SamuelTillman/infra-ops-academy

## 📑 目录 [如何使用本仓库](#-how-to-use-this-repo) | [技能路径](#-skill-tracks) | [认证快速参考](#-certification-quick-reference) | [节省开支](#-saving-money-on-certifications) | [免费或低成本资源](#-free-or-low-cost-resources) | [推荐阅读](#-recommended-reading) | [社区](#-community) | [贡献](#-contributing) | [许可证](#-license) **技能路径：** [1. 技术基础](#1-tech-fundamentals) | [2. Linux 管理](#2-linux-administration) | [3. Git 与 SCM](#3-git--source-control-management) | [4. 脚本与自动化](#4-scripting--automation) | [5. 云平台](#5-cloud-platforms) | [6. 基础设施即代码](#6-infrastructure-as-code) | [7. CI/CD 流水线](#7-cicd-pipelines) | [8. 容器与 Kubernetes](#8-containers--kubernetes) | [9. 可观测性与监控](#9-observability--monitoring) | [10. 安全与 DevSecOps](#10-security--devsecops) | [11. AI 与机器学习](#11-ai--machine-learning) | [12. API 开发与测试](#12-api-development--testing) | [13. 项目管理与 ITSM](#13-project-management--itsm) ## 🎓 如何使用本仓库 1. 根据你的职业阶段选择一条**技能路径** 2. 按顺序学习**学习资源** 3. 准备好后考取**认证**以验证你的知识 4. 使用下方的**复选框**来跟踪你的进度（先 fork 本仓库！) ## 🚀 技能路径

1. 技术基础 — 3 项认证 | 约 $1,499

 **目标认证：** - [ ] [CompTIA A+ (Core 1 & Core 2)](https://www.comptia.org/certifications/a) — 每门考试约 $369（总计 $738） - [ ] [CompTIA Network+ (N10-009)](https://www.comptia.org/certifications/network) — 约 $369 - [ ] [CompTIA Security+ (SY0-701)](https://www.comptia.org/certifications/security) — 约 $392 **你将学到：** 硬件、操作系统、故障排除、网络架构、协议、IP 寻址、安全威胁与漏洞、事件响应、治理与合规

2. Linux 管理 — 3 项认证 | 约 $1,269

  **目标认证：** - [ ] [CompTIA Linux+ (XK0-005)](https://www.comptia.org/certifications/linux) — 约 $369 - [ ] [RHCSA (Red Hat Certified System Administrator)](https://www.redhat.com/en/services/certification/rhcsa) — 约 $450 - [ ] [RHCE (Red Hat Certified Engineer)](https://www.redhat.com/en/services/certification/rhce) — 约 $450 **你将学到：** Linux 系统管理、命令行、文件系统、用户管理、服务、Shell 脚本、使用 Ansible 进行自动化（RHCE）

3. Git 与源代码管理 — 2 项认证 | 约 $198

 **目标认证：** - [ ] [GitHub Foundations](https://resources.github.com/learn/certifications/) — 约 $99（入门级） - [ ] [GitHub Admin](https://resources.github.com/learn/certifications/) — 约 $99 **你将学到：** 使用 Git 进行版本控制、分支策略、Pull Request、GitHub 工作流、使用 Actions 进行 CI/CD、代码安全扫描、仓库管理

4. 脚本与自动化 — 2 项认证 | 约 $354

 **目标认证：** - [ ] [PCEP (Python Certified Entry-Level Programmer)](https://pythoninstitute.org/pcep) — 约 $59 - [ ] [PCAP (Python Certified Associate)](https://pythoninstitute.org/pcap) — 约 $295 **你将学到：** Python 基础、数据结构、脚本编写、自动化、使用 API、文件处理、错误处理、面向对象编程

