1.current workplace
2.current job
3.How would you react
4.自己的缺点/failure
5.most proud project
6.Tell me about
7.Tell me about
8.Tell me about
9.Tell me about
10.Tell me about
11.遇到过什么challenge
12.不好相处的teammate
13.why phd
14.what do you expect to get from the internship
15.work beyond responsibility
16.disagree with others
17.communicate a change and expect people
18.learn something
19.tough time
20.有什么用数据提供insight的经历
21.significant work out of your job
22.Not meet your commitment
23.Make a decision
24.Work out of comfort zone
25.calculated risk
26.tight ddl
27.obstacles
28.miss ddl
29.ownership fail challenge
30.面对多重选择的时候如何选择
31.没有资源的时候如何寻求帮助
32.Imbalance data
33.Missing Data
34.正则化
35.Ensemble Modeling
36.imbalanced data
37.正则化
38.Visualization
39.邮件通知
40.VIEW
41.PRIMARY KEY and FOREIGN KEY
42.WHERE and HAVING
43.What is normalization and de-normalization?
44.Join
45.T1 monthly_sales: product_id, month, sales. units..
46.Bias vs variance
47.找Customer
48.Group Anagrams
49.polynominal regression
50.covariance matrix
51.knapsack问题
52.downsample
53.downsample对Metric的影响
54.Dropout
55.分类模型类别
56.参数估计
57.高斯分布参数估计
58.Gradient Boosting
59.Ensemble Modeling
60.feature selection
61.feature selection
62.防止过拟合
63.Dropout
64.决策树
65.LSTM
66.模型分类
67.激活函数
68.PCA
69.高维数据
70.KNN
71.Loss
72.偏差硬币
73.Product of Array Except Self
74.Valid Parentheses
75.防欺诈系统设计
76.完整数据分析流程
77.异常检测
78.EM
79.模型参数与超参数
80.逻辑回归
81.线性回归假设
82.决策树
83.KNN
84.聚类
85.Duration
86.超参
87.分布解释
88.数据预处理
89.找错 改错
90.最impactful的项目
91.Reorganize String
92. develop contact less grocery store
93. build process
94.price new tier
95.Tell me about a time
96.Tell me about
97. design a test
98.interesting projects
99.handle a conflict with your leadership
100. define the success metrics
101. favorite product
102.System Design
103.A critical feedback
104. make a decision
105. a goal that disagreed with
106. proudest professional accomplishment
107.Tell me about
108.deliver bad news
109.Pick up feature
110.a novel idea
111.The most complex product
112.a project don't manage effectively
113.prioritize between features
114.sell TVs on Amazon Prime
115.What did you do
116.Design a product
117.about amazon
118.SaaS
119.How to do AA test to sanitycheck
120.calculate beta confidence interval
121.How do you decide how long to do ABtesting
122.Calculate the sample size. What is the formula and parameters
123.What is the process of ABtesting and what pitfal should be noted for each item
124.Improve the accuracy of an experimentation
125.What's statistical power?
126.Explain Selection bias
127. Explain Bias variance tradeoff
128.Difference between Clustering vs. classification
129.In what scenarios you want to change that threshold?
130.What do you not like about SaaS and why?
131. project didn't go as planned
132.when you got creative
133.How do you work with your teams
134.no data to take a decision
135.resolved conflict between stakeholders
136.went at length to help your customer
137.got involved in a project that was not yours to start with
138. didn't win in negotiating with your stakeholders
139.How did you prepare for this interview?
140. forsee a problem and took action
141. the most complex project you handled
142.What leadership principles do you relate to the most?
143.trade-off you made
144.Should Amazon sell live animals?
145.Design a file download API
146.Design a toll system for highways
147.arraylist
148.implement linked list
149.Find Kth Smallest Pair Distance in Array
150.Employee Contacts
151.Evaluate Model
152.Coeficient of Regression
153.Combinations of travel 50 states
154.a tight deadline
155.supervise learning and unsupervise learning
156.the assumption of linear model
157.case study about the spam email
158.a project you work on
159.the toppest salary of a company with different groups
160.薪资排列
161.SQL
162.Measuring impact with no AB test
163.Define LastMile
164.Design a controller for traffic lights
165.帮助公司解决问题的经历
166.tight deadline success
167. Improvement based on customer needs
168.msg
169.Basic Calculator Implementation Without Eval Function
170.Minimum Number of Conference Rooms Required
171.Integer to Roman Numeral Conversion
172.Conway's Game of Life: Next State Calculation
173.Top K Frequent Words in Array
174.Return k-1 distinct characters
175.The heaviest goods
176.Location of downbell
177.Return the next letter
178.API return
179.Number of categories
180.短时间内学习新技能的经验
181. the most innovative project
182. Your evaluation metrics
183.communicate with stakeholders
184.the methodology and an alternative one
185.降维
186.Loss
187.Decision Tree
188.Metric
189.Metric
190.Probability
191.ANOVA
192.Distance K Nodes in Binary Tree
193.Definition of Causal inference
194.Definition of Bayesian theorem
195.Definition of Central limit theorem
196.你对新工作最看重什么
197. you go way beyond your scope and responsibilities
198.overcommit to your customer
199.save costs
200.deadline
201.a simple solution to a complex problem.
