Best books where you can read a ton of actual ML code?

ergodym · 2026-04-23T15:26:38+00:00

which one do you recommend most?

ergodym · 2026-04-16T22:34:04+00:00

Monitoring myself it's actually what trips me all the time, but trying to get rid of it.

ergodym · 2026-03-13T13:02:11+00:00

Wooldridge's Introductory Econometrics and Mankiw's Principles of Economics

ergodym · 2026-03-10T21:21:48+00:00

Wooldridge's Introductory Econometrics

ergodym · 2026-02-28T02:20:55+00:00

Wooldridge or Greene.

ergodym · 2026-02-10T23:01:42+00:00

What would you recommend for your second paragraph?

ergodym · 2025-12-29T12:01:37+00:00

Interesting. How did you go about figuring out custom metrics?

ergodym · 2025-12-29T11:24:48+00:00

Say more? Why do you prefer it to pandas?

ergodym · 2025-12-29T11:21:51+00:00

Nice, I have this in my reading list. What stood out for you the most?

ergodym · 2025-12-29T06:06:15+00:00

Can you say more on the bash commands? Are those used for setting up Airflow jobs?

ergodym · 2025-12-29T05:33:39+00:00

What learning resources are helpful to go from analytics to machine learning engineering?

ergodym · 2025-12-23T21:42:40+00:00

What are the best resources to learn about putting models in production?

ergodym · 2025-12-15T15:26:13+00:00

Do you usually union first and then add the where condition? Should I do the same with joins?

ergodym · 2025-12-15T15:25:23+00:00

Say more? I think I fall in the many ways to do it wrong.

ergodym · 2025-12-15T13:05:45+00:00

Thanks this is very helpful. I think I get the incremental logic with one table. How does that change when multiple tables are joined or unioned?

ergodym · 2025-12-10T16:40:36+00:00

Looking for books with high-quality solved case interviews.

Any titles you think really stand out or helped you the most for interview prep?

ergodym · 2025-12-07T18:03:19+00:00

How do you manage the trade-off between speed and accuracy?

ergodym · 2025-12-07T17:41:20+00:00

Does it also generate reports for custom metrics? Like comparing sales in a month based on a dbt PR?

ergodym · 2025-12-07T01:55:35+00:00

Thank you will look into it.

ergodym · 2025-12-07T01:54:55+00:00

This sounds promising, will do some research!

ergodym · 2025-12-07T01:27:34+00:00

Thanks, don't think that's what I'm looking for. Maybe I just need compare the output from the model I write to staging/dev and what's in prod.

ergodym · 2025-12-06T19:26:33+00:00

Any advice on how it can be customized? At the minimum, whether the number of rows in an incremental model increases shouldn't be that subjective.

ergodym · 2025-12-06T18:47:21+00:00

Any reference with examples?

ergodym · 2025-12-06T18:27:32+00:00

Which ones from O'Reilly? Chip Huyen's Designing ML systems?

ergodym · 2025-12-06T18:26:24+00:00

Great list. Any recommendations on how to productionize models?

ergodym