Location

Community Services & Continuing Education - Alexandria

Objectives

• This Course will cover a wide range of mathematical tools and see how they arise in Data Science. We will cover such crucial fields as Calculus, Linear Algebra and Integration.

Outcomes

In this course, we will learn mathematics for data science and machine learning. Students will learn the complete contents of linear algebra, differential and integral calculus.

Course Contents

• Calculus- Rate of Change- First order and second order derivatives- Partial Derivatives- Gradient Descent- Chain Rule• integration• Linear algebra - Vector’s operations- Matrix operations