202.Lost your argument
203.moving forward and gather more info
204.quick decision vs considering all options
205.simple solutions to complicated issues
206. go down several layers to solve a problem
207.a metric you came up with
208. New knowledge needed to do your job
209.Choose between cost and quality
210.Save cost for your firm
211.a time you had to do something that is not popular
212. a time you personally have to grow in general
213.need pivot
214.Focus of climate pledge
215.Leetcode 15
216.Find the maximum greyness
217.Delete linked list node
218.Dimension and measure
219.Visualize ordinal categorical data
220.Difference between histogram and bar chart
221.remove k elements
222.Merge Intervals
223.Merging Two Sorted Linked Lists
224.Counting Primes Less Than N
225.Finding Peak Element in an Array with Binary Search
226.Minimum Buses to Reach Destination
227.Course Schedule II
228.Minimum Cost to Connect Sticks
229.mininum swaps
230.Degian a Car Radio System
231.Total imbalance
232.Find the number of ways to select pages
233.Binary Tree Level Order Traversal II
234.Binary Tree Level Order Traversal
235.Unique Permutations of a Number Collection with Duplicates
236.最少搬运次数
237.A gift card promotion
238.Class imbalance
239.Outlier detection
240.Graph coloring
241.The interesting projects
242.Merge k Sorted Linked Lists
243.LeetCode146
244."Find User Website Visit Pattern with Highest Score"
245.Binary Tree Level Order Traversal II
246.What is important to you in your next team
247. Shop on Amazon
248.e-commerce
249.Amazon culture
250.Describe your work style
251.Describe your ideal work place
252.Your typical working environment
253.Development
254.What is most important to you in your next role
255.What appeals to you about this position
256.Why are you leaving your current position
257. Career aspirations
258. de-motivational factors
259.Keep motivated
260.Frustrating roles
261.Enjoy your role
262.Dramatically change
263.Balance
264. Gain buy-in and drive execution
265.Failure
266.A big risk
267.Question
268. Do something bigger
269.Drive adoption for your vision
270.Radical approach to a problem you propose
271.Hungrily accept the challenge
272.Ask questions
273.Translation
274. Explore new ideas
275.Get employees excited
276.Create a gutsy mission
277.Take a radical approach
278.Responsibility
279.Connection
280.Get transitioned effectively
281. Help peers
282.Sacrifice short term gain
283.Identify the risk
284.Do sth outside your area
285.Partner
286.Understand yourself
287.Speak up in meetings
288.Give feedback-coach and develop others
289.Consider future outcomes
290.Coach
291.Think about the impact over time
292.Foster an environment
293.Create a vision
294. Encourage
295.The information gathered
296.Think differently about a problem
297.Feedback mechanisms
298.Go beyond existing standards
299.Improve effectiveness
300.Challeng a notion
301.Get information
302.Push the existing boundaries
303.Don't know what to do next
304.Work outside of your comfort area
305.Lost the fresh perspective
306.The coolest thing
307.A deeper level of subject matter expertise
308.Seek out advice
309.Understand your systems end to end
310.Pick up work outside your area
311.Ask for feedback
312.Take time to do sth
313.Encourage rotations
314.Focus on how you arrived at the results
315.Encourage
316.Give your team members time
317.A significant change
318.Draw new thinking
319.Change the direction or view
320.Out-of-the-box idea
321.Implement difficultly
322.A challenging problem
323.Make sth simpler
324.The simplest solution
325.The most innovative thing
326.Know when not to reinvent the wheel
327. Great ideas and simple solutions
328.Unnecessarily reinvent the wheel
329.Create an environment
330.Use new ideas and methods
331.Unnecessarily complex processes
332.Set specific targets
333.Productive
334.Seek out feedback
335.Refuse to compromise sth
336.Improvement
337.The goal
338.A project that you have led
339.Targets and standards
340.Don't compromise
341. Unsatisfied
342.Seek out coaching and feedback
343.Self-critique
344.The quality bar
345.Improve work
346.Teach and coach employees
347.Demand
348.Coaching efforts
349.A low performing individual
350.Add value
351.Your hiring process
352. Provide feedback
353. Invest
354.One of the best hires of your career
355.Take ownership
356.Support your growth
357.Regular discussion
358.Recognize and act
359.Feedback
360.Hire the best candidates
361.Identify and attract candidates
362.Interview
363.Push back against a decision
364.Support a business disagreed
365.Make a difficult decision under pressure
366.Persist
367.Managers don't take action on your ideas
368.Argument
369.Acquiesce to the group
370. The outlier
371.Disagree with your manager
372.Get on board with decisions
373.Contradiction
374.Stand up
375.Unpopular
376.Create organization(or customer)value
377.Criteria
378.More efficient solution
