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Master data structures, algorithms, and coding interviews

Master data structures, algorithms, and coding interviews

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3.9 GB
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1
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1
Files
98
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Description


Description



“Why do we need to know algorithm?”



For those who are already working in the IT field, you may wonder why we need to know algorithm since you don’t use it in your day to day tasks. Not everyone working in the IT field uses algorithms, but let’s take a moment to think about why candidates applying for GAFA (Aka Google, Apple, Facebook, Amazon) are always asked interview questions regarding data structures and codes.



What type of engineer do you want to be?



As you may know, Google’s search function and Tesla’s automated driving require top quality performance and that wouldn’t be possible without exceptional algorithm efficiency. Therefore, it’s important for programmers to have the ability to write codes that can perform well. Of course, if you just want to create a small scale web page using a simple web framework, you won’t need to know about algorithm. But services that are popular in our modern society today will face issues with scalability. At the initial stage of creating services, whether the algorithm runs properly or not may be main issue, but as time progresses,  the amount of data increases and programmers will have to focus on how to process the data received in a timely manner. That’s when the programmer’s skills and knowledge are really put to the test.



If you are considering working as an engineer in the Silicon Valley, there will in most if not all cases, be a coding interview portion and without passing this portion of the interview, you won’t be hired. Your soft skills may be looked at by the interviewer, but without a solid background and knowledge of algorithm, you won’t be able to get the position.



Why should I take this course?



In the first half of this course, we’ll be covering the basics of algorithms and data structures using Python. In the latter half, we’ll be covering coding questions you may be asked during an actual interview. If you become familiar with the basics of Python, then you’ll be able to understand the basics of algorithms from this course.  By the end of this course, we hope you feel more confident and prepared to take any coding interviews.



Happy learning!

Who this course is for:



   Anyone who wants to learn the basics of algorithms and/or data structures

   Anyone who wants to be more confident and prepared for algorithm interviews



Requirements



   Basic understanding of Python

   No experience with data structures or algorithms required



Last Updated 10/2022

File list
  • Master data structures, algorithms, and coding interviews
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  • TutsNode.net.txt 63 B
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/1. Introduction/1.1 algo.zip 91.2 KB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/10. Quiz Hash Table/2. Removing the Lowest Number Appearing in Two Lists from the Lists.mp4 54.8 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/11. Quiz Array List/1. Addition by Using Lists.mp4 61.5 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/11. Quiz Array List/2. Snake Pattern.mp4 89.8 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/11. Quiz Array List/3. Computing the Max of Sum Sequences.mp4 56.6 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/11. Quiz Array List/4. Removing Duplicates.mp4 55.1 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/12. Quiz Recursion/1. Displaying Permutations.mp4 56.1 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/12. Quiz Recursion/2. Palindrome.mp4 106.9 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/13. Quiz Rearrangement/1. Even and Odd Numbers Rearrangement.mp4 43 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/13. Quiz Rearrangement/2. Rearranging in the Order Specified in the Index.mp4 42.9 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/14. Quiz Stack/1. Phone Number Mnemonics.mp4 151.8 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/15. Mathematical Quiz/1. Creating a Prime Number.mp4 43.6 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/15. Mathematical Quiz/2. Primality Test.mp4 135.2 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/15. Mathematical Quiz/3. Ramanujan Number (Taxicab Number).mp4 75.1 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/15. Mathematical Quiz/4. Fermat's Last Theorem.mp4 88.5 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/16. Cracking the Codes/1. Caesar Cipher.mp4 103.3 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/16. Cracking the Codes/2. Vigenere Cipher.mp4 104.4 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/16. Cracking the Codes/3. Enigma Cipher.mp4 274.3 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/17. Mathematical Games/1. Tower of Hanoi.mp4 220.4 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/17. Mathematical Games/2. Pascal's Triangle.mp4 77.3 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/17. Mathematical Games/3. Fewest Moves for Triangles.mp4 93.6 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/18. Conclusion_Bonus Lecture/1. Bonus Lecture.mp4 136.3 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/2. Algorithms and Computational Complexity/1. What is Algorithm and Data Structure.mp4 46.7 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/2. Algorithms and Computational Complexity/2. What is Big O Notation and Stability.mp4 60.7 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/1. Bogo Sort.mp4 47.9 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/10. Count Sort.mp4 42.1 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/12. Quick Sort.mp4 69.1 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/13. Merge Sort.mp4 82.8 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/2. Bubble Sort.mp4 39.4 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/3. Cocktail Sort.mp4 44.1 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/4. Comb Sort.mp4 36.4 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/3. Algorithms Sorting/8. Bucket Sort.mp4 40.5 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/4. Search/1. Binary Search.mp4 55.7 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/5. Linked List/1. Simple Linked List.mp4 80.6 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/5. Linked List/2. Reversing Simple Linked List.mp4 48.2 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/5. Linked List/3. Quiz Rearranging Only Even Numbers.mp4 66.5 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/5. Linked List/4. Doubly Linked List.mp4 93.4 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/5. Linked List/5. Reversing Doubly Linked List.mp4 48.9 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/5. Linked List/6. Sorting Doubly Linked List.mp4 36.8 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/6. Hash Table/1. What is a Hash Table.mp4 106.9 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/6. Hash Table/2. Quiz Finding Pairs with Same Number Sums.mp4 35 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/7. Stack and Queue/2. Quiz Correcting Json Format.mp4 36.7 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/8. Tree/2. Insertion in Binary Search Tree.mp4 45.8 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/8. Tree/3. Inorder and Search in Binary Search Tree.mp4 35.5 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/8. Tree/4. Remove in Binary Search Tree.mp4 55.6 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/8. Tree/5. Binary Search Tree Class.mp4 37.5 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/8. Tree/7. Implementation of Heap.mp4 108 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/8. Tree/8. Applying Heap to Compute the Top N Value.mp4 56.7 MB
  • [TutsNode.net] - Master data structures, algorithms, and coding interviews/9. Quiz Hash/2. Finding Symmetric Pairs.mp4 44.8 MB

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