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Thursday, September 12, 2019

Data Structures and Algorithms (with C# code in GitHub)..udemy 100% free course

Free udemy course.........................This course teaches a comprehensive list of basic and advanced data structures and algorithms, an essential topic of coding interviews at tech companies.
IT & Software
Data Structures and Algorithms (with C# code in GitHub)

The course is paired with a C# GitHub open source project (username: PiJei, repository name: AlgorithmsAndDataStructures) where each algorithm is tagged with its space and time complexities (Big O), and tested for correctness with the exact same examples used in this course.
If you are a developer or a graduate student who is preparing for coding interviews at large tech firms as Google, Amazon, Facebook, Apple, Microsoft, or smaller high tech companies, you have landed in the right place. By attending this course you will learn the essential and complex data structures and algorithms, once and for all. 
Some algorithms are taught over a medium size example such that the algorithm repeats itself several times until it is no longer complex and rather easily understood.
You are expected to maintain the knowledge gained via this course for a very long period of time. This is because this course makes heavy usage of animations , examples, and repetitions, which are the keys for deeply learning new topics.
The course has 45 lectures (~ 400 minutes) covering the following topics:
Search Algorithms:
  1. Linear Search
  2. Hash-Table Search
  3. Jump Search
  4. Exponential Search
  5. Fibonacci Search
  6. Binary Search
  7. Ternary Search
  8. Interpolation Search
Sort Algorithms:
  1. Bubble Sort
  2. Insertion Sort
  3. Selection Sort
  4. Quick Sort
  5. Merge Sort
  6. Radix Sort
  7. Heap Sort
Binary Heaps:
  1. Min Binary Heap
  2. Max Binary Heap
  3. Min-Max Binary Heap
    With these operations:
    1. Build
    2. Insert
    3. Delete
Binary Trees:
  1. Binary Search Tree
  2. AVL Tree
  3. RedBlack Tree
    With these operations:
    1. Insert
    2. Delete
Nary Trees:
  1. B Tree
  2. B+ Tree
    With these operations:
      a. Insert
      b. Delete

Who this course is for:
  • Anyone preparing for coding interviews at GAFAM, or high tech firms
  • Students of computer science/engineering
  • Get the course

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