话不多说,直接上书名: 《Inside the Machine Learning Interview: 151 Real Questions from FAANG and How to Answer Them》 这本书去年出版,涵盖了ML面试的所有知识点,不论你是想转MLE的小白,还是现阶段正准备大厂面试冲刺的同学,都非常值得一读。 如本书小标题所展示,不仅面试真题均来自大厂面试,作者Peng Shao...
(1) 非常全的Github repo: 包含SQL， ML interview questions， statistics GitHub - khangich/machine-...
You can find some information on the questions that I practiced in Ma Leet Sheet - Yea I tried to have a little bit fun with it here and there to make the pain easier to carry :D (I will write on my approach to leetcode in the future.) Educative.io I was introduced to educative...
Perhaps you can use Python to answer some of the questions on Project Euler or Leetcode. Then, this book tells you what’s out there that can help your machine learning project. It can be a third-party library. It can be a way to make your Python program easier to use by your ...
Perhaps you can use Python to answer some of the questions on Project Euler or Leetcode. Then, this book tells you what’s out there that can help your machine learning project. It can be a third-party library. It can be a way to make your Python program easier to use by your ...
It provides a comprehensive study guide and resources for preparing for machine learning engineering and data science interviews at major tech companies like Facebook, Amazon, Apple, Google, Microsoft, etc. Key topics covered: LeetCode questions categorized by type (SQL, programming, statistics). ...
2. Coding:Coding应该是必考的,但是具体是手写前端代码还是LeetCode算法题,取决于面试官的偏好,比如我的两个面试官都没考算法题,而其他面试同一个岗位的同学却考了算法题。因此都需要准备一下,我觉得把Hot100里的easy-medium学明白足够应付。3. 编程语言:默认是Javascript,由于前端主要用的是JS,因此...
Deep Learning (https://www.deeplearningbook.org/) Efficient Python Tricks and Tools for Data Scientists (https://khuyentran1401.github.io/Efficient_Python_tricks_and_tools_for_data_scientists/README.html) Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range...
for that would be SQLZOO if you look it up on Google. Practice some statistics and probably questions. Practice learning how to code, whether that's Python or R. They typically ask you coding questions normally around the easy to medium level on a website called LeetCode, soleetcode.com....
Perhaps you can use Python to answer some of the questions on Project Euler or Leetcode. Then, this book tells you what’s out there that can help your machine learning project. It can be a third-party library. It can be a way to make your Python program easier to use by your ...