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之前发过一次推荐的实战项目,这次的推荐项目都是来自于 Google Cloud Architecture 里面的内容,对比其他项目它有几点优势:
1. 配置环境简单:教程里面都有手把手教学,包括配置指南和环境设置,可以直接用 Google Cloud 提供的工具和命令行工具来搭建,省下不少本地搭环境的时间。
2. 项目简单,扩展性强:很多项一两天就能做完,自己加一些小功能也很简单,能够快速搭建出有自己特色的项目。
3. 简历的技能列表润色:这里的项目涉及了很多 Google Cloud 的组件,例如 Pub/Sub, Dataflow 等,可以加在简历上。
项目列表:
Server
- Building a serverless DevOps pipeline for Salesforce with Cloud Build
- Building a BigQuery data lineage system using audit logs, Pub/Sub, ZetaSQL, Dataflow, and Data Catalog
- Building a streaming video analytics pipeline
- Building an e-commerce recommendation system by using BigQuery ML
- Building a real-time embeddings similarity matching system
- Continuous delivery pipelines with Spinnaker and GKE
- Creating a CI/CD pipeline with Azure Pipelines and Google Kubernetes Engine
- Building multi-architecture container images for IoT devices
- Creating a unified app analytics platform using Firebase, BigQuery, and Looker
AI
- Detecting anomalies in financial transactions by using AI Platform, Dataflow, and BigQuery
- Building a secure anomaly detection solution using Dataflow, BigQuery ML, and Cloud Data Loss Prevention
- Building a ML vision analytics solution with Dataflow and Cloud Vision API
Mobile
- Build an Android App Using Firebase and the App Engine Flexible Environment
- Build a Mobile App Using Compute Engine and REST
- Build a Mobile App Using Google Compute Engine and gRPC
- Build an iOS App Using Firebase and the App Engine Flexible Environment
所有项目链接在这里
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