avatarNaina Chaturvedi

Summary

This web page is a compilation of popular system design questions, providing resources for projects, videos, and links to further learning materials in various tech fields.

Abstract

The web page titled "Most Popular System Design Questions — Mega Compilation" is a comprehensive resource for tech enthusiasts and professionals. It offers a collection of popular system design questions, along with links to various projects, videos, and learning materials in the fields of data structures, algorithms, system design, data science, machine learning, data engineering, MLOps, and deep learning. The page also provides information about a newly launched YouTube channel, Ignito, which will cover all the projects and coding exercises. Additionally, there is a link to subscribe to a tech newsletter, Tech Brew, which sends tech interview tips, techniques, patterns, and hacks to over 30K readers.

Bullet points

  • The web page is a compilation of popular system design questions.
  • It provides resources for projects, videos, and links to further learning materials.
  • The page covers various tech fields, including data structures, algorithms, system design, data science, machine learning, data engineering, MLOps, and deep learning.
  • There is a link to a newly launched YouTube channel, Ignito, which will cover all the projects and coding exercises.
  • The page offers a link to subscribe to a tech newsletter, Tech Brew, which sends tech interview tips, techniques, patterns, and hacks to over 30K readers.

Most Popular System Design Questions — Mega Compilation

Just for your reference…

Pic credits : Dzone

Welcome back peeps. This post is for the students who are preparing for their tech interviews. While I’m sitting on the other side of the table as an interviewer now; I know how daunting the prep journey can be. Use it just as a reference/practice resource.

Projects Videos —

All the projects, data structures, SQL, algorithms, system design, Data Science and ML , Data Analytics, Data Engineering, , Implemented Data Science and ML projects, Implemented Data Engineering Projects, Implemented Deep Learning Projects, Implemented Machine Learning Ops Projects, Implemented Time Series Analysis and Forecasting Projects, Implemented Applied Machine Learning Projects, Implemented Tensorflow and Keras Projects, Implemented PyTorch Projects, Implemented Scikit Learn Projects, Implemented Big Data Projects, Implemented Cloud Machine Learning Projects, Implemented Neural Networks Projects, Implemented OpenCV Projects,Complete ML Research Papers Summarized, Implemented Data Analytics projects, Implemented Data Visualization Projects, Implemented Data Mining Projects, Implemented Natural Leaning Processing Projects, MLOps and Deep Learning, Applied Machine Learning with Projects Series, PyTorch with Projects Series, Tensorflow and Keras with Projects Series, Scikit Learn Series with Projects, Time Series Analysis and Forecasting with Projects Series, ML System Design Case Studies Series videos will be published on our youtube channel ( just launched).

Subscribe today!

Tech Newsletter —

If you are interested, you can join my newsletter through which I send tech interview tips, techniques, patterns, hacks — Software Development, ML, Data Science, Startups and Technology projects to more than 30K readers. You can subscribe to Tech Brew :

System Design Case Studies — In Depth

Design Instagram

Design Netflix

Design Reddit

Design Amazon

Design Messenger App

Design Twitter

Design URL Shortener

Design Dropbox

Design Youtube

Design API Rate Limiter

Design Web Crawler

Design Amazon Prime Video

Design Facebook’s Newsfeed

Design Yelp

Design Uber

Design Tinder

Design Tiktok

Design Whatsapp

Most Popular System Design Questions

Mega Compilation : Solved System Design Case studies

Complete Data Structures and Algorithm Series

Complexity Analysis

Sliding Window

Backtracking

Greedy Technique

Two pointer Technique

1- D Dynamic Programming

Divide and Conquer Technique

Recursion

Github —

Advanced SQL Series

Day 1 : SQL Basics and Kick start of Advanced SQL Series

Day 2 : SQL Basics, Query Structure, Built In functions Conditions

Day 3 : Most Important Commands, Joins and Filters

Day 4 : Set Theory Operations, Stored Procedures and CASE statements in SQL

Day 5 : Wildcards, Aggregation and Sequences in SQL

Day 6 : Subqueries, Group by, order by and Having clauses in SQL and Analytical Functions

Day 7 : Window Functions, Grouping Sets and Constraints in SQL

Day 8 : BigQuery Basics, SELECT, FROM, WHERE and Date and Extract in BigQuery

Day 9 : Common Expression Table, UNNEST Clause, SQL vs NoSQL Databases

Day 10 : Triggers, Pivot and Cursors in SQL

Day 11 : Views, Indexes and Auto Increment in SQL

Day 12 : Query optimizations, Performance tuning in SQL

Day 13 : Introduction to MySQL, PostgreSQL and Mongo DB, Comparison between MySQL and PostgreSQL and Mongo DB, Introduction to SQL and NoSQL Databases