379. Request additional funding
380.Not enough resources
381.A creative solution without additional resources
382.Resources
383.Quality and cost
384.Save costs
385. "no-cost"alternatives
386.Money and resources
387.Frugal and cheap
388. Things cost money
389.Role model behaviors
390.Spend
391. Communication
392.Cooperation
393.A big change
394. A piece of direct feedback
395.The cooperation of a peer who was resistant
396.Build trust
397.You can't meet a commitment
398.A significant professional failure
399.An idea strongly opposed
400.A tough or critical piece of feedback
401.Improve your overall effectiveness
402.Improve morale and productivity
403.Honor commitments made to other teams
404.Reset expectations
405.Listen,communicate and delegate
406.Provide an environment
407.Consistently make good decisions
408. The correct assumptions
409.Stay connect to the details
410.Stay connect to the details
411.Stay connect to the details
412. You ask why five times to get to the root cause
413.A specific metric
414.A post mortem analysis
415.Link two or more problems
416.A problem you have to solve
417.Understand a problem on your team
418."Audit"your work
419.Have a firm grasp of the details
420.Drill down on fuzzy information
421.Drill down into projects
422.Stay closely connection
423.Hands-on
424.A goal you don't think is achievable
425.The right balance
426. Several competing priorities
427.Unanticipated obstacles
428.A tight deadline
429.Exceed expectations
430.Keep focusing on the goal
431. It may not be the best or right goal
432.Overcome obstacles
433.Adapt as needed
434.Recognize and celebrate successes
435.Help others remove barriers
436.Progress
437.Reinforce to yourself
438.Changes
439.Evaluate the quality of your product
440. Balance
441.Overcommitte yourself
442.Delight a customer
443.Feel frustrated or impatient
444.Beyond the call of duty for a customer
445.Disagreement
446.Difficulty
447.Use customer feedback
448.Listen
449.Remove non-value steps
450.Ask
451.Know what would be better
452."WOW"
453.Honestly pursue customer feedback
454.Anticipate
455. Customer's needs and wants
456. Remove the barrier
457.Your team acts unquickly
458. Before acting
459.Approach
460.Outcomes
461.Make choices without consulting your manager
462.Make sure an "action item list"
463.Follow up
464. Respond promptly
465.Ask for help
466.Are you ready
467.Quickly identify
468.Remove barriers
469. Empower your employees or become a bottleneck
470.Unavailable information
471.Quickly identify
472.Remove barriers
473.Top strategic issues
474.Make choices in the absence of all the data
475.An error in judgment
476. A number of possible solutions
477.Make a bad decision
478.Make decisions in the absence of good data
479.Right solutions
480.Make decisions
481.Recognize that your idea may not be good
482.Recognize that great ideas come from others
483.Question decisions
484.Make the right decisions
485.SVM
486.PCA
487.Feature Selection
488.NLP相关问题
489.ML基础知识
490.Dropout
491.Batch Norm
492.Gradient Descent
493.Regularization
494.SVM
495.Bias/Variance
496.Gradient Descent
497.Transformer相关问题
498.Transformer相关问题
499.RNN相关问题
500.RNN相关问题
501.RNN相关问题
502.时间序列
503.What's the key metrics to measure the performance of logistic regression? "
504.SQL window function
505.SQL nested query
506.SQL case when
507.SQL window function
508.SQL aggregation function
509.SQL aggregation function
510.SQL 的joins 与case
511.人口运算的问题
512.Regular expression中substring的用法
513.数列的顺序变换以及运算
514.对array的运算，比如最大到最小的差值
515.求中位数
516.Answered subject
517.Warehouse
518.Sum of similarities of string
519.Minimum Path Sum
520.Maze
521.Day change(cell growth)
522.Shorted job first
523.Binary search tree minimum sum from root to leaf
524.Loop in linked list
525.Insert into cycle linked listt
526.Rotate Matrix
527.Round Robin
528.LRU Cache count miss
529.Greatest Common Divisor
530.Window sum
531.Overlap Rectangle
532.Find K Nearest Point
533.Two Sum
534.Subtree
535.Reverse second half of linked list
536.Merge Two list
537.Longest palindromic substring
538.Valid parenthesis
539.Percentile
540.Linux command
541.Locker
542.Collection of expressions
543.Publishing-substrings count
544.Find array size
545.KNN
546.Waitlist
547.垒砖块
548.Shorten Sentence
549.Text Classification
550.扔骰子N次概率
551.Max Frequency Element with K Increments
552.Metric计算
553.树模型区别
554.Bagging
555.Imbalanced Data
556.Bias and Variance
557.General AB Testing process
558.Design dashboard
559.Investigate the fall of company's performances
560.Descibe p-value non-technically
561.Tradeoff between variance and bias
562.Longest Palindromic Substring in a String
563.Sampling
564.Experiment design
565.Estimate whether regression model works
566.一个产品的实际revenue比predicted revenue低40%， 问如何找原因
567.Product sense question
568.Find Longest Path in DAG
569.Design a Email System
570.Implement a stack with O(1) time complexity for push, pop, top, and retrieve minimum element operations.
