📗该仓库是一份面试指南,介绍如何准备海外/外企/大厂的软件岗位
- 适用岗位:软件工程师、机器学习工程师、数据科学家、应用科学家、AI工程师
- 技术面试时刻注意体现: 逻辑调理,思维框架,重点突出
- 在线书籍: https://longxingtan.gitbook.io/ml-interview/
Chapter | Content |
---|---|
Chapter 1 | Data structures and algorithms |
Chapter 2 | ML breadth / depth |
Chapter 3 | ML system design |
Chapter 4 | Behavioral question |
Chapter | Content |
---|---|
Chapter 1 | Data structures and algorithms |
Chapter 2 | System design |
Chapter 3 | Behavioral question |
Chapter 4 | Object oriented design |
Chapter | Content |
---|---|
Chapter 1 | Statistical and causal inference |
Chapter 2 | ML breadth / depth |
Chapter 3 | Product case |
Chapter 4 | SQL |