AWS corporation - views and opinions



https://www.pbs.org/wgbh/frontline/article/amazon-empire-documentary-jeff-bezos-key-takeaways-where-to-stream/


They own the Business and the Platform (and the Hardware.. self designed chips)
https://www.pbs.org/wgbh/frontline/interview/shel-kaphan/

Some feel like AWS should be broken up (like Bell and other companies)
- domination
- Capitalism run amok


Machine Learning at scale
- inferences and predictions
- inference is lion's share
- inference optimized chips and EC2 instances

Fargate for containers (Fargate for EKS.. serverless)

Landscape.. "we love compute"


Cloud transformation

-  all bets are off.. reconsider everything

- away from mainframes, big-name DB

ISV

SaaS

Systems Integrators (SI)

e.g. Deloitte, Accenture


Key is small POC, Pilot projects

DB freedom


Sagemaker
Problem is "concept drift"
Solution is "monitor" = detect, choose the best model

examples
- Housing market
- Credit Fraud


Outposts GA features main Services

Run workloads on-prem because they have to be close to something

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