MTH101 - Mathematics for Computer Science

• Foundations of Discrete Mathematics
• Set Theory and Algebra
• Logic and Proof Techniques
• Combinatorics: Basic Counting Principles
• Advanced Permutations and Combinations
• Graph Theory Basics
• Trees and Their Properties
• Graph Coloring and Planarity
• Introduction to Probability
• Conditional Probability and Bayes' Theorem
• Random Variables and Expectation
• Discrete Probability Distributions
• Continuous Probability Distributions
• The Central Limit Theorem
• Markov Chains and Processes
• Game Theory and Strategic Behavior
• Introduction to Statistics
• Descriptive Statistics and Data Representation
• Sampling Theory and Distributions
• Estimation and Confidence Intervals
• Hypothesis Testing Fundamentals
• Analysis of Variance (ANOVA)
• Correlation Analysis & Non-parametric Statistical Methods
• Sequences and Series
• Recurrence Relations and Generating Functions
• Network Flows and Matching Theory
• Mathematical Optimisation Techniques
• Applications of Mathematical Concepts in Computer Science

CSE101 - Introduction to Computer Science & Programming

• Introduction to Programming
• Introduction To C++: Variables and Data Types
• Mathematical Operators and Comparison Operators
• Conditional Statements
• While Loops and For Loops
• Nested Loops
• Arrays
• Strings and String Handling in C++
• Multidimensional Arrays
• Functions in C++
• Classes and Member Functions
• Standard Template Library (STL) Functions
• Primitive & Abstract Data Structures in C++
• Arrays & Strings Manipulations
• Brute Force Algorithms
• Introduction to 2D Arrays
• 3D Arrays and Multidimensional Arrays
• Input and Output in C++ (cin, cout)
• Maps and Unordered Maps for Key-Value Pairs
• Classes and Objects in C++
• Inheritance and Polymorphism in C++
• Interfaces and Multiple Inheritance in C++ (via Classes and Abstract Classes)
• Exception Handling in C++
• STL Containers - Vector, Set, and Map
• File Handling in C++
• Serialization in C++
• Templates and Generic Programming in C++
• Concurrency and Multithreading in C++ (std::thread)

CSE201 - Data Structures and Algorithms

• Complexity Analysis - Notations
• Complexity Analysis - Deep Dive
• Two Pointer Technique & Sliding Window Technique
• Introduction to Algorithms - Selection Sort, Bubble Sort
• Stack Data Structure - Intro
• Queue Data Structure - Intro
• Stacks & Queues - Advanced Implementation
• Linked Lists - Intro & Variations
• Binary Search - Intro
• Binary Search - Lower Bound, Upper Bound
• Introduction to Recursion, Journey from Iteration to Recursion
• Execution of Recursive Functions
• Complexity Analysis of Recursive Function, Why & When Recursion
• Recursive Sorting Algorithms - Merge Sort & Quick Sort
• Recursion and Backtracking Fundamentals
• Advanced Recursion and Backtracking Techniques
• Introduction to Greedy Technique
• Implementing Greedy Algorithms in Practice
• Introduction to Dynamic Programming
• Dynamic Programming Techniques
• Advanced Dynamic Programming Techniques
• Introduction to Graphs and Trees
• Graph Traversal Algorithms
• Minimum Spanning Tree & Shortest Path Algorithms
• Introduction to Binary Trees & Binary Search Trees
• Balanced Binary Trees and Advanced Topics
• Heaps and Priority Queues
• Trie - Data Structures

CSE202 - Database Systems

• Introduction to Database Systems
• Relational Database Design
• SQL Basics: Data Definition Language (DDL)
• SQL Basics: Data Manipulation Language (DML)
• Advanced SQL Querying
• Join Operations in SQL
• Subqueries and Nested Queries
• Set Operations in SQL
• Data Integrity and Transactions
• Indexing and Optimisation
• Views and Stored Procedures
• Triggers and Events
• Advanced Data Types
• Managing Large Datasets
• User Management and Security
• Database Maintenance and Administration
• SQL Performance Tuning
• Case Study: Designing a Real-World SQL Database
• Introduction to NoSQL and MongoDB
• MongoDB Basics: CRUD Operations
• Data Modeling in MongoDB
• Advanced Queries in MongoDB
• Indexing and Performance Tuning in MongoDB
• Aggregation Framework
• Replication and Sharding
• MongoDB Security
• Managing MongoDB
• Databases Way forward

CSE301 - Principles of Computer System Design & Architecture

• Introduction to System Design
• System Design Tools and Techniques
• Low-Level Design (LLD)
• High-Level Design (HLD)
• Network Protocols and Technologies
• Network Security
• Operating System Fundamentals
• Processes and Threads in OS
• Memory Management in OS
• File Systems in OS
• Network Operating Systems
• Distributed Systems
• Cloud Computing Fundamentals
• Cloud Networking
• Cloud Security
• Introduction to Cloud Computing and AWS
• AWS Services
• Deploying and Managing Applications on AWS
• AWS Security
• AWS Architecture and Best Practices
• Virtualisation Technologies and Containers
• Scalability and Load Balancing
• Microservices Architecture
• Monitoring, Logging, and Alerting
• CI/CD Pipelines and Automation
• Performance Tuning and Optimisation
• Scalable System Design
• System Design Way Forward