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Java DSA (Data Structures & Algorithms) Course
Applied Data Structures & Algorithms in Java
Learn data structures and algorithms in Java, including linked lists and trees, graphs, heaps, and sorting. Enroll in this Java DSA course to improve your skills in solving problems and coding interviews.
About this course
Learn data structures and algorithms in Java, including linked lists and trees, graphs, heaps, and sorting. Enroll in this Java DSA course to improve your skills in solving problems and coding interviews.
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Course outline
Industry focussed curriculum designed by experts
Introduction to Data Structure and Algorithm
6 items
1.11 hr
- Algorithmic Analysis
- Types of Algorithmic Analysis
- Need to learn Complexity Theory
- Time Complexity
- Space Complexity
- Data Structure and its Types
Linked List
6 items
0.36 hr
- Types of Linked Lists
- Implementation of Circular Linked List
- Implementation of Doubly Linked List
- Linked Stack and Queue
- Implementation of Linked Queue
- Implementation of Linked Stack
Stack and Queue
4 items
0.22 hr
- Introduction to Stack
- Array Representation of Stack
- Implementation of Stack using Arrays
- Infix to Postfix conversion - Demo
- Postfix Evaluation - Demo
- Queue
Trees and Trie
4 items
0.36 hr
- Storing Strings - Binary Search Tree
- Advantages and Challenges of Binary Search Tree
- Introduction to Trie
- Implementation to Trie
Graphs
6 items
1.11 hr
- Introduction to Graph
- Types of Graph
- Introduction to BFS
- Implementation of BFS
- Introduction to DFS
- Implementing DFS using Stack
Heaps
5 items
0.36 hr
- Introduction to Heap
- Min Heap
- Min Heap - Demo
- Max Heap
- Max Heap - Demo
Hashing
5 items
0.44 hr
- Introduction to Hash Table
- Introduction to Hashing
- How is Hashing Performed
- Linear Probing
- Collision Resolution
Collections
19 items
2.23 hr
- What is Collection
- Collections Framework - Introduction
- Collections Framework Hierarchy
- ArrayList
- ArrayList Implementation
- Linked List - 1
- Linked List - 2
- Linked List Implementation
- Stack Class
- Implementation of Stack
- Queue Interface
- Set Interface
- List Interface
- Priority Queue - Introduction
- Priority Queue - Implementation
- HashSet - Introduction
- HashSet - Implementation
- Linked HashSet
- Linked HashSet Implementation
Searching
7 items
1.09 hr
- Introduction to Searching
- Linear Search
- Linear Search - Implementation
- Binary Search
- Binary Search - Implementation
- Three Sum - Implementation
- Highest Frequency Number - Implementation
Sorting
18 items
1.33 hr
- Introduction to Bubble Sort
- Implementation of Bubble Sort
- Bubble Sort - Analysis
- Introduction to Insertion Sort
- Implementation of Insertion Sort
- Insertion Sort - Analysis
- Introduction to Selection Sort
- Implementation of Selection Sort
- Selection Sort - Analysis
- Bubble Sort Vs Selection Sort Vs Insertion Sort
- Introduction to Merge Sort
- Implementation of Merge Sort
- Merge Sort - Analysis
- Introduction to Quick Sort
- Implementation of Quick Sort
- Quick Sort - Analysis
- Heap Sort
- Implementation of Heap Sort
Types of Programming
11 items
2.22 hr
- Introduction to Divide & Conquer
- Divide & Conquer - Application
- Introduction to Greedy Algorithm
- Application of Greedy Algorithm
- Introduction to Huffman Coding
- Huffman Coding - Implementation
- Introduction to Dynamic Programming
- Bellman Ford Algorithm
- Bellman Ford Algorithm - Implementation
- Introduction to Recursion
- Understanding Tower of Hanoi
- Tower of Hanoi - Implementation
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Start 7-Day Free TrialGuided Projects
Solve real-world projects using a step-by-step guide, starter code templates, and access to model solutions as you learn DSA in Java so you can level up your skills and create a standout resume.
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Earn a certificate for every project you complete.
- GUIDED PROJECT 1
- Pathfinding in a City Map
- This project focuses on designing a program that represents a city map as a graph and implements pathfinding algorithms to find the shortest or most efficient route between two locations. Students will learn graph representation, traversal algorithms like BFS and DFS, and can extend to weighted shortest-path algorithms like Dijkstra’s or A*.
- GUIDED PROJECT 2
- E-commerce Order Processing System
- This project simulates an e-commerce platform’s order management system, handling order insertion, priority-based delivery, searching and sorting of orders and efficient storage using hashing. It incorporates advanced data structures like heaps, hash tables and sorting/searching algorithms.
Gain skills & build your resume with complete access to guided projects in your free trial
Start 7-Day Free TrialCourse Instructors
Mr. Vishwa Mohan
Staff Engineer @ LinkedIn | IIT Grad | Technology enthusiast | Mentor | Public Speaker
Frequently Asked Questions
Who can enroll in this Java DSA course?
The course would be suitable to students, software developers and professionals interested in practicing coding interview questions, and to anyone wishing to sharpen their problem-solving and programming skills using Java.
What can I learn in this DSA Java course?
You will be introduced to the basics of data structures and algorithms like linked lists, stacks, queues, trees, tries, graphs, heaps and hashing. The course also covers the search and sorting algorithms, paradigms like recursion, dynamic programming, greedy algorithms, and divide and conquer.
What do I gain in this Java with DSA course?
This Java DSA course will enable you to access and utilize data structures and algorithms in Java, comprehend and analyze time and space complexity, and apply problem-solving techniques to real-life cases like pathfinding, order processing, and the use of efficient data management.
Is this Java with DSA course self-paced?
Yes. It is a self-paced course, meaning that you study at your pace. You will access video lessons, examples and guided projects which will allow you to practice each concept step on step
Does the course include practical projects?
Yes. You will work on guided projects that apply DSA concepts in real-world scenarios:
- Pathfinding in a City Map – Represent a city map as a graph and use traversal and shortest-path algorithms to find efficient routes.
- E-commerce Order Processing System – Build a system to manage orders using hashing, heaps, searching, and sorting techniques for optimized performance.
Do I need to have prior knowledge of Java programming to enroll?
Yes, As the course focuses on applying DSA concepts to Java, knowledge of Java programming is necessary.
What is the difference between this Data Structures Java course and other courses?
The course not only discusses theory but also focuses on implementation in Java, enabling you to turn the concepts into working code. The involvement of practical work also aids in providing an approximation of real-world applications, which is very useful in academic and professional development.
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