Advanced Data Structures
Course 2 of 4 in the Data Structures & Algorithms diploma
The data structures behind efficient searching, indexing and hierarchical data: binary trees, binary search trees (BST), heaps, tries, AVL trees and hash tables.
Senior Vision Engineer, NVIDIA
What you'll learn
- Implement binary trees and their traversals.
- Build binary search trees (BST) and balanced AVL trees.
- Use heaps and tries to solve problems.
- Understand hash tables and build them yourself.
Students who learned with us now work at
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NVIDIA · PhD, SFUDr. Mostafa Saad Ibrahim
He has worked in AI for 15 years across research and engineering, and has published papers at CVPR and ECCV with more than 1,000 combined citations. He has taught programming since 2006 and runs a leading Arabic competitive programming channel on YouTube with more than 134 thousand subscribers.
Why he teaches this course himself
- ICPC World Finalist, and coach and judge in programming competitions
- Connects the material to what programmers need in real work
- Head of the judging committee for programming contests in Egypt and Jordan (ECPC and ACPC)
Course curriculum: 6 units
Units 08 to 13 of the Data Structures & Algorithms diploma. Lessons are followed by practice assignments, with video walkthroughs of the solutions.
08Binary Tree14 lectures
BT Homework 1 - 6 Easy Challenges
BT Homework 3 - 3 Medium Challenges
BT Homework 2 - 3 Medium to Hard Challenges
09Binary Search Tree11 lectures
BST Homework 1 - 2 Easy Challenges
BST Homework 2 - 3 Medium Challenges
BST Homework 3 - 3 Medium Challenges
10Heap7 lectures
Heap Homework 1 - 5 Easy to Medium Challenges
Heap Homework 2 - 4 Medium to Hard Challenges
11Trie12 lectures
Homework Videos
12AVL Tree4 lectures
AVL Homework 1 - 3 Medium to Hard Challenges
13Hash Tables9 lectures
Homework Videos
Why CSkilled instead of scattered resources?
A comparison between learning from scattered resources and learning from one integrated curriculum.
Scattered resources (YouTube / generic courses / bootcamps)
- Depth and curriculum: Scattered content with no clear order, so you get lost between levels.
- Practice: Few problems, often without explained solutions, and small, incomplete projects.
- Instructor and language: Uneven quality of explanation, and much of it is in English only.
- Support and cost: No guidance, and dollar-priced subscriptions or expensive bootcamps.
What do you get at CSkilled Academy?
- Depth and curriculum: 70 lectures and 90 hours in two versions, Python and C++, explaining the idea before using any ready-made tool.
- Practice and projects: Graded problems with explained solutions, and hands-on projects that bring what you learned together into complete work.
- Instructor and language: Taught in Arabic with English terminology, with six Diplomas taught by Dr. Mostafa Saad, who has taught programming for 20 years and is a Senior Computer Vision Engineer at NVIDIA with a PhD in Computer Vision.
- Support and payment: A support team that answers your questions on WhatsApp, and interest-free installments for up to 6 months.
Real experiences from students who completed the journey
57 lectures · EGP 3,750
Enroll in the course, or take the full diploma
No interest and no hidden fees.
Advanced Data Structures
Data Structures & Algorithms Diploma
21 units in C++ · 200+ problems with explained solutions · interest-free installments up to 6 months
Start with the free lectures today
Try the teaching with the free lectures, then enroll in Advanced Data Structures for EGP 3,750 or in installments.
Questions before you enroll
What are the prerequisites for this course?
Completing the first course, or knowing complexity analysis, linked lists, stacks and queues.
Can I complete the full diploma later?
Yes. You can enroll in the diploma's remaining courses one by one, or subscribe to the full diploma at any time.
Can I pay in installments?
Yes, over 3 months with no interest: EGP 1,675 down when you enroll, then 2 monthly payments of EGP 1,037.50.
Are the lectures recorded?
Yes, they're fully recorded and you watch them whenever suits you.
What language is the teaching in?
Arabic, with technical terms in English so you can work with references and the job market.