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Data Structures and Algorithms - Course 1

Data Structures and Algorithms - Course 1

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Size
1023 MB
Seeders
1
Leechers
1
Files
78
Category
Other
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at 6:47am GMT+1
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Description
Description

In this course we will understand different data structures and how to use them effectively for solving problems. It is expected that the students have basic experience in any high-level programming language. Data structures and algorithms are a crucial part of programming interviews. This course is Part-1 of a 2 course series on Complete data structure and algorithms. The main focus here will be mastering the Data structures, implementing those and some problems explaining application of those data structures. The next part will cover different programming paradigms, analysis of algorithms and applying different data structures learnt in part 1. So, part 1 acts as a foundation for part 2.
In this part, we will cover the following topics:

Time and Space complexity of algorithms
Arrays,
Linked Lists,
Trees – Representation, binary trees, binary search trees, balanced binary search trees, and related problems
Stacks and Queues,
Heaps,
Graphs – representation, traversal of graph using breadth-first search, depth first search, graph algorithms
Hash Table,
Tries

A good understanding of data structures and algorithms is very crucial for programming interview. After completing this course you should be able to understand which data structures and algorithms should be used to solve a problem and why. It will not only prepare you for your coding interviews, but also make you a better programmer in general.

So, let’s get started.
Who this course is for:

Software Engineers
Computer Science students
Data Scientists

Requirements

Basic programming skill in any laguage

Last Updated 10/2021

File list
  • Data Structures and Algorithms - Course 1
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  • TutsNode.com.txt 63 B
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/1. Introduction/1. Course Overview.mp4 11.5 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/1. Introduction/1. Course Overview.srt 5.1 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/1. Introduction/2. What are data structures and algorithms.mp4 24.2 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/1. Introduction/2. What are data structures and algorithms.srt 10.5 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/1. Analysis of Algorithms - Running Time.mp4 37 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/1. Analysis of Algorithms - Running Time.srt 17.8 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/2. Asymptotic Analysis of Algorithms.mp4 33.4 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/2. Asymptotic Analysis of Algorithms.srt 10.2 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/3. Big O notation.mp4 47.9 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/3. Big O notation.srt 11.7 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/4. Big Omega notation.mp4 34.4 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/4. Big Omega notation.srt 9.5 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/5. Big Theta Notation.mp4 35.1 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/2. Analysis of Algorithms/5. Big Theta Notation.srt 8.5 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/1. Arrays - Introduction.mp4 60.2 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/1. Arrays - Introduction.srt 15 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/2. Arrays in C++, Java, Python.mp4 35.6 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/2. Arrays in C++, Java, Python.srt 7.8 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/3. Exercise Build Array from Permutation.mp4 28.5 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/3. Exercise Build Array from Permutation.srt 4.8 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/4. Exercise Concatenation of Array.mp4 40.3 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/4. Exercise Concatenation of Array.srt 6.3 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/5. Running Sum of 1d Array.mp4 71.2 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/5. Running Sum of 1d Array.srt 5.8 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/6. Dynamic Arrays - Introduction.mp4 34.2 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/6. Dynamic Arrays - Introduction.srt 11 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/7. Assignment 1.html 198 B
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/8. 2D Arrays.mp4 77.8 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/8. 2D Arrays.srt 20.6 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/3. Arrays/9. Flipping an Image.html 198 B
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/1. Linked List - Introduction.mp4 20.7 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/1. Linked List - Introduction.srt 9.1 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/10. Why Floyd's Cycle detection works.mp4 21.5 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/10. Why Floyd's Cycle detection works.srt 7.1 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/11. Find the beginning of Loop in Linked List.mp4 62.9 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/11. Find the beginning of Loop in Linked List.srt 62.9 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/2. Linked List - Advantages and Disadvantages.mp4 19.3 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/2. Linked List - Advantages and Disadvantages.srt 7.2 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/3. Linked List - Representation and Traversal.mp4 43.9 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/3. Linked List - Representation and Traversal.srt 11.4 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/4. Linked List - Insertion cases and Code.mp4 71.6 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/4. Linked List - Insertion cases and Code.srt 15.6 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/5. Linked List - Deletion.mp4 15.5 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/5. Linked List - Deletion.srt 6.4 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/6. Linked List - Search a key.mp4 15.4 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/6. Linked List - Search a key.srt 5.6 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/7. Find Kth Node from end of a Linked List.mp4 39.1 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/7. Find Kth Node from end of a Linked List.srt 11.5 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/8. Find Middle of a Linked List.mp4 35.4 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/8. Find Middle of a Linked List.srt 11.1 KB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/9. Detect Loop in Linked List.mp4 38.5 MB
  • [TutsNode.com] - Data Structures and Algorithms - Course 1/4. Linked Lists/9. Detect Loop in Linked List.srt 12.5 KB

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