5. 云平台 — 7 项认证 | 约 $1,400

 **你将学到：** 云计算概念、核心服务（计算、存储、网络、数据库）、身份与访问管理、成本优化、架构最佳实践 #### AWS 路径 **基础级：** - [ ] [AWS Certified Cloud Practitioner (CLF-C02)](https://aws.amazon.com/certification/certified-cloud-practitioner/) — $100 **助理级：** - [ ] [AWS Certified Solutions Architect – Associate (SAA-C03)](https://aws.amazon.com/certification/certified-solutions-architect-associate/) — $150 - [ ] [AWS Certified Developer – Associate](https://aws.amazon.com/certification/certified-developer-associate/) — $150 - [ ] [AWS Certified CloudOps Engineer – Associate](https://aws.amazon.com/certification/certified-cloudops-engineer-associate/) — $150 - [ ] [AWS Certified Data Engineer – Associate](https://aws.amazon.com/certification/certified-data-engineer-associate/) — $150 **专业级：** - [ ] [AWS Certified Solutions Architect – Professional](https://aws.amazon.com/certification/certified-solutions-architect-professional/) — $300 **专项级：** - [ ] [AWS Certified Advanced Networking – Specialty](https://aws.amazon.com/certification/certified-advanced-networking-specialty/) — $300

6. 基础设施即代码 — 2 项认证 | 约 $365.50

 **目标认证：** - [ ] [HashiCorp Terraform Associate (004)](https://developer.hashicorp.com/certifications/infrastructure-automation) — $70.50 - [ ] [HashiCorp Terraform Authoring and Operations Professional](https://developer.hashicorp.com/terraform/tutorials/pro-cert) — $295 **你将学到：** IaC 概念、Terraform CLI、Provider、Resource、状态管理、Module、高级模块设计、Workspaces、协作工作流、Sentinel 策略、生产模式

7. CI/CD 流水线 — 2 项认证 | 约 $399

  **目标认证：** - [ ] [GitHub Actions Certification](https://resources.github.com/learn/certifications/) — 约 $99 - [ ] [AWS Certified DevOps Engineer – Professional](https://aws.amazon.com/certification/certified-devops-engineer-professional/) — $300 **你将学到：** 构建/测试/部署自动化、流水线设计、工作流触发器、制品管理、Secrets 处理、部署策略、流水线安全

8. 容器与 Kubernetes — 4 项认证 | 约 $1,235

  **目标认证：** - [ ] [Docker Certified Associate (DCA)](https://training.mirantis.com/certification/dca-certification-exam/) — 约 $195 - [ ] [Kubernetes and Cloud Native Associate (KCNA)](https://training.linuxfoundation.org/certification/kubernetes-cloud-native-associate/) — $250 - [ ] [Certified Kubernetes Administrator (CKA)](https://training.linuxfoundation.org/certification/certified-kubernetes-administrator-cka/) — 约 $395 - [ ] [Certified Kubernetes Application Developer (CKAD)](https://training.linuxfoundation.org/certification/certified-kubernetes-application-developer-ckad/) — 约 $395 **你将学到：** 容器基础、Dockerfile、镜像管理、Kubernetes 架构、Pod、Deployment、Service、网络、存储、RBAC、集群管理

9. 可观测性与监控 — 8 项认证 | 约 $1,100

   **目标认证：** - [ ] [Prometheus Certified Associate (PCA)](https://training.linuxfoundation.org/certification/prometheus-certified-associate/) — 约 $250 - [ ] [Datadog Fundamentals](https://learn.datadoghq.com/pages/certification) — $100 - [ ] [Datadog Log Management Fundamentals](https://learn.datadoghq.com/pages/certification) — $100 - [ ] [Datadog APM & Distributed Tracing Fundamentals]() — $100 - [ ] [New Relic Verified Foundation (NVF)](https://learn.newrelic.com/page/new-relic-verified-foundation-nvf) — 免费 - [ ] [New Relic Certified APM Practitioner – Associate (APA)](https://learn.newrelic.com/page/new-relic-certified-apm-practitioner-associate-apa) — 完成基础课程后免费 - [ ] [New Relic Certified Performance Engineer – Professional (PEP)](https://learn.newrelic.com/page/new-relic-certified-performance-engineer-professional-pep) — $175 - [ ] [New Relic Certified Reliability Engineer – Professional (REP)](https://learn.newrelic.com/page/new-relic-certified-reliability-engineer-professional-rep) — $175 **你将学到：** 指标、日志和追踪（三大支柱）、PromQL、告警、仪表盘、分布式追踪、APM、SLI/SLO、事件响应工作流

