Infrastructure And Tooling

Question 1

What is opration vacation

Answer 1

Andrej karpathy - basiclly the more thw peograms runs the more data it geta the netter it gets - without the need for thw engineers :)

Question 2

What are the 3 parts of the ml project?

Answer 2

1. Data:
Sources
data lake/ wearhouses (snowflake etc)
Processsing(spark etc
Exploration(pandas)
Versioning
Labeling

2. Training and evaluation
Compute (hardwear)
Resourceanagment
Software engineering
Frameworks 
Experiments managment
Hyperpareter tuning

3. Deployment 
CI/testing
Edge
Web
Monitoring

Question 3

32bit vs 16bit

Answer 3

32 will be more acurate, but 16 much faster, and the accuracy difference is not that important