interviews.ai
BoltzmannEntropy
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
AI 简介
这是一本面向AI与数据科学领域求职者的深度学习面试题解析手册，涵盖信息论、贝叶斯统计、自动微分、逻辑回归、CNN、损失函数、特征工程等核心主题，提供数百道全解析真题及推导过程。项目以PDF电子书形式发布（arXiv预印本），内容结构化、理论扎实、强调概念本质与数学推导，适合研究生、转行者及初级算法工程师系统备考技术面试。不包含代码实现，侧重原理理解与问题拆解能力训练。
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