10. 安全与 DevSecOps — 5 项认证 | 约 $1,643

   **目标认证：** - [ ] [GitHub Advanced Security](https://resources.github.com/learn/certifications/) — 约 $99 - [ ] [AWS Certified Security – Specialty](https://aws.amazon.com/certification/certified-security-specialty/) — $300 - [ ] [Kubernetes and Cloud Native Security Associate (KCSA)](https://training.linuxfoundation.org/certification/kubernetes-and-cloud-native-security-associate-kcsa/) — $250 - [ ] [Certified Kubernetes Security Specialist (CKS)](https://training.linuxfoundation.org/certification/certified-kubernetes-security-specialist/) — 约 $395 - [ ] [CCSP (Certified Cloud Security Professional)](https://www.isc2.org/certifications/ccsp) — $599 **你将学到：** 云架构、数据安全、平台与基础设施安全、应用安全、运维、法律与合规

11. AI 与机器学习 — 8 项认证 | 约 $1,325

  **目标认证：** - [ ] [AWS Certified AI Practitioner](https://aws.amazon.com/certification/certified-ai-practitioner/) — $100 - [ ] [AWS Certified Machine Learning Engineer – Associate](https://aws.amazon.com/certification/certified-machine-learning-engineer-associate/) — $150 - [ ] [AWS Certified Generative AI Developer – Professional](https://aws.amazon.com/certification/certified-generative-ai-developer-professional/) — $300 - [ ] [NVIDIA AI Infrastructure and Operations Associate (NCA-AIIO)](https://www.nvidia.com/en-us/learn/certification/) — $125 - [ ] [NVIDIA Generative AI with LLMs Associate (NCA-GENL)](https://www.nvidia.com/en-us/learn/certification/) — $125 - [ ] [NVIDIA Generative AI with LLMs Professional (NCP-GENL)](https://www.nvidia.com/en-us/learn/certification/) — $200 - [ ] [NVIDIA Agentic AI Professional (NCP-AAI)](https://www.nvidia.com/en-us/learn/certification/) — $200 #### Anthropic（因为我是粉丝） - [Anthropic Academy](https://anthropic.skilljar.com/) — 免费（包含结业证书） - [ ] [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) - [ ] [Claude 101](https://anthropic.skilljar.com/claude-101) - [ ] [AI Fluency: Framework & Foundations](https://anthropic.skilljar.com/ai-fluency-framework-foundations) - [ ] [Building with the Claude API](https://anthropic.skilljar.com/claude-with-the-anthropic-api) - [ ] [Introduction to Model Context Protocol](https://anthropic.skilljar.com/introduction-to-model-context-protocol) - [ ] [Model Context Protocol: Advanced Topics](https://anthropic.skilljar.com/model-context-protocol-advanced-topics) - [ ] [Introduction to Agent Skills](https://anthropic.skilljar.com/introduction-to-agent-skills) - [ ] [Claude with Amazon Bedrock](https://anthropic.skilljar.com/claude-in-amazon-bedrock) **你将学到：** AI/ML 基础、模型训练与部署、数据管道、特征工程、MLOps、负责任的 AI、基于云的 ML 服务、生成式 AI、LLM、Agentic AI、提示工程

