DSA Syllabus
Introduction
The W3Schools Data Structures and Algorithms Tutorial is comprehensive and beginner-friendly.
It will give you a fundamental knowledge of data structures and algorithms.
It is designed for beginners and requires basic programming knowledge.
The content has been carefully made to be bite-sized, simple, and easy to understand.
The content has been proven by millions of users over the years. It is updated and improved frequently.
The syllabus outline and its sequence are structured so you can learn DSA step by step, from basic data structures to advanced algorithms.
Learning Outcomes
- Understand basic data structures like arrays, linked lists, trees, and graphs.
- Learn how to sort and search data efficiently.
- Analyze the performance of algorithms using time complexity.
- Improve program efficiency by selecting appropriate data structures.
- Solve real-world problems with effective algorithms.
Note: Are you a teacher teaching DSA? W3Schools Academy is a toolbox of features that can help you teach. It offers classroom features such as pre-built study plans, classroom administration and much more. Read more about Academy here.
Which Subjects Are DSA Relevant For?
- Software Development:
DSA is essential for efficient programming. - Problem Solving:
DSA provides tools for solving complex problems. - System Design:
DSA helps in designing scalable systems. - Competitive Programming:
DSA is crucial for coding competitions. - Technical Interviews:
DSA is a key topic in job interviews. - Performance Optimization:
DSA enables writing efficient code. - Data Science:
DSA helps in handling large datasets efficiently.
Activities
In this tutorial we offer different activities for you to learn DSA for free:
Sign in to Track Progress
You can also create a free account to track your progress.
As a signed-in user, you get access to features such as:
- Learning paths
- Sandbox and lab environments
- Achievements
- And much more!
Overview of the Modules
- DSA HOME
- DSA Intro
- DSA Simple Algorithm
- DSA Arrays
- DSA Bubble Sort
- DSA Selection Sort
- DSA Insertion Sort
- DSA Quick Sort
- DSA Counting Sort
- DSA Radix Sort
- DSA Merge Sort
- DSA Linear Search
- DSA Binary Search
- DSA Linked Lists
- DSA Linked Lists in Memory
- DSA Linked Lists Types
- Linked Lists Operations
- DSA Stacks
- DSA Queues
- DSA Hash Tables
- DSA Hash Sets
- DSA Hash Maps
- DSA Trees
- DSA Binary Trees
- DSA Pre-order Traversal
- DSA In-order Traversal
- DSA Post-order Traversal
- DSA Array Implementation
- DSA Binary Search Trees
- DSA AVL Trees
- DSA Graphs
- Graphs Implementation
- DSA Graphs Traversal
- DSA Cycle Detection
- DSA Shortest Path
- DSA Dijkstra's
- DSA Bellman-Ford
- Minimum Spanning Tree
- DSA Prim's
- DSA Kruskal's
- DSA Maximum Flow
- DSA Ford-Fulkerson
- DSA Edmonds-Karp
- DSA Time Complexity
- DSA Bubble Sort Time Complexity
- DSA Selection Sort Time Complexity
- DSA Insertion Sort Time Complexity
- DSA Time Complexity for Specific Algorithms
- DSA Counting Sort Time Complexity
- DSA Radix Sort Time Complexity
- DSA Merge Sort Time Complexity
- DSA Linear Search Time Complexity
- DSA Binary Search Time Complexity
Sandbox and Lab Environment
DSA, like any programming topic, is best learned through hands-on practice.
Try this example using our editor:
Example
my_array = [7, 12, 9, 4, 11]
minVal = my_array[0]
for i in my_array:
if i < minVal:
minVal = i
print('Lowest value:',minVal)
Run Example ยป
If you want to explore more and host your project, we have a feature called Spaces that allows you to practice DSA implementations for free.
Here you get a secure sandbox environment called Spaces, where you can practice algorithms and test data structures in real-time.
Spaces allow you to test, implement, and analyze code. This includes a W3Schools subdomain, hosting, and secure SSL certificates.
Spaces require no installation and run directly in the browser.
Features include:
- Collaboration
- File navigator
- Terminal & log
- Package manager
- Database
- Environment manager
- Analytics
DSA Certification
W3Schools offers an end-of-pathway certification program.
Here you can take exams to get certified.
The DSA exam is a test that summarizes the W3Schools DSA syllabus.
After passing the exam you get the "Certified DSA Developer" Certification.
There are two different types of certifications:
- Non-adaptive
- Adaptive
The non-adaptive is pass or no pass.
The adaptive certification is adaptive and graded; students will get a grade from intermediate, advanced to professional.
Are You a Teacher?
Are you interested in learning how you can use W3Schools Academy to Teach DSA?
Join our upcoming webinar for a guided demo of W3Schools Academy. You'll see how it works, and discover how it can make teaching programming easier and more engaging.