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Ciphernet Innovations

Last updated June 25, 2024

DSA

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DSA

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

  1. Introduction to Programming
  2. Input Output and Data Types
  3. Operators
  4. Conditional Statements
  5. Loop
  6. Pattern Problems
  7. Functions
  8. 1D Array
  9. Number Systems and Maths
  10. String Implementation
  11. Introductions to Data Structures
  12. Time & Space Complexity

Module 2: Problem Solving in DS & Algo

Linear DSA

  1. 1D & 2D Array
  2. Strings
  3. Number System & Maths
  4. Bit Manipulation
  5. Binary Search
  6. 2 Pointers
  7. Recursion
  8. Hashing
  9. Sorting
  10. Link List
  11. Stacks & Queues

Non-Linear DSA

  1. Trees
  2. Binary Trees & Binary Search Trees
  3. Heaps
  4. Greedy Algorithms
  5. Dynamic Programming
  6. Graphs

Advanced DSA

  1. Tries
  2. Segment Tree
  3. String Pattern Matching
  4. Advanced DP & Graph Problems

 

Module 3: CS Fundamentals

  1. Databases
  2. Computer Networks
  3. Operating Systems

Module 4: System Design – LLD + HLD

Low Level Design (LLD)

  1. Object Oriented Programming
  2. SOLID Principles
  3. Design Patterns
  4. UML Diagram
  5. Schema Design
  6. API Design
  7. Case Studies – Matching Coding Interviews

High Level Design (HLD)

  1. Architecture Design
  2. Distributed System
  3. Domain Name System (DNS)
  4. Load Balancing
  5. Consistent Hashing
  6. CP Theorem
  7. Caching
  8. Content Delivery Network (CDNs)
  9. Transactions
  10. SQL vS NoSQL
  11. Scalability
  12. Zoo -Keeper + Kafka (Distributed Messaging Queue)
  13. Microservices
  14. Security
  15. Case Studies

Module 5: Full Stack

  1. HTML, CSS, Javascript
  2. JS for Web Development [DOM Manipulation, Events)
  3. React
  4. Redux
  5. Git
  6. NodeJS
  7. Backend Architecture
  8. MVC Framework
  9. API Design
  10. Creating modules, data access layers, controller, views
  11. Creating microservices

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