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Udemy - Sorting Algorithms In Python (Animation-Based)
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Implement and understand sorting algorithms through animations. Master sorting for your next coding interview!
What you'll learn Six important comparison based sorting algorithms: Bubble Sort, Selection Sort, Insertion Sort, Quick Sort, Merge Sort and Heap Sort. Relate each line in the code with its purpose in the algorithm. How to implement the covered sorting algorithms in Python. Compare the efficiency of sorting algorithms using the Big O Notation. Requirements Basic programming (Data types, variables, loops, functions, etc.) Basic math for the time complexity analysis (Summations, functions, etc.) To run the code and experiment by yourself, you will need to have Python 3 installed on your device. Description Sorting is a fundamental concept in computer science and is essential for many applications. This course will teach you through detailed animations how the most important sorting algorithms work and how to implement them in Python. By the end of this course, you will have an excellent understanding of the six popular sorting algorithms: Bubble Sort, Selection Sort, Insertion Sort, Quick Sort, Merge Sort and Heap Sort. We will start in the first section with an introduction to sorting, the Big O notation, and a rough overview over the master theorem. For each sorting algorithm, there is a separate section, where we'll delve into at least two videos. The first video serves always as an introduction to the underlying algorithm, covering its core concept, the corresponding Python code, and practical examples. An additional example video is available for Quick Sort , as it can be a challenging algorithm for beginners to understand. By providing a very detailed example, the corresponding video aims to simplify the learning process and help learners gain a better understanding of the connection of Quick Sort and its implementation. In the second video , we conduct a comprehensive analysis of the algorithm's properties. This includes mainly examining its stability, whether it performs in-place sorting, as well as its time complexity under various cases such as best, average, and worst-case scenarios. This course is for anyone who wants to gain a better understanding of sorting algorithms and a bit of Python programming. Join this course today and take the first step in becoming an expert in sorting! Who this course is for Computer Science Students College Graduates Software engineers
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction to sorting algorithms.mp4
39.8 MB
~Get Your Files Here !/1. Introduction/1. Introduction to sorting algorithms.srt
8.7 KB
~Get Your Files Here !/1. Introduction/2. PLEASE WATCH - Note on for loops in this course.mp4
11.9 MB
~Get Your Files Here !/1. Introduction/2. PLEASE WATCH - Note on for loops in this course.srt
5.5 KB
~Get Your Files Here !/1. Introduction/3. A brief introduction to Big O notation.mp4
41.8 MB
~Get Your Files Here !/1. Introduction/3. A brief introduction to Big O notation.srt
15.6 KB
~Get Your Files Here !/1. Introduction/4. Master theorem.mp4
9.4 MB
~Get Your Files Here !/1. Introduction/4. Master theorem.srt
2.3 KB
~Get Your Files Here !/2. Bubble Sort/1. Code for this section.html
69 B
~Get Your Files Here !/2. Bubble Sort/1.1 BubbleSort_Code.py
1.5 KB
~Get Your Files Here !/2. Bubble Sort/2. Bubble Sort - Introduction, code and examples.mp4
59.8 MB
~Get Your Files Here !/2. Bubble Sort/2. Bubble Sort - Introduction, code and examples.srt
5.6 KB
~Get Your Files Here !/2. Bubble Sort/3. Bubble Sort - Analysis.mp4
60.1 MB
~Get Your Files Here !/2. Bubble Sort/3. Bubble Sort - Analysis.srt
16.4 KB
~Get Your Files Here !/3. Selection Sort/1. Code for this section.html
47 B
~Get Your Files Here !/3. Selection Sort/1.1 SelectionSort_Code.py
651 B
~Get Your Files Here !/3. Selection Sort/2. Selection Sort - Introduction, code and examples.mp4
54.1 MB
~Get Your Files Here !/3. Selection Sort/2. Selection Sort - Introduction, code and examples.srt
5.1 KB
~Get Your Files Here !/3. Selection Sort/3. Selection Sort - Analysis.mp4
19.2 MB
~Get Your Files Here !/3. Selection Sort/3. Selection Sort - Analysis.srt
7 KB
~Get Your Files Here !/4. Insertion Sort/1. Code for this section.html
47 B
~Get Your Files Here !/4. Insertion Sort/1.1 InsertionSort_Code.py
662 B
~Get Your Files Here !/4. Insertion Sort/2. Insertion Sort - Introduction, code and examples.mp4
85.9 MB
~Get Your Files Here !/4. Insertion Sort/2. Insertion Sort - Introduction, code and examples.srt
13.9 KB
~Get Your Files Here !/4. Insertion Sort/3. Insertion Sort - Analysis.mp4
45.9 MB
~Get Your Files Here !/4. Insertion Sort/3. Insertion Sort - Analysis.srt
12.1 KB
~Get Your Files Here !/5. Quick Sort/1. Code for this section.html
71 B
~Get Your Files Here !/5. Quick Sort/1.1 QuickSort_Code.py
1.7 KB
~Get Your Files Here !/5. Quick Sort/2. Quick Sort - Introduction, code and examples.mp4
109.6 MB
~Get Your Files Here !/5. Quick Sort/2. Quick Sort - Introduction, code and examples.srt
27.5 KB
~Get Your Files Here !/5. Quick Sort/3. Quick Sort - Detailed example.mp4
129 MB
~Get Your Files Here !/5. Quick Sort/3. Quick Sort - Detailed example.srt
14.6 KB
~Get Your Files Here !/5. Quick Sort/4. Quick Sort - Analysis.mp4
102.5 MB
~Get Your Files Here !/5. Quick Sort/4. Quick Sort - Analysis.srt
28.2 KB
~Get Your Files Here !/6. Merge Sort/1. Code for this section.html
43 B
~Get Your Files Here !/6. Merge Sort/1.1 MergeSort_Code.py
1.3 KB
~Get Your Files Here !/6. Merge Sort/2. Merge Sort - Introduction, code and examples.mp4
171.6 MB
~Get Your Files Here !/6. Merge Sort/2. Merge Sort - Introduction, code and examples.srt
32 KB
~Get Your Files Here !/6. Merge Sort/3. Merge Sort - Analysis.mp4
52.3 MB
~Get Your Files Here !/6. Merge Sort/3. Merge Sort - Analysis.srt
15.1 KB
~Get Your Files Here !/7. Heap Sort/1. Code for this section.html
42 B
~Get Your Files Here !/7. Heap Sort/1.1 HeapSort_Code.py
1018 B
~Get Your Files Here !/7. Heap Sort/2. Heap Sort - Introduction, code and examples.mp4
290.4 MB
~Get Your Files Here !/7. Heap Sort/2. Heap Sort - Introduction, code and examples.srt
30.3 KB
~Get Your Files Here !/7. Heap Sort/3. Heap Sort - Analysis.mp4
31.6 MB
~Get Your Files Here !/7. Heap Sort/3. Heap Sort - Analysis.srt
