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Free Tutorial – Design and Analysis of Algorithms

Last updated on May 9, 2024 9:11 pm
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Description

“Deep Dive into Sorting Algorithms” offers a comprehensive exploration of sorting techniques, focusing on theoretical understanding, implementation, and algorithmic analysis. This course provides a structured journey through the landscape of sorting algorithms, catering to both beginners and those seeking to deepen their knowledge.

The curriculum begins with an examination of fundamental sorting algorithms like Bubble Sort, Insertion Sort, Quick Sort and Merge Sort. Students will dissect these algorithms, studying their mechanics and analyzing their time complexities. Building on this foundation, the course progresses to more advanced techniques, including Divide and Conquer algorithms such as Merge Sort and Quick Sort. Through detailed explanations and algorithmic analysis, students will gain insight into the efficiency and trade-offs of these methods.

Throughout the course, emphasis is placed on understanding algorithmic principles rather than practical applications. Real-world scenarios are referenced to illustrate the relevance of sorting algorithms in various contexts.

By the end of the course, students will possess a deep understanding of sorting algorithms, enabling them to select and implement appropriate algorithms for different scenarios. They will be equipped with the analytical tools necessary to evaluate algorithm performance and make informed algorithmic choices.

The course primarily focuses on equipping students with a deep understanding of sorting algorithms.

Who this course is for:

  • Undergraduate or graduate students studying computer science, software engineering, or related fields who want to deepen their understanding of fundamental algorithms and data structures.
  • Enthusiasts or participants in programming competitions like ACM ICPC, Google Code Jam, or LeetCode who want to sharpen their algorithmic skills and improve their performance in competitive programming.

Course content

  • Sorting Algorithms7 lectures • 1hr 55min
  • Sorting Algorithms

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