Mathematic Notebooks for Computer Science and Machine Learning

A repository store for all mathematic references, jupyter notebooks, and notes from various courses taken.

These include:

Institution	Course Code	Course	Year
Khan Academy	-	Various Courses
UOW	MATH221	Math for Computer Science	Autumn 2018
edX	DAT256x	Essential Mathematics for AI	2018
UOW	MATH223	Math for IT	Autumn 2019

Khan Academy

Various topics include:

MATH221 - Math for Computer Science

Topics:

• More to come..
• Probability

DAT256x Essential Mathematics for Artificial Intelligence

Topics:

• Module 1
  • Algebra Fundamentals
  • Quadratic Equations and Functions
• Module 2
  • Differential Calculus Foundations
  • Differentiation and Derivatives
• Module 3
  • Vectors
  • Matrices
• Module 4
  • Statistic Fundamentals
  • Probability

MATH223 - Math for Information Systems

Topics:

• Data Analysis
• Probability
• More to come...