Maths for Computer Science



Maths for Computer Science – Bootcamp

Cohort 2024

Course Summary

The Online Mathematics for Computer Science Bootcamp offers a comprehensive and practical exploration of mathematical concepts essential for success in computer science and related fields.

Mathematics serves as the foundation for understanding and solving a wide range of computational problems, making it indispensable for aspiring programmers, data scientists, and software engineers.

This Bootcamp provides a focused and immersive learning experience tailored to the specific mathematical needs of computer science students and professionals.

Throughout the Bootcamp, participants will delve into a variety of mathematical topics relevant to computer science, including discrete mathematics, linear algebra, calculus, probability theory, and statistics.

They will learn how to apply mathematical principles and techniques to analyse algorithms, design data structures, and solve computational problems efficiently.


Key Learning Objectives

Understanding fundamental concepts of discrete mathematics, including sets, relations, functions, and combinatorics.

Exploring linear algebra concepts such as vectors, matrices, and linear transformations, with applications in graphics, machine learning, and cryptography.

Learning calculus techniques, including derivatives, integrals, and differential equations, with applications in optimisation and numerical methods.

Gaining proficiency in probability theory, including probability distributions, random variables, and stochastic processes, with applications in machine learning, cryptography, and network analysis.

Exploring statistical methods for data analysis, including descriptive statistics, hypothesis testing, and regression analysis, with applications in data science and decision-making.

Applying mathematical principles to analyse algorithms, including time and space complexity analysis, recurrence relations, and asymptotic notation (Big O notation).

Developing problem-solving skills through hands-on exercises, coding assignments, and algorithmic challenges.

Collaborating on projects to apply mathematical concepts and techniques to solve real-world computational problems and challenges.

Whether you’re a beginner looking to strengthen your mathematical background or a seasoned professional seeking to expand your expertise, this online Bootcamp provides a comprehensive and practical pathway to success in mathematics for computer science.


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