Overview
Our DSA (Data Structures and Algorithms) Certification course In Hyderabad offers comprehensive training in fundamental computer science concepts essential for software development. Led by experienced instructors, you’ll learn to design and implement efficient data structures and algorithms to solve complex problems. Through hands-on coding exercises and real-world projects, you’ll gain practical experience in analyzing algorithmic problems, optimizing code, and improving performance. The course covers key DSA topics such as arrays, linked lists, sorting algorithms, and tree structures, equipping you with the skills to write efficient and scalable code. Ideal for aspiring software developers, programmers, and computer science enthusiasts looking to strengthen their problem-solving and coding skills.
Module 1: Programming Constructs
- Introduction to Programming
- Input Output and Data Types
- Operators
- Conditional Statements
- Loop
- Pattern Problems
- Functions
- 1D Array
- Number Systems and Maths
- String Implementation
- Introductions to Data Structures
- Time & Space Complexity
Module 2: Problem Solving in DS & Algo
Linear DSA
- 1D & 2D Array
- Strings
- Number System & Maths
- Bit Manipulation
- Binary Search
- 2 Pointers
- Recursion
- Hashing
- Sorting
- Link List
- Stacks & Queues
Non-Linear DSA
- Trees
- Binary Trees & Binary Search Trees
- Heaps
- Greedy Algorithms
- Dynamic Programming
- Graphs
Advanced DSA
- Tries
- Segment Tree
- String Pattern Matching
- Advanced DP & Graph Problems
Module 3: CS Fundamentals
- Databases
- Computer Networks
- Operating Systems
Module 4: System Design – LLD + HLD
Low Level Design (LLD)
- Object Oriented Programming
- SOLID Principles
- Design Patterns
- UML Diagram
- Schema Design
- API Design
- Case Studies – Matching Coding Interviews
High Level Design (HLD)
- Architecture Design
- Distributed System
- Domain Name System (DNS)
- Load Balancing
- Consistent Hashing
- CP Theorem
- Caching
- Content Delivery Network (CDNs)
- Transactions
- SQL vS NoSQL
- Scalability
- Zoo -Keeper + Kafka (Distributed Messaging Queue)
- Microservices
- Security
- Case Studies
Module 5: Full Stack
- HTML, CSS, Javascript
- JS for Web Development [DOM Manipulation, Events)
- React
- Redux
- Git
- NodeJS
- Backend Architecture
- MVC Framework
- API Design
- Creating modules, data access layers, controller, views
- Creating microservices