Day 14 : MySQL in Depth

Day 15 : PostgreSQL inDepth

All the Complete System Design Series Parts —

1. System design basics

2. Horizontal and vertical scaling

3. Load balancing and Message queues

4. High level design and low level design, Consistent Hashing, Monolithic and Microservices architecture

5. Caching, Indexing, Proxies

6. Networking, How Browsers work, Content Network Delivery ( CDN)

7. Database Sharding, CAP Theorem, Database schema Design

8. Concurrency, API, Components + OOP + Abstraction

9. Estimation and Planning, Performance

10. Map Reduce, Patterns and Microservices

11. SQL vs NoSQL and Cloud

For complete tech interview compilation -

  • Design a Credit Card Authorization System
  • Design a chat service
  • Design a ride-sharing service

Complete System Design Series — System Design Made Easy

  • Design a URL shortening service

Python projects —

  • Design a social media service
  • Design a social message board
  • Design a system to store time series data
  • Design a concurrent Hashmap
  • Design an ATM Machine system which can support massive amount of transactions
  • Design Airport Baggage system

Part 1 of this mega series ( Day 0 — Day 20) can be found here —

  • Design Flight Information Display system
  • Design a conference room booking system
  • Design newsfeed feature of Facebook
  • Design an efficient Mail delivery system
  • Design like/dislike feature at Youtube scale.
  • Design Instagram.

Part 2 of this mega series ( Day 21 — Day 35) can be found here —

  • Design Tik-Tok
  • Design twitter
  • Design Uber
  • Design a logging system
  • Design Google Maps
  • Design a Video Conferencing System
  • Design a file storage service
  • Design a video streaming service

Part 3 of this mega series ( Day 36 — Day 48) can be found here —

  • Design a smart meter system
  • Build Cart as a service
  • Design metas newsfeed with live posts
  • Design a Limited Time Deals
  • Design Twitter’s trending topics
  • Design a system that counts the number of clicks on YouTube videos
  • Design Gmail
  • Design a global system to upgrade software on a fleet of machines
  • Design a recommendation system
  • Design a food sharing application
  • Design an API for a tic tac toe game
  • Design payment module for Uber app

Complete Data Preprocessing and Data Visualization with Projects — Mega Compilation Part 2

  • Design Truecaller type of system
  • Design performance management system (appraisal workflow system) that can be used across companies.
  • Design comment system
  • Design flight system
  • Design Tinder
  • Design survey site like surveymonkey
  • Design a geographically partitioned multi-player card game.
  • Design a kind of kindle fire application

The Most Hilarious Code Comments Ever

  • Design a realtime Video chat like Google Duo
  • Design News paper & Magazine subscription system
  • Design a system like Hackerrank/Top Coder
  • Design an API Rate Limiter
  • Design a proximity server
  • Design a Type-Ahead service
  • Design a traffic control system
  • Design amazon’s frequently viewed product page

Build Machine Learning Pipelines( With Code)

  • Design a toll system for highways.
  • Design URL Shortener.
  • Design Instant Messenger.
  • Design a CDN network
  • Design a Google document system
  • Design a random ID generation system
  • Design a key-value database
  • Design the Facebook news feed function

Recurrent Neural Network with Keras

  • Design a forum-like systems like Quora, Reddit or HackerNews.
  • Design the Facebook timeline function
  • Design a function to return the top k requests during past time interval
  • Design an online multiplayer card game
  • Design an online poker game for multiplayer.
  • Design a graph search function
  • Design a picture sharing system
  • Design an API Rate Limiter system for GitHub or Firebase sites
  • Design a search engine
  • Design a recommendation system
  • Design What’s up
  • Discussion and designing LRU cache.