571.Describe a time when you had to meet a tight deadline.
572.Describe a situation where you demonstrated ownership.
573.Lowest Common Ancestor of Two Nodes with Multiple Children
574.Identify Repeat Customers from Log Data
575.How do you handle tight deadlines?
576.Describe the most challenging project you have worked on.
577.Behavioral Questions
578.Past Project Experience
579.Machine Learning Basics
580.Design a Weather Report System
581.Amazon Warehouse Robot
582.Top K from Stream
583.Amazon Seller Product Rating Analysis
584.Game Round Passing Rule Design
585.Minimum Sum for Non-Decreasing Server Power
586.Maximize Reward Points
587.LinkedList Easy Manipulation
588.Making Decisions Under Tight Deadlines
589.Sacrificing Short Term Interest for Long Term Gain
590.Most Complicated/Proud Project
591.Algorithm Problem Solvable with Sliding Window and Queue
592.Behavioral Question
593.Deepest Node Variation
594.Top K Frequent Elements Variation
595.Implement an Interval Interface
596.Behavioral Questions: Ownership and Tough Deadlines
597.Zigzag Problem
598.Count Subsequences Greater Than Another String
599.Maximum Score from Parentheses String
600.Describe a situation where you had to make a quick decision out of your responsibility.
601.System Design Example
602.Technical Interview Questions - Medium Level Followup
603.Technical Interview Questions - Easy Binary Tree
604.Leadership Principles Interview Questions
605.Design a game similar to the 'San Si Ba' on the problem-solving website
606.Maximum Sum of Strictly Increasing Subsequence
607.Load Balancer Design
608.Minimize Errors in a Binary String with Unknown Characters
609.Course prerequisites problem
610.Challenging project experience
611.Project with tight deadlines
612.Design A Unique ID Generator In Distributed Systems
613.Find the Count of Strings with Most Vowels at the Beginning
614.Design a Parking Lot System
615.Detecting a Square of Size 'k' in a 2D Array
616.Design a Load-Balancing Algorithm
617.Array Element Transformation Problem
618.Game Life Consumption Problem
619.Word Search
620.Amazon Leadership Principles
621.Ownership and Bias for Action
622.Optimize Time Complexity
623.System Design
624.Object-Oriented Design and Factory Pattern
625.Probability Questions and Online Learning Algorithm
626.Grouping Array Elements with Maximum Gap
627.Filling Problem with Array and Quota
628.Root Cause Analysis in Work
629.Product Market Fit Analysis
630.Login Data Analysis with SQL
631.Package Allocation Optimization Model
632.Dashboard Visualization Explanation
633.System Design Based on Team's Work
634.Behavioral Questions
635.Knowledge of Fundamentals Outside Your Field
636.Research Depth Discussion
637.Implement a Data Class with Subfunctions
638.Longest Common Subsequence Problem
639.Find the Longest Path for an Amazon Warehouse Robot
640.Write Code for the APIs for the Game Blackjack
641.Design a COVID Contract Tracing System
642.Coding Question: Tree Breadth-First Search
643.Behavioral Question: Sacrificing Short-Term Comfort for Long-Term Gain
644.K Closest Points to Origin
645.Constructing a Sequence with Alternating Monotonic Subsequences
646.Optimal Parentheses Matching
647.Behavioral Question Inquiry
648.Work Experience Inquiry
649.Workstyle Assessment
650.Simulation Modules
651.Coding Practice
652.Count Unique Pairs with Given Sum
653.Optimal Allocation of Entries
654.Underlying Data Structure of HashMap
655.Jump Game with Follow-up
656.Island Problem Variation
657.Describe a situation where you had to improvise or come up with a solution on the spot.
658.Responding to a criticized opinion.
659.Finding the maximum score with the smallest string length.
660.Improving time and space complexity.
661.Optimizing a function for sustainability.
662.Describe a time when you took on tasks outside your job scope.
663.Describe a situation where you faced a tight deadline.
