Mathematics for Machine Learning and Data Science

Description

In this course, you will learn :

• A thorough understanding of the mathematics that underpins machine learning algorithms.
• Statistical techniques that allow you to extract more value from your data analysis.
• Employers value fundamental skills, which will help you ace machine learning interview questions and land your dream job.
• Data should be represented as vectors and matrices, and their properties should be identified using the concepts of singularity, rank, and linear independence.

Syllabus :

• Linear Algebra for Machine Learning and Data Science
• Calculus for Machine Learning and Data Science
• Probability & Statistics for Machine Learning & Data Science