12. API 开发与测试 — 5 项认证 | 约 $650

  **目标认证：** - [ ] [Postman API Fundamentals Student Expert](https://academy.postman.com/path/postman-api-fundamentals-student-expert) — 免费 - [ ] [Postman API Testing Path Certificate](https://academy.postman.com/page/course-catalog) — 免费 - [ ] [Postman Engineer Learning Path Certificate](https://academy.postman.com/page/course-catalog) — 免费 - [ ] [MuleSoft Integration & API Associate](https://training.mulesoft.com/certification) — $250 - [ ] [MuleSoft Certified Developer – Level 1](https://training.mulesoft.com/certification) — $400 **你将学到：** API 基础、REST 与 HTTP 方法、API 测试与自动化、Postman Collection 与 Environment、通过 CLI 集成 CI/CD、API 生命周期管理、集成模式、MuleSoft Anypoint Platform、API-led 连接

13. 项目管理与 ITSM — 5 项认证 | 约 $1,245

 **目标认证：** - [ ] [Atlassian Certified in Jira Administration for Cloud (ACP-120)](https://community.atlassian.com/learning/certifications) — 约 $249 - [ ] [Atlassian Certified in Confluence Administration for Cloud (ACP-220)](https://community.atlassian.com/learning/certifications) — 约 $249 - [ ] [Atlassian Certified in Managing Jira Service Projects for Cloud (ACP-420)](https://community.atlassian.com/learning/certifications) — 约 $249 - [ ] [Atlassian Certified in Cloud Organization Admin (ACP-520)](https://community.atlassian.com/learning/certifications) — 约 $249 - [ ] [Atlassian Certified in Managing Jira Projects for Cloud (ACP-620)](https://community.atlassian.com/learning/certifications) — 约 $249 **你将学到：** Jira 项目配置、工作流、看板（Scrum/Kanban）、Confluence 管理、IT 服务管理、事件与变更管理、SLA、云组织管理、用户配置、安全策略