Custom Layers in Keras

  • Design a garbage collection system.
  • Design a system to capture unique addresses in the entire world.
  • Design a recommendation system for products.
  • Design a tinyurl system
  • Design Paypal
  • Design Air traffic control system
  • Design Google Maps
  • Design Grammarly
  • Design AirBNB
  • Design a vending machine in Java
  • Design a traffic control system
  • Design a limit order book for trading systems

Most Popular Coding Questions — Company Wise List : Part 1

  • Design an elevator system?
  • Design an e-commerce website
  • Design an e-commerce website using microservices
  • Design a website like Pastebin.
  • Design Google’s Web Crawler
  • Design Zoom
  • Design Twitter
  • Design Online Examination Portal
  • Design RedBus
  • Design BookMyShow

Curated List — The Top & Most Frequently Asked Coding Questions You Should Practice

  • Design Domain Backdooring system
  • Design Amazon Locker
  • Design Movies Review Aggregator System
  • Design offline caching system for Ecommerce platform
  • Design Amazon E-commerce
  • Design Online chess game/Multiplayer game
  • Design gaming platform.
  • Design a last-mile delivery platform
  • Design Foodpanda/Zomato/Swiggy/
  • Design Meeting Calendar system

Most Popular Coding Questions — Company Wise List : Part 2

  • Design Spotify
  • Design Promo Code API
  • Design Vending machine
  • Design splitwise
  • Design Google pay at scale
  • Design a Job schedular
  • Design Meeting Scheduler
  • Design Debugger
  • Design Automatic Parking System
  • Design malloc, free and garbage collection system.
  • Design a system for collaborating over a document
  • Design election commission architecture

ANN, Linear Regression, Decision Tree Regression and Random Forest with a project

  • Design a garbage collection system
  • Design a scalable web crawling system
  • Design the Facebook chat function
  • Design a trending topic system
  • Design a url compression system
  • Design Elevator system.

Transfer learning and Text Classification

  • Design distributed caching system.
  • Design Amazon Locker Service.
  • Design Amazon Best Seller Item Service
  • Design a global chat service like Whatsapp or a facebook messenger.
  • Design dropbox’s architecture.
  • Design a picture sharing website.
  • Design a news feed
  • Design a product based on maps
  • Design commenting system
  • Design a ranking system.
  • Design Amazon Cart system

Natural Language Processing and Convolutions

  • Design Google Search
  • Design Twitter
  • Design Facebook
  • Design Snapchat
  • Design Instagram
  • Design App-store
  • Design a music player application
  • Design a distributed LRU Cache
  • Design Dropbox or Google Drive

Bidirectional Encoder Representations from Transformers ( BERT) with a project

  • Design subscription based sports website
  • Design Netflix
  • Design a Latency Management System
  • Design a Library Management System
  • Design a Notification service
  • Design ESPN/Cricinfo/Cricbuzz
  • Design Uber
  • Design Whatsapp

Quick Recap : 30 days of Natural Language Processing ( NLP) with Projects Series

  • Design Quora
  • Design Lookahead system
  • Design Google Docs/ Collaborative Editing service
  • Design URL Shortner service

30 days of Data Analytics Series —

Day 1 : Data Analytics basics and kickstart of Data analytics with projects series

Day 2: Business Understanding — Data Driven Decision Making, Descriptive Analysis, Predictive Analysis, Diagnostic Analysis, Prescriptive Analysis

Day 3 : Data Analytics Ecosystem — Data Life Cycle, Data Analysis complete process ( most important things)

Day 4 : Probability, Conditional Probability, Binomial Distribution, Probability Density Function, Sampling Distribution

