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Certification Course in Data Structures, Algorithms (DSA) & System Design with AI
Course Overview
Master the foundations of computer science and prepare for technical interviews with in-depth training in Data Structures, Algorithms, and System Design. This course is designed to strengthen problem-solving skills, optimize coding abilities, and build a strong foundation for careers in software engineering and development.
What You Will Learn
- Core Data Structures – Arrays, Linked Lists, Stacks, Queues, Trees, Graphs, Hashing
- Algorithms Mastery – Sorting, Searching, Dynamic Programming, Greedy Algorithms
- Problem-Solving Skills – Competitive programming & coding challenges
- System Design Fundamentals – High-level and low-level design, scalability principles
- Interview Preparation – Real-world coding problems and mock technical interviews
Minimum Qualification & Requirements:
- Open to college students and fresh graduates in CS, IT, or related fields
- A computer with internet access and coding environment (Java/Python/C++)
- Basic programming knowledge required
Modes of Learning:
- Classroom | Online Instructor-Led | Self-Paced
Why DSA matters for software careersTime & Space Complexity (Big-O basics)Arrays & Strings – problem-solving techniquesBit Manipulation essentialsRecursion basics & applicationsBacktrackingSorting – Merge, Quick, CountingSearching – Linear, Binary SearchLinked Lists – single & doubleStacks & Queues – basics & applicationsTrees & BST – traversals & use casesHeaps & Priority Queues – min/max heap basicsGraphs – representation & traversals (BFS, DFS)HashingDynamic ProgrammingGreedy AlgorithmsGraph AlgorithmsDesign Artifacts High Level Design and Low Level DesignScaling Techniques (vertical vs horizontal, load balancing)Caching Techniques (LRU, LFU, CDN basics)SQL vs NoSQL – relational vs document storesEvent-Driven Architecture – message queues, pub/subMicroservices Architecture – API gateway, service discoveryCapstone project combining DSA + System DesignMock technical interviews (coding + design)Resume prep & career guidanceCourse Advantage
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