## 📋 认证快速参考 | 认证 | 提供商 | 费用 | 难度 | |--------------|----------|------|------------| | CompTIA A+ (Core 1 & 2) | CompTIA | 约 $738 | 初级 | | CompTIA Network+ | CompTIA | 约 $369 | 初级 | | CompTIA Security+ | CompTIA | 约 $392 | 初级 | | CompTIA Linux+ | CompTIA | 约 $369 | 中级 | | RHCSA | Red Hat | 约 $450 | 中级 | | RHCE | Red Hat | 约 $450 | 高级 | | GitHub Foundations | GitHub | 约 $99 | 初级 | | AWS Cloud Practitioner | AWS | $100 | 初级 | | AWS AI Practitioner | AWS | $100 | 初级 | | Terraform Associate (004) | HashiCorp | $70.50 | 中级 | | Terraform Authoring & Ops Professional | HashiCorp | $295 | 高级 | | AWS Solutions Architect – Associate | AWS | $150 | 中级 | | AWS Developer – Associate | AWS | $150 | 中级 | | AWS CloudOps Engineer – Associate | AWS | $150 | 中级 | | AWS Data Engineer – Associate | AWS | $150 | 中级 | | AWS ML Engineer – Associate | AWS | $150 | 中级 | | Docker Certified Associate | Mirantis | 约 $195 | 中级 | | KCNA | Linux Foundation | $250 | 初级 | | KCSA | Linux Foundation | $250 | 初级 | | CKA | Linux Foundation | 约 $395 | 中级 | | CKAD | Linux Foundation | 约 $395 | 中级 | | Prometheus Certified Associate | Linux Foundation | 约 $250 | 中级 | | Datadog Fundamentals | Datadog | $100 | 中级 | | Datadog Log Management Fundamentals | Datadog | $100 | 中级 | | Datadog APM & Distributed Tracing Fundamentals | Datadog | $100 | 中级 | | New Relic Verified Foundation (NVF) | New Relic | 免费 | 初级 | | New Relic APM Practitioner – Associate | New Relic | 免费 | 中级 | | New Relic Performance Engineer – Professional | New Relic | $175 | 高级 | | New Relic Reliability Engineer – Professional | New Relic | $175 | 高级 | | AWS Solutions Architect – Professional | AWS | $300 | 高级 | | AWS DevOps Engineer – Professional | AWS | $300 | 高级 | | AWS Advanced Networking – Specialty | AWS | $300 | 高级 | | AWS Security – Specialty | AWS | $300 | 高级 | | CKS | Linux Foundation | 约 $395 | 高级 | | CCSP | ISC2 | $599 | 高级 | | AWS GenAI Developer – Professional | AWS | $300 | 高级 | | NVIDIA AI Infra & Ops Associate | NVIDIA | $125 | 中级 | | NVIDIA GenAI with LLMs Associate | NVIDIA | $125 | 中级 | | NVIDIA GenAI with LLMs Professional | NVIDIA | $200 | 高级 | | NVIDIA Agentic AI Professional | NVIDIA | $200 | 高级 | | GitHub Admin | GitHub | 约 $99 | 中级 | | GitHub Actions | GitHub | 约 $99 | 中级 | | GitHub Advanced Security | GitHub | 约 $99 | 中级 | | Anthropic Academy（所有课程） | Anthropic | 免费 | 初级 | | Postman API Fundamentals Student Expert | Postman | 免费 | 初级 | | Postman API Testing Path | Postman | 免费 | 中级 | | Postman Engineer Learning Path | Postman | 免费 | 中级 | | MuleSoft Integration & API Associate | MuleSoft | $250 | 中级 | | MuleSoft Certified Developer L1 | MuleSoft | $400 | 高级 | | Atlassian Managing Jira Projects (ACP-620) | Atlassian | 约 $249 | 中级 | | Atlassian Jira Administration (ACP-120) | Atlassian | 约 $249 | 中级 | | Atlassian Confluence Administration (ACP-220) | Atlassian | 约 $249 | 中级 | | Atlassian Managing JSM Projects (ACP-420) | Atlassian | 约 $249 | 中级 | | Atlassian Cloud Organization Admin (ACP-520) | Atlassian | 约 $249 | 高级 | ### 每条路径的总成本（所有认证） | 路径 | 认证数 | 总成本 | |-------|-------|------------| | 1. 