在这样的背景下,前Twitter和亚马逊的机器学习工程师Peng Shao以其十年的行业经验,带来了极具价值的笔记——《Inside the Machine Learning Interview: 151 Real Questions from FAANG and How to Answer Them》。 1. MLE岗位急需面试攻略 机器学习技术的快速发展,催生了大量的高薪职位,但求职的门槛和竞争也随之加大。
先刷两个Top专题。Leetcode 上有个List选项,里边有两个专题,分别是Top 100 Liked Questions和Top Interview Questions。这两个List中有很多重复的题,加起来一共150道左右。都是经典的题目,将这150道刷完基本上所有的题型都见过了,而且多数经典题目都会涉及,是提升最快的一个方法。 注意记录、总结与复习。自己写过...
10附上自己总结的几条经验:1112先刷两个Top专题。Leetcode 上有个List选项,里边有两个专题,分别是Top 100Liked Questions和Top Interview Questions。这两个List中有很多重复的题,加起来一共150道左右。都是经典的题目,将这150道刷完基本上所有的题型都见过了,而且多数经典题目都会涉及,是提升最快的一个方法。131...
Here are some classic Dynamic Programming interview questions. We recommend: Best Time to Buy and Sell Stock with Cooldown and Word Break. Burst Balloons is a great problem too, highly recommended for the more advanced level. Design These problems may require you to implement a given interface ...
Grokking the Coding Interview: Patterns for Coding Questions.这门课程是一个总结提高的课程,它把算法面试的遇到的题型分成了各种模式,每类题各个击破。比如最经典的sliding window模式,Two pointers模式,快慢指针模式,合并intervals模式,cyclic sort模式,in-place翻转链表模式,树上的BFS,树上的DFS,双Heaps模式,subse...
Leetcode 上有个List选项,里边有两个专题,分别是Top 100 Liked Questions和Top Interview Questions。这两个List中有很多重复的题,加起来一共150道左右。都是经典的题目,将这150道刷完基本上所有的题型都见过了,而且多数经典题目都会涉及,是提升最快的一个方法。13 14 注意记录、总结与复习。自己写过的代码一定...
LeetCode Top Interview Questions LeetCode Top Interview Questions https://leetcode.com/problemset/top-interview-questions/
DS Interview Question You are working on a time series data set. You manager has asked you to build a high accuracy model. You start with the decision tree algorithm, since you know it works fairly well on all kinds of data. Later, you tried a time series regression model and got highe...
Note: Google has apparently changed its interview slate, there weren't any system design interviews and all are coding questions. Might have to verify this clearly with your recruiters. Round 1: https://leetcode.com/problems/single-number-ii ...
LeetCode Online Judge is a website containing many algorithm questions. Most of them are real interview questions of Google, Facebook, LinkedIn, Apple, etc. and it always help to sharp our algorithm Skills. Level up your coding skills and quickly land a job. This is the best place to ...