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SDG 9: Industry, Innovation and Infrastructure

Data Structures and Algorithms Specialization

New
Duration: 3 h 50 m / 26 lessons

Level: General

Course Language: Arabic

By the end of this course, you will be able to

  • Understand the foundational concepts of programming algorithms and software development.

  • Learn about data structures, arrays, linked lists, stacks, and queues, and how to use them in data management and task execution.

  • Apply data structures to solve practical problems and improve program performance.

  • Evaluate and analyze the efficiency of algorithms, and enhance data sorting efficiency by mastering common sorting algorithms.

  • Acquire data searching skills and use hash tables to improve data access speed and organization.

  • Apply recursion techniques to solve complex problems effectively, and develop skills in recursive programming to understand and apply concepts like slicing, searching, and iterative counting efficiently.

Course details

  • 3 h 50 m/26 lessons
  • Last updated: 5/8/2024
  • Course completion certificate

Course Content

Free lessons

1.

Introduction to Algorithms

2 Minutes
2.

Popular Algorithms for Efficient Coding

4 Minutes

About this course

Data structures and algorithms are among the most essential components of computer science, forming the foundation of programming and software development. This course will help you learn how to transform raw data into valuable, usable information effectively and efficiently. We will begin with an introduction to algorithms as you will discover how algorithms can be the key to solving many programming problems, from the simplest to the most complex. You will learn how to analyze algorithms and evaluate their efficiency in terms of time and space, which is crucial for choosing the optimal solution. Next, we will explore the appropriate work environment for developing and implementing algorithms efficiently. You will become familiar with the tools and platforms that can assist you in designing and analyzing algorithms effectively. You will also learn about various basic data structures such as arrays, linked lists, stacks, and queues. These structures are fundamental tools for organizing and managing data, and you will learn how to use them to improve the performance of your programs. We will dive into the secrets of data transformation through techniques such as quicksort, merge sort, and bubble sort. You will discover how these algorithms can make data sorting easier and more efficient. Additionally, you will learn how to apply strategies like "divide and conquer" to enhance sorting operations. You will learn effective search techniques in ordered or unordered lists and how to use hash tables to improve data access speed and organization. Finally, we will explore recursion and the power of recursive programming. You will learn how these techniques can help you solve complex problems effectively and how to apply them in practical scenarios. By joining this course, you will have a set of skills and knowledge that will enable you to handle data and programming algorithms professionally, preparing you to face the challenges of programming and software development in the future.

Course requirements and prerequisites

There are no requirements for this course. Your interest in the topic and your commitment to learning are all you need to achieve the utmost benefit from this course.

Mentor

Data Structures and Algorithms Specialization

New
Duration: 3h 50m / 26 lessons
Level: General
Course Language: Arabic