技术基础 | 3 | 约 $1,499 | | 2. Linux 管理 | 3 | 约 $1,269 | | 3. Git 与 SCM | 2 | 约 $198 | | 4. 脚本与自动化 | 2 | 约 $354 | | 5. 云平台 (AWS) | 7 | 约 $1,400 | | 6. 基础设施即代码 | 2 | 约 $365.50 | | 7. CI/CD 流水线 | 2 | 约 $399 | | 8. 容器与 Kubernetes | 4 | 约 $1,235 | | 9. 可观测性与监控 | 8 | 约 $1,100 | | 10. 安全与 DevSecOps | 5 | 约 $1,643 | | 11. AI 与机器学习 | 8 | 约 $1,325 | | 12. API 开发与测试 | 5 | 约 $650 | | 13. 项目管理与 ITSM | 5 | 约 $1,245 | | **所有路径** | **56** | **约 $12,682.50** | ## 💸 节省认证开支 - **AWS：** 通过任何 AWS 认证后，下一次考试可享受 50% 折扣 - **Linux Foundation：** 经常对 CKA、CKAD、CKS、KCNA、KCSA 和 PCA 进行 30-50% 的促销（留意黑色星期五、网络星期一和 KubeCon 促销） - **Linux Foundation 套餐：** CKA + CKS 或 CKA + CKAD 套餐比单独购买节省约 $200 - **CompTIA：** 为学生提供学术定价；套餐（考试 + 培训）通常比单独购买更便宜 - **CompTIA：** 留意 CompTIA CertMaster 套餐和补考券 - **HashiCorp：** Terraform Associate 价格为 $70.50，是行业内便宜的认证之一 - **GitHub：** 所有四项 GitHub 认证均为 $99，并在 Microsoft Learn 上提供免费备考材料 - **ISC2：** CCSP 考试费用为 $599，但 ISC2 会员的年度会费包含学习资源 - **NVIDIA：** 提供免费的自定进度 DLI 课程用于备考；仅在参加考试时付费 - **雇主报销：** 许多公司承担认证费用 —— 自掏腰包前务必先询问 - **补考政策：** 在安排考试前检查每个提供商的补考政策 —— 有些套餐包含免费补考 ## 🆓 免费或低成本资源 #### 💻 免费课程与平台 - [freeCodeCamp](https://www.freecodecamp.org/) — 关于 Linux、Python、云、网络等的完整课程 - [freeCodeCamp YouTube](https://www.youtube.com/@freecodecamp) — 全套认证备考课程（AWS、Docker、Kubernetes、Terraform、Python 等） - [AWS Skill Builder](https://skillbuilder.aws/) — 免费 AWS 培训课程和考试准备（部分付费内容） - [Microsoft Learn](https://learn.microsoft.com/) — 免费 GitHub 认证备考和云培训 - [KodeKloud 免费版](https://kodekloud.com/) — 动手 DevOps 实验室（提供免费版） - [Anthropic Academy](https://anthropic.skilljar.com/) — 免费 AI/ML 和 Claude 课程，含结业证书 - [Google SRE Books](https://sre.google/books/) — 三本 SRE 书籍均可免费在线阅读 - [Linux Journey](https://linuxjourney.com/) — 从初学者到高级的免费交互式 Linux 学习 - [The Odin Project](https://www.theodinproject.com/) — 包含 Git 和命令行基础的免费全栈课程 - [edX](https://www.edx.org/) — 来自 MIT、Harvard 和 Linux Foundation 的免费课程（可选付费证书） - [Coursera](https://www.coursera.org/) — 来自 Google、IBM 和顶尖大学的免费旁听课程（可选付费证书） - [NVIDIA Deep Learning Institute](https://www.nvidia.com/en-us/training/) — 免费自定进度 AI/ML 课程 - [Cisco Networking Academy](https://www.netacad.com/) — 免费网络和网络安全课程 - [Professor Messer](https://www.professormesser.com/) — 免费 CompTIA A+、Network+ 和 Security+ 视频课程 - [AWS Workshops](https://workshops.aws/) — 免费引导式 AWS 动手研讨会 - [Red Hat Developer](https://developers.redhat.com/) — 免费 RHEL 开发者订阅和学习资源 - [Python.org Tutorial](https://docs.python.org/3/tutorial/) — 官方 Python 教程，永久免费 - [Postman Academy](https://academy.postman.com/) — 免费 API 基础、测试和自动化课程，含证书 #### 📺 YouTube 频道 - [NetworkChuck](https://www.youtube.com/@NetworkChuck) — 网络、Linux、云和网络安全 - [TechWorld with Nana](https://www.youtube.com/@TechWorldwithNana) — DevOps、Kubernetes、Docker、Terraform - [KodeKloud](https://www.youtube.com/@KodeKloud) — Kubernetes、Docker、Ansible、Terraform - [Learn Linux TV](https://www.youtube.com/@LearnLinuxTV) — Linux 管理和家庭实验室搭建 - [John Savill](https://www.youtube.com/@NTFAQGuy) — 云架构和认证备考 - [Adrian Cantrill](https://www.youtube.com/@adriancantrill) — AWS 