Day 5 : Statistics

Day 6 : Basic and Advanced SQL

Day 7 : Data Collection, Data Cleaning and Python

Day 8 : Pandas and Numpy

Day 9 : Data Manipulation

Day 10 : Data Visualization — Part 1

Day 11 : Project 1 : Data Visualization — Part 2

Day 12 : Data Visualization — Part 3

Day 13: Tableau — Part 1

Day 14: Tableau — Part 2

Day 15: Tableau — Part 3

Tableau Project

Day 16 : Data Analysis Project 2

Day 17 : Data Analysis Project 3

Day 18: Data Analysis Project 4

Day 19: Data Analysis Project 5

Day 20 : Data Analysis Project 6

Categorical and Numerical Features

Missing Value Analysis

Fill the missing Values

Unique Value Analysis

Univariate Analysis

Bivariate Analysis

Multivariate Analysis

Correlation Analysis

Day 21 : Data Analysis Project 7

Data Profiling

Feature Engineering

GroupBy Features

Categorical and Numerical Features

Missing Value Analysis

Fill the missing Values

Unique Value Analysis

Univariate Analysis

Bivariate Analysis

Multivariate Analysis

Correlation Analysis

Day 22 : Data analysis Project 8

Linear Regression

Data Profiling

Feature Engineering

Sort Values

Categorical and Numerical Features

Missing Value Analysis

Unique Value Analysis

Univariate Analysis

Bivariate Analysis

Multivariate Analysis

Correlation Analysis

Correlation Coefficients

Take Complete Hands On Tableau Course : Link

Advanced SQL Series

Day 1 : SQL Basics and Kick start of Advanced SQL Series

Day 2 : SQL Basics, Query Structure, Built In functions Conditions

Day 3 : Most Important Commands, Joins and Filters

Day 4 : Set Theory Operations, Stored Procedures and CASE statements in SQL

Day 5 : Wildcards, Aggregation and Sequences in SQL

Day 6 : Subqueries, Group by, order by and Having clauses in SQL and Analytical Functions

Day 7 : Window Functions, Grouping Sets and Constraints in SQL

Day 8 : BigQuery Basics, SELECT, FROM, WHERE and Date and Extract in BigQuery

Day 9 : Common Expression Table, UNNEST Clause, SQL vs NoSQL Databases

Day 10 : Triggers, Pivot and Cursors in SQL

Day 11 : Views, Indexes and Auto Increment in SQL

Day 12 : Query optimizations, Performance tuning in SQL

Day 13 : Introduction to MySQL, PostgreSQL and Mongo DB, Comparison between MySQL and PostgreSQL and Mongo DB, Introduction to SQL and NoSQL Databases

Day 14 : MySQL in Depth

Day 15 : PostgreSQL inDepth

Anyways, For Day 15 of 15 days of Advanced SQL, we will cover —

PostgreSQL inDepth

Github for Advanced SQL that you can follow —

All the projects, data structures, algorithms, system design, Data Science and ML, Data Engineering, MLOps and Deep Learning videos will be published on our youtube channel ( just launched).

Subscribe today!

System Design Case Studies — In Depth

Design Instagram

Design Messenger App

Design Twitter

Design URL Shortener

Design Dropbox

Design Youtube

Design API Rate Limiter

Design Web Crawler

Design Facebook’s Newsfeed

Design Yelp

Design Uber

Design Tinder

Design Tiktok

Design Whatsapp

Most Popular System Design Questions

Mega Compilation : Solved System Design Case studies

Complete Data Structures and Algorithm Series

Complexity Analysis

Backtracking

Sliding Window

Greedy Technique

Two pointer Technique

Arrays

Linked List

Strings

Stack

Queues

Hash Table/Hashing

Binary Search

1- D Dynamic Programming

Divide and Conquer Technique

Recursion

Github —

Some of the other best Series —

30 Days of Natural Language Processing ( NLP) Series

How to solve any System Design Question ( approach that you can take)?

30 days of Data Engineering with projects Series

30 days of Data Structures and Algorithms and System Design Simplified

60 Days of Deep Learning with Projects Series

Data Science and Machine Learning Research ( papers) Simplified **

60 days of Data Science and ML Series with projects

100 days : Your Data Science and Machine Learning Degree Series with projects

23 Data Science Techniques You Should Know

Tech Interview Series — Curated List of coding questions

Complete System Design with most popular Questions Series

Complete Data Visualization and Pre-processing Series with projects

Complete Python Series with Projects

Complete Advanced Python Series with Projects

Kaggle Best Notebooks that will teach you the most

Complete Developers Guide to Git

All the Data Science and Machine Learning Resources

210 Machine Learning Projects

30 days of Machine Learning Ops

Tech Newsletter —

If you are interested, you can join my newsletter through which I send tech interview tips, techniques, patterns, hacks — Software Development, ML, Data Science, Startups and Technology projects to more than 30K readers. You can subscribe to Tech Brew :

More Projects —

Complete Python And Projects — Mega Compilation

Complete Data Preprocessing and Data Visualization with Projects — Mega Compilation Part 2

Maths —

Statistics for Data Science and Machine Learning with Code Implementation

Maths for Data Science and Machine learning

In this post we covered Maths for ML . Topics like Linear Algebra, Calculus, Matrix and Vectors, Bayes Theorem and Cheatsheets etc are covered in detail.

For other projects, tune to —

Build Machine Learning Pipelines( With Code)

Recurrent Neural Network with Keras

Custom Layers in Keras

Follow for more updates, stay tuned and of-course let me end this post with a quote by Steve Jobs ;)

“Your time is limited, so don’t waste it living someone else’s life.”

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