Master the intricacies of data structures and algorithms with this comprehensive course, designed to deepen your understanding of recursion, searching, sorting, and traversal techniques. Gain hands-on experience as you explore foundational concepts, analyze algorithmic complexities, and implement efficient solutions to real-world problems.
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Advanced Data Structures and Algorithms
Ce cours fait partie de Spécialisation Data Structures and Algorithms: The Complete Masterclass
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Instructeur : Packt - Course Instructors
Inclus avec
Expérience recommandée
Ce que vous apprendrez
Master recursion concepts, including call stacks and tree recursion
Implement and analyze searching algorithms like linear and binary search
Develop sorting algorithms and assess their performance
Execute tree and graph traversal techniques for complex data structures
Détails à connaître
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Il y a 6 modules dans ce cours
In this module, we will dive deep into the concept of recursion, exploring its mechanisms and applications. You will learn how to trace recursive function calls, understand call stacks, and apply recursion to scenarios such as tree traversals and factorial calculations. By the end of this module, you'll have a strong grasp of recursion's inner workings and practical uses.
Inclus
6 vidéos2 lectures1 devoir
In this module, we will explore searching algorithms, starting with linear and binary search. You'll learn about the intricacies of binary search, its complexity, and how to implement it iteratively and recursively. By the end, you’ll have the skills to integrate these searching techniques into practical applications.
Inclus
5 vidéos1 devoir
In this module, we will focus on elementary sorting algorithms, including bubble sort, selection sort, and insertion sort. You'll gain hands-on experience implementing these algorithms and analyzing their performance. By the end of this module, you'll understand the foundational concepts of sorting and how to optimize these techniques.
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13 vidéos1 devoir
In this module, we will delve into advanced sorting algorithms, such as quick sort and merge sort. You will learn their complexities, practical implementations, and scenarios where they excel. By mastering these techniques, you will be able to handle large datasets efficiently.
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6 vidéos1 devoir
In this module, we will explore the algorithms for traversing binary trees, covering depth-first search and breadth-first search. Through step-by-step implementations, you'll learn how to navigate tree structures effectively and analyze their complexities. By the end, you'll be proficient in tree traversal techniques for data structure problems.
Inclus
8 vidéos1 devoir
In this module, we will cover graph traversal algorithms, focusing on breadth-first search (BFS) and depth-first search (DFS). You’ll learn how to implement these algorithms, visualize their operations, and analyze their efficiencies. By the end, you’ll be equipped to apply graph traversals in complex data structures.
Inclus
5 vidéos1 lecture2 devoirs
Instructeur
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Offert par
Recommandé si vous êtes intéressé(e) par Algorithms
DeepLearning.AI
University of Washington
Board Infinity
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Foire Aux Questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.