深入解析和认证指导 - [Jeff Geerling](https://www.youtube.com/@JeffGeerling) — Ansible、Raspberry Pi、自托管、家庭实验室 - [Professor Messer](https://www.youtube.com/@professormesser) — CompTIA A+、Network+、Security+ 完整课程 - [Fireship](https://www.youtube.com/@Fireship) — 快节奏技术解说和 DevOps 概念 - [DevOps Toolkit](https://www.youtube.com/@DevOpsToolkit) — Kubernetes、GitOps、平台工程 - [That DevOps Guy (Marcel Dempers)](https://www.youtube.com/@introdockercode) — Docker、Kubernetes 和云原生演示 - [Mumshad Mannambeth](https://www.youtube.com/@introdockercode) — CKA、CKAD 备考和 Kubernetes 深入解析 #### 🧪 模拟考试与实验室 - [Killer.sh](https://killer.sh/) — CKA、CKAD、CKS 模拟考试（购买 Linux Foundation 考试时包含） - [AWS Well-Architected Labs](https://wellarchitectedlabs.com/) — 免费动手 AWS 实验室 - [Play with Docker](https://labs.play-with-docker.com/) — 浏览器中的免费 Docker 沙箱 - [Play with Kubernetes](https://labs.play-with-k8s.com/) — 浏览器中的免费 Kubernetes 沙箱 - [HashiCorp Learn](https://developer.hashicorp.com/terraform/tutorials) — 免费 Terraform 教程和实验室 - [Killercoda 上的 Katacoda 替代品](https://killercoda.com/) — 免费交互式 DevOps 场景（Linux、K8s、Docker、Git） - [OverTheWire](https://overthewire.org/wargames/) — 免费 Linux 和安全挑战（非常适合初学者） - [sadservers.com](https://sadservers.com/) — 免费 Linux 故障排除场景（类似系统管理员的 LeetCode） - [Datadog Learning Center](https://learn.datadoghq.com/) — 免费 Datadog 课程和认证准备 - [New Relic University](https://learn.newrelic.com/) — 免费可观测性培训和认证准备 ## 📚 推荐阅读 #### DevOps 与文化 - [*The Phoenix Project*](https://www.amazon.com/Phoenix-Project-DevOps-Helping-Business/dp/1942788290) — Gene Kim, Kevin Behr, George Spafford - [*The Unicorn Project*](https://www.amazon.com/Unicorn-Project-Developers-Disruption-Thriving/dp/1942788762) — Gene Kim - [*The DevOps Handbook*](https://www.amazon.com/DevOps-Handbook-World-Class-Reliability-Organizations/dp/1950508404) — Gene Kim, Jez Humble, Patrick Debois, John Willis - [*Accelerate*](https://www.amazon.com/Accelerate-Software-Performing-Technology-Organizations/dp/1942788339) — Nicole Forsgren, Jez Humble, Gene Kim - [*The Goal*](https://www.amazon.com/Goal-Process-Ongoing-Improvement/dp/0884271951) — Eliyahu M. Goldratt - [*Beyond the Phoenix Project*](https://www.amazon.com/Beyond-Phoenix-Project-Evolution-Audiobook/dp/B07B76MQNY) — Gene Kim, John Willis #### 站点可靠性工程 - [*Site Reliability Engineering*](https://sre.google/sre-book/table-of-contents/) — Google（免费在线） - [*The Site Reliability Workbook*](https://sre.google/workbook/table-of-contents/) — Google（免费在线） - [*Building Secure & Reliable Systems*](https://sre.google/static/pdf/building_secure_and_reliable_systems.pdf) — Google（免费在线） - [*Seeking SRE*](https://www.amazon.com/Seeking-SRE-Conversations-Running-Production/dp/1491978864) — David N. Blank-Edelman #### 系统与网络 - [*The Linux Command Line*](https://linuxcommand.org/tlcl.php) — William Shotts（免费在线） - [*UNIX and Linux System Administration Handbook*](https://www.amazon.com/UNIX-Linux-System-Administration-Handbook/dp/0134277554) — Evi Nemeth et al. - [*TCP/IP Illustrated, Volume 