Machine Learning : Complete Maths for Machine Learning

Learn Math for Machine Learning, Math for Data Science, Linear Algebra, Calculus, Vectors & Matrices, Probability & more

Created by: Jitesh Khurkhuriya
Data Scientist and Digital Transformation Consultant

Created by: Python, Data Science & Machine Learning A-Z Team
Helping you succeed in Data Science and Machine Learning.

What Will I Learn?

• Understand every mathematical concept very intuitively and you will surely overcome the fear of mathematics, if you have any.
• Master various concepts of Calculus and understand how they are used for optimization of Machine Learning Algorithms.
• Learn Algebraic Equations and how they are used in the Machine Learning
• Understand Linear Algebra including Vectors and Matrices
• You will learn how the matrix transformation is used for various data transformations.
• Get all the basics covered for probability including conditional probability and probability distribution

Requirements

• No pre-requisites. I will teach you right from basics of Algebra.
• Passion to learn something new.

Target audience

• Beginners who want to learn Data Science and Machine Learning
• Practitioners and experts who want to get a refresher of the maths for machine learning