I wrote an 8k word doc on machine learning systems design. This covers:
1. Project setup
2. Data pipeline
3. Training & debugging
4. Serving
with case studies, resources, and 27 exercises.
This is the 1st draft so feedback is much needed. Thank you!
https://github.com/chiphuyen/machine-learning-systems-design/blob/master/build/build1/consolidated.pdf
1. Project setup
2. Data pipeline
3. Training & debugging
4. Serving
with case studies, resources, and 27 exercises.
This is the 1st draft so feedback is much needed. Thank you!
https://github.com/chiphuyen/machine-learning-systems-design/blob/master/build/build1/consolidated.pdf