664.Maximize EfficiencyScore with Parentheses Perfection Kit
665.Maximize Information Gain with Permutations
666.Print Path from Root to Leaf with the Largest Sum
667.Merge K Sorted Lists
668.Max Difference of Picked Numbers
669.Optimal Memory Read
670.Self-Perception in Work Environment
671.Learning and Development Preferences
672.Problem Solving Approach
673.Strengths in Teamwork
674.Job Aspect Importance
675.Decision Making Preferences
676.Teamwork and Project Management Skills
677.Important Decision Making Strategy
678.Decision Making Approach
679.Maximize Parentheses Efficiency Score Problem
680.Double Linked List Data Structure Problem
681.Counting Secured Variations of Passwords
682.Maximum Sum of Pages Read from Singly-Linked List
683.Get outliers value
684.Get maximum category max count
685.Minimum Flips to Make a Happy Coin Collection
686.SQL Query Writing
687.SQL Basic Concepts
688.Subarray Sum Equals Target
689.Coding Problem Involving Depth-First Search (DFS)
690.Implement an LRU Cache
691.Describe an experience where you had to meet a tight deadline.
692.Tell me about a time when you could not complete a commitment.
693.What has been the most challenging project you've worked on?
694.Describe a situation where you had a disagreement with a colleague.
695.Count Dominant Substrings in a String
696.Calculate Total Scores for AI Software
697.Find the Smallest Attractive Integer Greater than Given Code
698.Most Innovative Work During PhD
699.Machine Learning Models Application Scenarios
700.2D Graph Problem Using Depth-First Search
701.Handwritten Mathematical Expressions
702.Basic Machine Learning Trade-offs
703.Optimal Solution Discussion for a Medium Level LC Problem
704.OOD System Design for Amazon Delivery Locker System
705.Write a class to help count the occurrence of a list of characters within a list of books
706.Custom Sort String
707.Password Similarity Check
708.Marshalling and Unmarshalling Employee Structure
709.Rack Collection Estimation
710.Final Round Interview with Simple Coding
711.Coding Interview on Game-like 2-D Grid Problem
712.Senior Manager Interview
713.Coding Interview with Hiring Manager
714.Leadership Principles (LP) Interview
715.System Design Interview
716.Suitable Warehouse Location
717.Minimum Watch Score
718.Front-end Coding Follow-up: Handling Exceeding Thumbnail Index
719.Front-end Coding Challenge: Amazon Image Thumbnail Switcher
720.Behavioral Question: Dealing with Missed Deadlines
721.Special Anagrams from DNA Sequences
722.Symmetrical Name Encoding Algorithm
723.Describe a situation where you had to communicate effectively with an interviewer during a coding challenge.
724.Discuss your experience with object-oriented programming and how you construct OOP in your familiar language.
725.Amazon SQL Challenge Preparation
726.Design a Dog Day Care System
727.Differences Between Ensemble Learning Methods
728.Training an Encoder from Scratch
729.Designing a Model to Improve Code Generation Quality
730.Avoiding Model Forgetting After Fine-Tuning
731.Understanding of Transformer Models
732.Design a rate limiter that functions as a distributed cache.
733.Discuss an experience where you dealt with a challenging bug.
734.How do you handle tasks with tight deadlines?
735.Describe a time when you had to work on tasks beyond your scope.
736.How do you approach a problem that you have never encountered before?
737.Describe a situation where you demonstrated Ownership.
738.Improve the Bar Chart Visualization
739.Find Popular Movies and TV Shows by Continent
740.Extract and Combine Movies and TV Shows
741.Calculate the most popular show's duration
742.Behavioral Question - Simplifying Processes
743.Behavioral Question - Tough Feedback
744.Object-Oriented Design - Parking Lot
745.Behavioral Question - Going Beyond Job Responsibilities
746.Course Scheduling Problem
747.Disintegrate Stones Problem
748.Low Level Design - Object and Subclass Messaging
749.Print Categories and Siblings
750.Design HashMap
751.Matrix Compression Utility
752.DNA Anagram Pattern
753.Vote Storage Strategies Evaluation
754.Maximizing Positive Cumulative Monthly Financial Returns
755.Finding Employee Skill Pairs Within a Skill Range
756.Behavioral Question: Discuss your experiences with non-technical managers and Leadership Principles.
757.Object-Oriented Design: API Design for a Song Search Functionality
758.Behavioral Question: Describe a situation where you had a tight deadline or faced a challenging task.
759.Behavioral Question: Tell me about yourself, why SDE, and why Amazon.
