Multivariable Calculus useful for Machine Learning

About Multivariable Calculus useful for Machine Learning

Hi, I am Suman Mathews, math educator. I can help you learn how to

integrate over a region

by simple curve sketching, how to change the order of integration and more in this course. I can help you overcome your doubts over this topic. If you want to

learn more about integration

in Multivariable Calculus, then join this course. If not, then you can benefit from the preview. My students have always found my teaching interesting. Here, you will learn how to integrate

double and triple integrals,

Basic techniques of evaluating definite double and triple integrals are taught. You need to remember basic curves such as circle, parabola, ellipse, straight lines. You will then proceed to evaluating double integrals over a specified region. Some of the regions explained include the first quadrant of an ellipse, a triangle bounded by the lines y = 0, y = x, y+x=2 . Given two curves, you need to note that is important to first find the

point of intersection of the two curves.

Next , you will learn how to

change the order of integration

. How to change the limits when dx dy changes to dy dx and vice versa. How to change the limits for unbounded regions is also shown. One of the examples include changing the order of integration when the region is enclosed between a parabola and a straight line. Another example is changing the order of integration of a semicircle. The session concludes with an

assignment.

You will learn how to evaluate the integral of an odd function within the limits -a to a. Integrating over a region bounded by the x axis, the ordinate x = 2a and the parabola x^2=4ay is also shown.

Bonus:

You are introduced to

polar coordinates

and how to integrate using these. It is exciting to note how the limits change and how to calculate them. Note that polar coordinates are extremely important in Mathematics. Learn about

Vector fields and Line Integrals

and how to evaluate line integrals over a curve. Also learn how to evaluate line integrals of

parametric functions.

Tackle

Green's Theorem-Problems and Solutions. Learn Fundamentals of Gauss Divergence Theorem in Problem Solving.

You'll learn about arc length, differential displacement and conservative fields.

Don't be afraid to take the first step to start learning!