The second edition of Deep Learning Interviews is home to hundreds of fully-solved problems, from a wide range of key topics in AI. It is designed to both rehearse interview or exam specific topics and provide machine learning MSc / PhD. students, and those awaiting an interview a well-organized overview of the field. The problems it poses are tough enough to cut your teeth on and to dramatically improve your skills-but they're framed within thought-provoking questions and engaging stories. That is what makes the volume so specifically valuable to students and job seekers: it provides them with the ability to speak confidently and quickly on any relevant topic, to answer technical questions clearly and correctly, and to fully understand the purpose and meaning of interview questions and answers. Those are powerful, indispensable advantages to have when walking into the interview room. The book's contents is a large inventory of numerous topics relevant to DL job interviews and graduate level exams. That places this work at the forefront of the growing trend in science to teach a core set of practical mathematical and computational skills. It is widely accepted that the training of every computer scientist must include the fundamental theorems of ML, and AI appears in the curriculum of nearly every university. This volume is designed as an excellent reference for graduates of such programs.
翻译:第二版《深层学习访谈》有数百个完全解决的问题,这些问题来自大赦国际的众多关键专题。它设计用来排练访谈或考试特定专题,并为学生和那些等待访谈的人提供机读MSC/博士/博士。学生和那些正在等待访问的人提供一个组织完善的实地概览。它提出的问题十分艰巨,足以割裂你的牙齿,大大改进你的技能,但是它们被放在发人深思的提问和热门故事中。正是这个内容使得这个内容对学生和求职者如此特别宝贵:它使他们有能力就任何相关主题迅速、自信地发言,明确和正确地回答技术问题,并充分了解访谈问答的目的和意义。这些是强大的、不可或缺的优势,在进入访谈室时可以拥有的。书的内容是大量与DL工作访谈和研究生水平考试相关的许多专题的汇编。它把这项工作置于科学日益增长的趋势的最前沿,以教授一套实用数学和计算技能。它被广泛接受的是,每个计算机科学家的培训都必须包括ML和AI课程的精髓。