To-Infinity-And-Beyond

We will Hack your Career At this Repository

Problem Solving

• The LeetCode Beginner's Guide
  https://leetcode.com/explore/featured/card/the-leetcode-beginners-guide/

• Hash Table
  [ Hash Map, Hash Set, Design Key, Caching ]
  https://leetcode.com/explore/learn/card/hash-table/

• Arrays
  [Arrays, Strings, 2D Matrix, Two Pointers]
  https://leetcode.com/explore/learn/card/array-and-string/
  https://leetcode.com/explore/learn/card/fun-with-arrays/ (Bonus But You Can Ignore)
  

• Queue & Stack
  https://leetcode.com/explore/learn/card/queue-stack/

• Linkedlist
  [Singly Linkedlist, Doubly Linkedlist, Traverse, insert, delete, Reverse, Fast & Slow Pointers, Complexity ]
  Focus >> Fast & Slow Pointers , Basic Operations Insert & Delete
  https://leetcode.com/explore/learn/card/linked-list/

• Recursion
  Focus >> Recurrence Relation & Base Case , Memoization, Tails Recursion
  Note: also check Tail Recusrion and how Optimized Space Complexity Staff
  https://leetcode.com/explore/learn/card/recursion-i/
  https://www.youtube.com/watch?v=IJDJ0kBx2LM&ab_channel=freeCodeCamp.org

• Recursion ||
  Focus >> Divide and Conquer , Backtracking, Master Theorem
  https://leetcode.com/explore/learn/card/recursion-ii/
  

• Binary Tree & Trees
  https://leetcode.com/explore/learn/card/data-structure-tree/
  https://leetcode.com/explore/learn/card/n-ary-tree/
  https://www.youtube.com/watch?v=dfaKCrJ2HAk
  https://www.youtube.com/watch?v=fPz40W9mfCg
  

• Backtraking
  Def: Algorithm for finding all (or Some) Computational Problems Backtrack As soon as it Determine that canditate cannot lead to Valid Solution
  https://leetcode.com/explore/learn/card/recursion-ii/472/backtracking/
  https://www.youtube.com/watch?v=A80YzvNwqXA&ab_channel=freeCodeCamp.org
  https://www.youtube.com/watch?v=s7AvT7cGdSo&ab_channel=NeetCode
  

• Sliding Window
  https://leetcode.com/explore/featured/card/leetcodes-interview-crash-course-data-structures-and-algorithms/703/arraystrings/4502/
  https://www.youtube.com/watch?v=jM2dhDPYMQM&t=1465s&ab_channel=QuanticDev
  

Advanced

• Heap
  Focus: [Heap != Priority Queue, Min Heap, Max Heap, Heap Sort, Top K Problems, Kth Element]
  https://leetcode.com/explore/learn/card/heap/
  https://www.youtube.com/watch?v=t0Cq6tVNRBA&ab_channel=HackerRank
  https://www.youtube.com/watch?v=B7hVxCmfPtM&ab_channel=MITOpenCourseWare
  Heap Version: https://www.npmjs.com/package/@datastructures-js/priority-queue/v/4.1.1
  

• Trie
  Focus: [Implement Trie (Prefix Tree), insert, traverse ]
  https://leetcode.com/explore/learn/card/trie/
  

• Graph
  https://leetcode.com/explore/learn/card/graph/

• Greedy
  https://www.youtube.com/watch?v=bC7o8P_Ste4&ab_channel=freeCodeCamp.org

• Dynamic Programming
  https://leetcode.com/explore/learn/card/dynamic-programming/
  https://www.educative.io/courses/grokking-dynamic-programming-patterns-for-coding-interviews?aff=VOY6

• Union Find
  TODO:
  

• Monotonic stack
  https://leetcode.com/discuss/study-guide/2347639/a-comprehensive-guide-and-template-for-monotonic-stack-based-problems
  

• Mixed List Includes all Topics
  https://leetcode.com/list/9i3vd4f6

Nice To Have for beginners

• Sorting
  https://leetcode.com/explore/learn/card/sorting/

• Binary Search
  https://leetcode.com/explore/learn/card/binary-search/

General Links

• Neetcode Channel
  https://www.youtube.com/@NeetCode/playlists
  

• Grokking The Coding Interview
  https://www.educative.io/courses/grokking-the-coding-interview

• Cracking the Coding Interview
  https://www.amazon.com/Cracking-Coding-Interview-Programming-Questions/dp/0984782850

• Top Interview Questions
  https://leetcode.com/explore/featured/card/top-interview-questions-easy/

• Crack Amazon Coding Interview Question https://www.educative.io/blog/crack-amazon-coding-interview-questions

System Design

• Pragmatic System Design Udemy
  https://www.udemy.com/course/pragmatic-system-design/

• Scalability & System Design for Developers
  https://www.educative.io/path/scalability-system-design

• Grokking the System Design Interview
  https://www.educative.io/courses/grokking-the-system-design-interview

• Grokking the Advanced System Design Interview
  https://www.educative.io/courses/grokking-adv-system-design-intvw

• System Design Interview Book
  https://www.amazon.com/System-Design-Interview-insiders-Second/dp/B08CMF2CQF

• Leetcode Supported Packages
  https://support.leetcode.com/hc/en-us/articles/360011833974-What-are-the-environments-for-the-programming-languages

Datbase

https://www.udemy.com/course/database-engines-crash-course/

A/B Testing

• Shopify A/B Guide
  https://www.shopify.com/blog/the-complete-guide-to-ab-testing
  

Agile & Behavioral

• How to answer Amazon’s trickiest interview question
  https://www.educative.io/blog/why-amazon-interview-question

• How to prepare and ace interview questions
  https://www.educative.io/blog/behavioral-interviews-how-to-prepare-and-ace-interview-questions

OOP, Solid And Design Patterns

https://github.com/eslamelkholy/Design-Patterns-in-The-Kitchen
https://github.com/MahmoudAbuzeed/SOLID-Principles
https://www.educative.io/blog/solid-principles-oop-c-sharp#what

Relevant Books

• cracking the coding interview
• cracking the system design interview

Fuck Omar Akram Section