Ace Linear Algebra in 10 Hours (The Complete Course)

[Panter]

Ace Linear Algebra in 10 Hours (The Complete Course)
Published 07/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 90 lectures (10h 14m) | Size: 5.14 GB



Study of lines, planes, and vectors, and the areas and spaces they create




What you'll learn
Understand vectors geometrically and algebraically
Write a vector as a linear combination of other vectors
Identify in simple cases if a vector is in the span of others
Compute dot product and cross product of two vectors
Perform basic matrix operations (sum, scalar multiplication, transpose, matrix multiplication)
Understand the interpretation of matrix multiplication
Understand and use Gauss-Jordan and Gaussian Elimination to solve system of linear equations using matrix form
Determine number of solutions of a linear system
Understand subspaces in Rn
Relate the general solution to a non-homogeneous system to the solution of a homogeneous system (nullspace) and the particular solution
Interchange between a nullspace and generators
Understand the geometric interpretation of the general solution of a non-homogeneous system
Identify linear independence and dependency relationship
Identify the basis and dimension of a set of vectors
State and understand the Invertibility Theorem
Understand and perform operations of vectors (projection, cross product, and triple scalar product)
Study equations and geometric interpretation of lines and planes in R3
Determine the intersections and distances between lines and planes in R3
Find the inverse of a square matrix
Solve a system of linear equations using the inverse of the coefficient matrix
Find the determinants of larger (n>2) matrices using cofactor expansion and row/column operations
Solve a system of linear equations using Cramer's Rule
Find the inverse of a matrix using its adjoint matrix

Requirements
Familiar with precalculus (algebra, trigonometry, and functions)

Description
HOW THIS COURSE WORK

This course, Ace Linear Algebra in 10 Hours (The Complete Course), is intended to introduce the student to the study of lines, planes, and vectors, and the areas and spaces they create. The course includes videos, notes from whiteboard during lectures, and practice problems (with solutions!). I also show every single step in examples and proofs. The course is organized into the following topics

Vectors

Basic Matrix Algebra

Linear Systems

Subspaces, Linear Spans, and Solution Spaces

Linear Dependence, Basis, and Dimension

Projections and Cross Products

Lines and Planes

Intersections and Distances

Square Matrices

Determinants

Oscillatory Motion

CONTENT YOU WILL GET INSIDE EACH SECTION

Videos: I start each topic by introducing and explaining the concept. I share all my solving-problem techniques using examples. I show a variety of math issue you may encounter in class and make sure you can solve any problem by yourself.

Notes: In each section, you will find my notes as downloadable resource that I wrote during lectures. So you can review the notes even when you don't have internet access (but I encourage you to take your own notes while taking the course!).

Assignments: After you watch me doing some examples, now it's your turn to solve the problems! Be honest and do the practice problems before you check the solutions! If you pass, great! If not, you can review the videos and notes again before moving on to the next section.

THINGS THAT ARE INCLUDED IN THE COURSE

An instructor who truly cares about your success

Lifetime access to Ace Linear Algebra in 10 Hours (The Complete Course)

HIGHLIGHTS

#1: Downloadable lectures so you can watch the videos whenever and wherever you are.

#2: Downloadable lecture notes so you can review the lectures without having a device to watch/listen.

#3: Ten problem sets at the end of each section (with solutions!) for you to do more practice.

#4: Step-by-step guide to help you solve problems.

See you inside the course!

- Gina :)

Who this course is for
Anyone who has completed precalculus (algebra and trigonometry) and wants to learn some more advanced math
Current Linear Algebra students who are looking for extra help
Anyone who is not in science stream but wants to study Linear Algebra for fun

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