BuildML
BuildMLBuilding the next generation of data scientists and Machine Learning products
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 64 | Subscribers | Read | buildml.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Data Science Case Study - A focus on feature Engineering
When most people hear “ML system design,” their mind immediately goes to models. Gradient boosting. Neural networks. Maybe something complex that sounds impressive on a whiteboard.
How to engineer features within Data Science Case Study interviews
This post will help you figure out how to approach a Data Science Case Study Question that focuses on feature engineering. The post will follow a multi-turn conversation that you will typically see in the case study format, but I will add s...
Data Science Interview Guide - Cracking ML System Design Case Studies
Data science case study rounds are often the most intimidating part of an interview process. Not because they are overly technical, but because they are deliberately open ended. There is no single correct answer, no fixed dataset, and no cl...
What Interviewers Ask After You Say ‘I Built an AI Agent'
Large language models are no longer just about generating text. In real systems, we’re building retrieval pipelines, agents that plan and act, guardrails against hallucinations, and workflows that have to hold up under scale, cost, and risk...
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A community built by data scientists, for data scientists — designed to help the next generation of data scientists and Machine Learning products
Frequently Asked Questions
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