Thereβre data scientists who have 3-5x more impact. How do they do it? Β To find out, I interviewed industry leaders, hiring managers, and top performers.
The answers were unexpectedβit had little to do with coding ability or a PhD. Iβm excited to share the top 5 learnings with you.
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How To Be An Effective Data Scientist, 5 lessons over 5 days. Register now. π
applyingml
:
Papers, guides, and interviews on how to apply ML effectively
ml-design-docs
:
Template of design docs for machine learning systems
python-collab-template
:
Template with tests, type checks, linting, etc.
papermill-mlflow
:
Experimentation workflow for machine learning
1-on-1s
:
Questions to ask during 1-on-1s, from my time as a manager.
omscs-faq
:
Georgia Tech Online Master's of Science in Computer Science
teardowns
:
Surveys & deep dives of data/machine learning systems