Resources for Week 3 of Machine Learning Interviews in 3 Weeks, on O'Reilly
All the resources we discussed to help land your ML job.
I run this online course on O’Reilly, aiming to help jobseekers land their machine learning jobs.
In week 3, here are some resources from the course. And here’s the link to resources mentioned in week 1, and the resources for week 2.
Here are the slides for week 3.
Resources
LeetCode for programming questions
Educative for programming patterns
Book: Designing Machine Learning Systems (Chip Huyen) for ML systems design questions
Book: Storytelling with Data (Cole Knaflic)
Product sense interview with PM
Metrics interview with PM (relevant to ML roles too!)
Audience discussions
I’ll be giving a keynote at the PyCon DE & PyData Berlin 2023 conference!
Starting metrics for evaluating ML models (not an exhaustive list)
From entry level to senior+ developer - Multiply impact with developer leverage
Connect with me!
Subscribe to get my curated ML career tips: susanshu.substack.com/
Connect on LinkedIn: https://www.linkedin.com/in/susan-shu-chang/
Recommend this training to your friends! (April 2023)
Stay tuned for upcoming book on machine learning interviews (O’Reilly)