MLOps Literature

  1. 12 Factors - The Twelve-Factor App is a methodology for building scalable and portable SaaS applications. It emphasizes best practices like maintaining a single codebase, isolating dependencies, storing configuration in the environment, treating services as replaceable resources, and enabling fast, stateless, and resilient deployments across consistent environments.

  2. Designing data-intensive applications reliable maintainable

    1. medium

  3. Google SRE

    1. Site Reliability Engineering

    2. Site Reliability Workbook

  4. Designing Distributed systems patterns paradigms

  5. Building Microservices: Designing Fine-Grained Systems

  6. Jez Humble

    1. Accelerate software performing organizations

    2. DevOps Handbook.

    3. Continuous delivery deployment

    4. Lean Enterprise

  7. Clean code (java) first chapters are good

  8. Clean code in Python

    1. Medium

    2. git

  9. Domain-Driven Design

  10. The complete python course

  11. pyVideo

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