760.Amazon Leadership Principles Behavioral Questions
761.Object-Oriented Design Questions
762.Word Ladder Problem
763.Behavioral Question - Ownership
764.Behavioral Question - Customer Obsession
765.Behavioral Question - Learn and Be Curious
766.Behavioral Question - Dive Deep
767.Behavioral Question - Insist on the Highest Standards
768.Behavioral Question - Earn Trust
769.Behavioral Question - Have Backbone; Disagree and Commit
770.Design a website/system for internal employee training videos
771.Maximum Rectangle Area Using Array Elements
772.Minimum Removals to Ensure No Subsequence Sum Exceeds Threshold
773.Building Small Projects
774.Object-Oriented Design Clarification
775.Handling Tight Deadlines
776.Out of Responsibility Scenario
777.Graph Traversal Using BFS
778.Extract Unique Web Addresses from a Page
779.String to Integer (atoi)
780.Longest Common Prefix
781.Behavioral Questions for Senior Positions
782.System Design: Online Chatting
783.Explain and Implement the Self-Attention Model
784.Number of Ways to Group Parcels
785.Counting Redundant Substrings
786.Coding and Behavioral Questions
787.Case Study: Building a Chatbot for Customer Service
788.Model Recommendation for Embedding
789.Transformer Architecture
790.Synthetic Sample Generation
791.Solving Sample Imbalance
792.Overfitting Due to Data Samples
793.Preventing Overfitting in Neural Networks
794.Bias vs Variance in Models
795.Explain the role of a senior data scientist in a project
796.Server Request Handling
797.Maximum Number of Negative Integers in Array with Positive Prefix Sums
798.Window Functions for Finding Median
799.SQL Joins and Their Differences
800.Calculating Age from Date of Birth
801.SQL Table Deletion
802.DNA Anagram Pattern
803.Compute Encoded Product Name
804.Hotel Booking System Design
805.Design an airplane boarding and deboarding system
806.Merge K Sorted Iterators
807.Find the Closest Common Manager
808.Design a Building Layout
809.Coding Problem
810.Object-Oriented Design
811.Behavioral Question
812.Complex System Design
813.Calculate Pizza Price
814.Maximize Total Area of Rectangles
815.Employee Skill Pair Sum
816.Explain a time when you had to debug a technical issue.
817.Describe a situation where you had to dive deep to find the root cause of a problem.
818.Minimizing Truck Load
819.Optimizing Cart Operations Using Data Structures
820.Design a class to find continuous empty seats on an airplane
821.Island Counting Algorithm
822.Think Big Initiative
823.Describe the most complex architecture you have worked on.
824.What actions do you take when your team is not moving fast enough?
825.How do you influence stakeholders who have conflicting opinions?
826.How do you approach problem-solving when you need to conduct a deep dive analysis?
827.Tell me about a time when you had to make a quick decision without the opportunity to collect all the desired data.
828.Describe a situation where you took ownership of a task outside your scope of responsibilities.
829.Tell me about a time when your decision faced opposition.
830.What strategies have you used to gather customer feedback?
831.What is the toughest feedback you have ever received and how did you respond to it?
832.Explain how you would solve a complex problem using a simple method.
833.How do you handle situations where people have differing opinions?
834.Describe a situation where you used a non-traditional method to solve a problem.
835.Object-Oriented Design
836.Domain Knowledge Questions
837.Coding Problem Clarity
838.Behavioral Questions
839.UI Component Implementation
840.HTML and JavaScript Fundamentals
841.Course Schedule II Problem
842.Discriminative vs. Generative Models
843.Classification and Clustering Algorithms
844.Supervised vs. Unsupervised Learning
845.Optimization with Gradient Descent
846.Dimensionality Reduction Techniques
847.A/B Testing Methodology
848.Bagging vs. Boosting
849.Explain the Bias-Variance Tradeoff
850.LRU Cache Implementation
851.Simplifying a Project Process
852.Proudest Project
853.Designing a Tiny URL System
854.Handling Negative Feedback from a Superior
855.Handling Rejection of Your Idea by a Superior
856.Why Amazon
857.Customer Care
858.Delivering Beyond Expectations
859.OOP Design: Parking Lot System
860.Disagreement Resolution
861.Handling Tight Deadlines
862.Maximum Number of Balanced Shipments
863.Make Power Non-Decreasing
864.Find Maximum Balanced Shipments
865.Make Power Non-Decreasing
866.Machine Learning Data Splitting
867.Understanding of BERT and its applications
868.Optimal Delivery Center Location
869.Server Stability Calculation
870.Do you have any responsibility or commitment to your current employer?
871.Is it OK to contact your current employer?
872.What is your earliest start date?
