Discrete stochastic processes are essentially probabilistic systems that evolve in time via random changes occurring at discrete fixed or random intervals. This...
Highlights of Calculus is a series of short videos that introduces the basic ideas of calculus — how it works and why it is important. The intended audience is...
This introductory calculus course covers differentiation and integration of functions of one variable, with applications.
This play list should be pretty much in order with the way many people will see material in the class. Of course, not all classes are the same, so some of my videos...
Continuation of Convex Optimization I. Topics include: Subgradient, cutting-plane, and ellipsoid methods. Decentralized convex optimization via primal and dual decomposition....
Concentrates on recognizing and solving convex optimization problems that arise in engineering. Topics include: Convex sets, functions, and optimization problems....
The goals for this course are to gain a facility with using the Fourier transform, both specific techniques and general principles, and learning to recognize when,...
Math 31A is a course that provides insight into differential calculus and applications as well as an introduction to integration.
This is a math course aimed at students with life science majors covering elementary probability, probability distributions, random variables, and limit theorems....
Videos on geometry. Basic understanding of Algebra I necessary. After this, you'll be ready for Trigonometry.
Basic probability. Should have a reasonable grounding in basic algebra before watching.
Introduction to statistics. Will eventually cover all of the major topics in a first-year statistics course (not there yet!).
Video tutorials on sequences and series. Lot of different tests and techniques are discussed!
Videos on trigonometry. Watch the "Geometry" playlist first if you have trouble understanding the topics covered here.
Probability Review and Introduction to Stochastic Processes (SPs): Probability spaces, random variables and probability distributions, expectations, transforms and...
Multivariate analysis is a fundamental concept in applied statistics. In this course, we shall first look at basic concepts of multivariate distributions and study...
The objective of this course is to present a comprehensive tools and techniques for managerial decision making including problem of cost estimation, market size...
Lasers are essential to an incredibly large number of applications. Today, they are used in bar code readers, compact discs, medicine, communications, sensors, materials...
This is a continuation of Fundamentals of Physics, I (PHYS 200), the introductory course on the principles and methods of physics for students who have good preparation...
This course provides a thorough introduction to the principles and methods of physics for students who have good preparation in physics and mathematics. Emphasis...