Our Courses

Artificial Intelligence

Introduction to Artificial Intelligence and Data Science

Build a clear foundation in core AI ideas and the basics of working with data — explained step by step, with the theory and questions that matter in the exam.

“What You’ll Learn”

• Foundations of AI and intelligent agents
• Problem solving and search strategies
• Knowledge representation basics
• Data collection, cleaning and visualisation
• Introduction to machine learning
• Previous-year question discussion

Algorithms

Design and Analysis of Algorithms

Learn to analyse and design efficient algorithms — from asymptotic notation and recurrences to divide-and-conquer, greedy and dynamic programming.

“What You’ll Learn”

• Asymptotic notation and recurrence relations
• Divide and conquer
• Greedy method
• Dynamic programming
• Backtracking and branch & bound
• Complexity classes — P, NP and NP-complete

Theory

Theory of Computation

Make automata, formal languages and Turing machines intuitive — with clear explanations and repeated practice on construction and proof questions.

“What You’ll Learn”

• Finite automata — DFA and NFA
• Regular expressions and regular languages
• Pumping lemma and closure properties
• Context-free grammars and pushdown automata
• Turing machines
• Decidability and undecidability

Data Structures

Data Structures and Algorithms

Understand how data is organised and processed — arrays, linked lists, stacks, queues, trees, graphs, sorting, searching and hashing.

“What You’ll Learn”

• Arrays, stacks and queues
• Linked lists and their operations
• Trees, binary search trees and traversals
• Graphs and graph traversal
• Sorting and searching techniques
• Hashing

Revision

Comprehensive Course Work

Structured revision across core subjects with quick concept recaps and focused practice on objective-type questions.

“What You’ll Learn”

• Concept recaps across core subjects
• Objective-type question practice
• Frequently tested topics
• Time-bound practice sessions
• Doubt clearing
• Model question discussion