1*](https://www.amazon.com/TCP-Illustrated-Protocols-Addison-Wesley-Professional/dp/0321336313) — W. Richard Stevens #### 云与基础设施 - [*Terraform: Up & Running*](https://www.amazon.com/Terraform-Running-Writing-Infrastructure-Code/dp/1098116747) — Yevgeniy Brikman - [*Kubernetes Up & Running*](https://www.amazon.com/Kubernetes-Running-Dive-Future-Infrastructure/dp/1098110205) — Brendan Burns, Joe Beda, Kelsey Hightower - [*Docker Deep Dive*](https://www.amazon.com/Docker-Deep-Dive-Nigel-Poulton/dp/1916585256) — Nigel Poulton - [*AWS Certified Solutions Architect Study Guide*](https://www.amazon.com/Certified-Solutions-Architect-Study-Guide/dp/1119982626) — Ben Piper, David Clinton #### CI/CD 与自动化 - [*Continuous Delivery*](https://www.amazon.com/Continuous-Delivery-Deployment-Automation-Addison-Wesley/dp/0321601912) — Jez Humble, David Farley - [*Python Crash Course*](https://www.amazon.com/Python-Crash-Course-Eric-Matthes/dp/1718502702) — Eric Matthes - [*Automate the Boring Stuff with Python*](https://automatetheboringstuff.com/) — Al Sweigart（免费在线） #### 安全 - [*The Web Application Hacker's Handbook*](https://www.amazon.com/Web-Application-Hackers-Handbook-Exploiting/dp/1118026470) — Dafydd Stuttard, Marcus Pinto - [*Security Engineering*](https://www.cl.cam.ac.uk/~rja14/book.html) — Ross Anderson（免费在线） #### AI 与机器学习 - [*Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow*](https://www.amazon.com/Hands-Machine-Learning-Scikit-Learn-TensorFlow/dp/1098125975) — Aurélien Géron - [*Designing Machine Learning Systems*](https://www.amazon.com/Designing-Machine-Learning-Systems-Production-Ready/dp/1098107969) — Chip Huyen ## 🌐 社区 与同路人交流： #### Reddit - [r/devops](https://www.reddit.com/r/devops/) — DevOps 讨论、职业建议和工具 - [r/sysadmin](https://www.reddit.com/r/sysadmin/) — 系统管理和基础设施 - [r/kubernetes](https://www.reddit.com/r/kubernetes/) — Kubernetes 新闻、问题和最佳实践 - [r/aws](https://www.reddit.com/r/aws/) — AWS 服务、架构和认证 - [r/terraform](https://www.reddit.com/r/Terraform/) — Terraform 和 IaC 讨论 - [r/netsec](https://www.reddit.com/r/netsec/) — 信息安全新闻和讨论 - [r/CompTIA](https://www.reddit.com/r/CompTIA/) — CompTIA 认证学习和技巧 #### Discord 与 Slack - [KubeCon + CloudNativeCon Slack](https://slack.cncf.io/) — CNCF 社区（Kubernetes、Prometheus 等） - [DevOps Discord](https://discord.gg/devops) — 通用 DevOps 社区 - [HashiCorp Community](https://discuss.hashicorp.com/) — Terraform、Vault 和 HashiCorp 工具 - [AWS Community Builders](https://aws.amazon.com/developer/community/community-builders/) — AWS 同行学习计划 #### 播客 - *DevOps Paradox* — DevOps 实践与文化 - *Kubernetes Podcast from Google* — 每周 Kubernetes 新闻 - *AWS Podcast* — AWS 服务和客户故事 - *CloudSecPod* — 云安全讨论 ## 🤝 贡献 发现了很好的资源或认证路径？提交 PR 或 Issue。请确保： - 资源免费或定价清晰 - 积极维护且保持最新 - 映射到相关的技能路径或认证 完整指南请参阅 [CONTRIBUTING.md](CONTRIBUTING.md)。 ## ⭐ 支持本项目 如果你觉得这个项目有用，请考虑： - **给本仓库加星** —— 帮助其他人发现它 - **分享** —— 发布到 Reddit、LinkedIn、Twitter/X 或你喜欢的 Discord - **贡献** —— 提交包含新认证、资源或更正的 PR - **提交 Issue** —— 建议新路径、标记过时信息或请求新功能 ## 📄 许可证 本项目基于 [MIT License](LICENSE) 授权。

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