AWS / Azure / GCP
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What is AWS / Azure / GCP?
AWS (Amazon Web Services), Azure, and GCP (Google Cloud Platform) are three leading providers of cloud computing services. AWS by Amazon is the oldest and the most established among the three, providing a breadth and depth of solutions ranging from infrastructure services like compute, storage, and databases to machine learning and deep learning. Azure, by Microsoft, has integrated tools for DevOps, supports a large number of programming languages, and offers seamless integration with on-prem servers and Microsoft’s software. Google's GCP has strength in cost-effectiveness, live migration of virtual machines, and flexible computing options. All three have introduced various MLOps tools and services to boost capabilities for machine learning development and operations.
Free resources to learn AWS / Azure / GCP
- RoadmapVisit Dedicated AWS Roadmap
- Official docsMicrosoft Azure
- Official docsGoogle Cloud Platform
- Official docsGCP Learning Resources
- FeedExplore top posts about AWS
More in stage 6: Cloud Computing
AWS / Azure / GCP: common questions
Can I learn AWS / Azure / GCP in Hindi?
This lesson is written in English. Once you sign in, open it in the interactive course and ask the AI tutor to explain AWS / Azure / GCP in Hindi or Hinglish. The tutor answers from this lesson’s own text, so it stays on the syllabus, and it runs on your own Google, OpenAI or Anthropic key.
Is this AWS / Azure / GCP tutorial for beginners?
It is lesson 27 of 62 in the free MLOps roadmap, in stage 6, Cloud Computing. If you are new to MLOps, start from stage 1 and come back here in order; if you already know the earlier stages, this lesson stands on its own.