discounts

  • Requirements gathering and benchmarking for right-sizing 

• Chapter 2: Responding to Changes in Demand by Scaling Compute

  • Identifying scaling opportunities, scaling mechanics, common pitfalls 

• Chapter 3: Data Organization in the Cloud

• Chapter 4: Economical Pipeline Fundamentals

  • Concepts like idempotency, checkpointing, retries, data validation 

• Chapter 5: Setting Up Effective Development Environments

  • Local vs. cloud, containers, dependency reduction 

• Chapter 6: Software Development Strategies

  • Modular and configurable code design; managing multiple environments 

• Chapter 7: Unit Testing

  • Testing data logic, connections, observability, cloud components

• Chapter 8: Mocks

  • Mocking services, databases; using Moto for AWS mocks

• Chapter 9: Data for Testing

  • Live vs synthetic data, manual and automated generation, property-based testing

• Chapter 10: Logging

  • Cost implications, best practices for efficient logging 

• Chapter 11: Finding Your Way with Monitoring

  • System, resource, performance and query-level monitoring; minimizing costs 

• Chapter 12: Essential Takeaways

  • Key strategies for cost control, change management, and prevention

• Appendix A: Preparing a Cloud Budget

  • Budget estimation, communication, historical vs. new project breakdowns

People also search for Cost Effective Data Pipelines 4th Edition:

cost effective data pipelines pdf
    
how many companies shared the cost of constructing the pipeline
    
data pipeline strategy
    
data pipelines explained
    
examples of data pipelines

Tags: Sev Leonard, Cost Effective, Data Pipelines