873.Task Queue with Timeout
874.Reverse Binary String
875.Construct a Palindrome
876.Grouping Players by Nickname
877.Distributed Algorithm for Stock Trading
878.ML System Design for Limited Data Scenario
879.Maximize Median of Processed Packets
880.Object-Oriented Design
881.Behavioral Questions
882.Design a Data Dashboard for Performance Evaluation
883.Optimize SQL Query
884.Minimum Total Errors Problem
885.Reduce Gift Problem
886.Behavioral Question: In-depth Analysis
887.Data Visualization for Uber App Attributes
888.SQL Query Using Window Functions, GROUP BY, and HAVING
889.Design a variation of the LRU Cache
890.Warehouse Location Selection
891.Server Reliability Drill
892.Reverse String With Minimum Shifts
893.Regular Expression String Validation
894.Minimum Steps to Convert Binary Representation
895.Make Power Non Decreasing
896.Behavioral Question Round
897.System Design: Instagram
898.Algorithm Design with APIs
899.Front-end Component Coding: Carousel
900.Front-end Component Coding: Menu System
901.Lottery System Probability
902.Software Update in N-ary Tree
903.Suitable Warehouse Location
904.Server Vulnerability Analysis
905.Coin Change Problem
906.Word Ladder Problem
907.Topological Sort: Course Scheduler
908.System Design: Hospital Portal
909.Design an Image Sharing Service
910.Print Number in English
911.URL Access Frequency Problem
912.String Processing Problem
913.Monkey Eating Bananas Problem
914.Analyze User Website Visit Pattern
915.Design a Stack
916.Alternative Methods for String Sorting
917.Design a Distributed Cache System
918.Implement a Class for Data Tracking
919.Implement a function `getElementByStyle`
920.Calculate Cumulative Bandwidth Usage
921.Minimum Errors in a Binary String
922.Reduce Gifts
923.Video Upload and Download System Design
924.Robot Package Delivery Optimization
925.Minimum Hours to Update Servers
926.LRU Cache Implementation
927.Shopping Cart Management
928.Regular Expression Matching
929.System Design Communication
930.Weather Data Statistical Display
931.Coding Test Case Writing
932.Stock Trading Problem
933.Two Sum Problem
934.Pathfinding in a Two-Dimensional Matrix
935.Control and Planning Problem Integration
936.Implement a 'Like' Button
937.Behavioral Question: Overcoming Work Challenges
938.Behavioral Question: Handling Missed Deadlines
939.Create an Accordion
940.JavaScript Form Validation
941.Maximum Sum Path in a Binary Tree with Negative Values
942.Find File in a File System with Multiple Constraints
943.Design a Messaging System Like WhatsApp
944.Find the Kth Largest Element in an Array
945.Reverse a Linked List in Groups of K Nodes
946.System Design for Video Streaming Service
947.Graph Connectivity Using DFS
948.Design a Password Generator
949.Find the Most Visited n-Consecutive Page Sequence
950.Design Components for Storing Chatbot Responses
951.Calculate the Number of Unique Binary Trees
952.Design a Preference Service
953.Optimize Java TreeMap Solution for Fixed-Size Subarray Ranking
954.Kindle Progress Synchronization System Design
955.Maximum Score in a Letter Game
956.Continuous User Access Identification
957.Array Sum Combination
958.ML System Design: Recovering Deleted Product Descriptions
959.Behavioral Question: Backbone and Disagree
960.Behavioral Question: Handling Negative Feedback
961.ML Breadth: Explain unfamiliar theories in simple terms
962.ML Depth: Discuss a project in detail
963.Coding: Sort K Lists and Average K Lists
964.Discuss a project in terms of customer obsession
965.Object-Oriented Design for CSV File Format Verification
966.Design a Twitter-like System Focusing on New Tweet Functionality
967.Behavioral Question
968.Coding Interview Question
969.Find the Kth Smallest Sum from Two Arrays
970.Object-Oriented Design for a File System
971.Implement a Trie Data Structure
972.System Design: Warehouse and Product Delivery Status
973.Optimal Transportation Hub Location
974.Binary Search Implementation
975.Object-Oriented Design for JSON to XML Converter
976.Finding Shared Manager in Company Org Chat
977.System Design for URL Shortening Service
978.Direct and Transitive URL Link Detection
979.Cheat Sheet for Coding Interviews
980.Simplification for Stakeholders
981.Improving Existing Processes
982.Learning and Problem Solving
983.Stakeholder Management
984.Dealing with Tight Deadlines and Delivery
985.Project Pride and Challenges
986.SQL Problem Solving
987.Find Maximum Balanced Shipments
988.Maximum Number of Balanced Shipments
989.Minimum Sum of Increased Subarray Elements
990.Optimizing solutions with complexity analysis
991.Overcoming work obstacles
992.Describe a challenging situation in a project
993.Optimizing solutions with complexity analysis
994.Overcoming work obstacles and learning from them
995.Describe a challenging situation in a project and how you addressed it
996.Detailing an Impactful ML Project
997.Designing a Tableau Dashboard for Uber
998.Optimizing SQL with LEFT JOIN
999.Explain CROSS JOIN with an example
1000.What is DML?
1001.What is DDL?
1002.Prioritizing Tasks with Multiple Deadlines
1003.Problem Solving in a Difficult Situation
1004.Leadership Experience
1005.System Design: Simplified URL Shortening Service
1006.Lowest Common Ancestor of a Binary Tree
1007.Describe a time when you had a disagreement.
1008.Describe a time when you needed to convince someone.
1009.Describe a time when you received bad feedback.
1010.Describe a time when you were on a tight deadline.
1011.Describe a time when you achieved something outside your scope.
1012.Describe a time when you had a difference with your manager.
1013.Describe a time when you faced a challenge.
1014.Solve the 'Unique Path Sum II' problem using dynamic programming.
1015.Explain Lora and its application in your work.
1016.Describe Mistral and its role in your project.
1017.Explain the concept of Chain-of-Thought (CoT) and its relevance to your work.
1018.Describe prompt tuning and its application in your project.
1019.Compare and contrast BERT and RoBERTa.
1020.Explain the model you were responsible for from data preparation to deployment.
1021.Describe a challenge you encountered in a project or experience and how you resolved it after your initial plan was rejected by a manager.
1022.Modified Number of Islands Problem
1023.System Design for a Video Streaming Service
1024.Object-Oriented Design of Linux Find Command with Filters
1025.Minimum Path Sum Problem with Path Printing
1026.Most Complicated Project Experience
1027.SQL Join with Varchar ID Comparison
1028.Design a Parking Lot System
1029.Sequence Partitioning Based on Maximum Value Criteria
1030.Prefix Sum and Postfix Sum Calculation
1031.get Max Points From Sprints
1032.Implement a function similar to Promise.all
1033.Deploy code for a newspaper system
1034.Design a gaming room layout and implement Tic Tac Toe
1035.Format JSON
1036.Implement a list using your preferred framework
1037.Minimum Pages to Read Per Day
1038.Maximize Area by Forming Rectangles from Array Elements
1039.Find the Head of the Maximum Descending Subsequence in a LinkedList
1040.What technologies can handle a large number of requests and how would you implement them?
1041.What is sharding and how does it work?
1042.Explain the differences and applications of relational and non-relational databases.
1043.Describe the most complex project you have worked on and how you handled it.
1044.Explain the space and time complexity of using an unordered map in your solution.
1045.Describe a situation where you had to make an independent decision and take responsibility for it.
1046.Longest Match in a String with Wildcard
1047.getMinDistance Algorithm
1048.Deriving Approval Rates from User Feedback
1049.Recruitment of Testers for a Seller Platform
1050.Reason for Changing Directions in a Startup
1051.System Design for Detecting Damaged Goods in a Warehouse
1052.Handling Conflict
1053.LeetCode 767
1054.Dive deep into a project you've worked on.
1055.Describe a situation where you went beyond your responsibilities and discuss the positive impact it had on your project.
1056.Maximum Number of Balanced Shipments
1057.Find All Anagrams in a String
1058.Find all paths in a tree that sum to a given value
1059.Cache and Storage Management in Operating Systems
1060.Dictionary Operations Time Complexity
1061.Binary Search Time Complexity
1062.Search for a string in all files under a UNIX directory
1063.Implement an LRU Cache
1064.Describe a time when you helped your peers.
1065.Describe a challenging project you have worked on.
1066.Describe an interesting project you have worked on.
1067.Implement the 'Plant Flowers' algorithm.
1068.Give an example of a calculated risk you have taken.
1069.Describe a situation where you faced your biggest challenge.
1070.Validate and optimize a Sudoku solver
1071.Design a Tic-Tac-Toe game
1072.Behavioral interview with a PM
1073.Design a Book class with character index
1074.Print the top view of a tree
1075.Implement n-way cache
1076.Coding Problem: LeetCode 113 - Path Sum II
1077.Behavioral Question: Calculating Risk and Handling Tight Deadlines
1078.Design a Text Editor
1079.Challenging Project Experience
1080.Handling Tight Deadlines
1081.Merge Overlapping Intervals
1082.Data Structure Comparison
1083.Python Basic Usage
1084.Coding Problem: Most Common Letters in Queues
1085.Behavioral Question: Sacrifice for a Goal
1086.Behavioral Question: Decision Making Under Deadline Conflict
1087.Data Visualization Discussion
1088.SQL Knowledge Evaluation
1089.Python CSV File Processing Without Pandas
1090.Write a function to determine if it's possible to travel from one point to another in a 2D boolean array using BFS/DFS.
1091.Describe a time when you helped a peer.
1092.Describe a situation where you had to meet a tight deadline.
1093.Explain the differences between C and Python.
1094.Discuss a school project from your resume, focusing on the biggest achievement and any innovations.
1095.Filter Pattern and Chain of Responsibilities
1096.Implement a Web Crawler
