Free Download Complete Linear Algebra for Data Science & Machine Learning Udemy Course Udemy Courses For Absolutely Free, with Direct Google Drive download link.
DO YOU WANT TO LEARN LINEAR ALGEBRA IN AN EASY WAY?
With 22+ hours of content and 200+ video lessons, this course covers everything in Linear Algebra, from start till the end!
Every concept is explained in simple language, and Quizzes and Assignments (with solutions!) help you test your concepts as you proceed.
Whether you’re a student, or a professional or a Math enthusiast, this course walks you through the core concepts of Linear Algebra in an easy and fun way!
HERE IS WHAT YOU WILL LEARN:
Fundamentals of Linear Algebra and how to ace your Linear Algebra exam
Basics of matrices, including notation, dimensions, types, addressing the entries, etc.
Operations on a single matrix, e.g. scalar multiplication, transpose, determinant, adjoint, etc.
Operations on two matrices, including addition, subtraction and multiplication
Performing elementary row operations and finding Echelon Forms (REF & RREF)
Inverses, including invertible and singular matrices, and the Cofactor method
Solving systems of equations using matrices & inverse matrices, including Cramer’s rule to solve AX = B
Performing Gauss-Jordan elimination
Properties of determinants and how to utilize them to gain insights
Matrices as vectors, including vector addition and subtraction, Head-to-Tail rule, components, magnitude and midpoint of a vector
Linear combinations of vectors and span
Vector spaces, including dimensions, Euclidean spaces, closure properties and axioms
Subspace and Null-space of a matrix, matrix-vector products
Spanning set for a vector space and linear dependence
Basis and standard basis, and checking if a set of given vectors forms the basis for a vector space
Eigenvalues and Eigenvectors, including how to find Eigenvalues and the corresponding Eigenvectors
Basic algebra concepts (as a BONUS)
And so much more…..
HERE IS WHAT YOU GET IN THE COURSE:
Watch over my shoulder as I explain all the Linear Algebra concepts in a simple and easy to understand language.
This problem-based approach is great, especially for beginners who want to practice their math concepts while learning.
Quizzes: When you think you have understood a concept well, test it by taking the relevant quiz. If you pass, awesome! Otherwise, review the suggested lessons and retake the quiz, or ask for help in the Q/A section.
Assignments: Multiple assignments offer you a chance for additional practice by solving sets of relevant and insightful problems (with solutions provided)
By the end of this course, you’ll feel confident and comfortable with all the Linear Algebra topics discussed in this course!
WHY SHOULD YOU LEARN LINEAR ALGEBRA?
· Linear Algebra is a prerequisite for many lucrative careers, including Data Science, Artificial Intelligence, Machine Learning, Financial Math, Data Engineering, etc.
· Being proficient in Linear Algebra will open doors for you to many high-in-demand careers
WHY LEARN LINEAR ALGEBRA FROM ME?
I took this Linear Algebra class at the University of Illinois at Urbana Champaign, one of the Top-5 Engineering Schools in the country, and I have tried to follow the same standards while designing this course.
My goal is to make this the best Linear Algebra and Math course online, and I’ll do anything possible to help you learn.
YOU’LL ALSO GET:
Lifetime access to “Complete Linear Algebra for Data Science & Machine Learning”
Friendly support in the Q&A section
Udemy Certificate of Completion available for download
30-day, no-questions-asked, money-back guarantee
Feel free to check out the course outline below or watch the free preview lessons. Or go ahead and enroll now.
Who this course is for:
- Students enrolled or planning to enroll in Linear Algebra class, and who want to excel in it
- Professionals who need a refresher in Math, especially Algebra and Linear Algebra
- Engineers, Scientists and Mathematicians who want to work with Linear Systems and Vector Spaces
- Anyone who wants to master Linear Algebra for Data Science, Data Analysis, Artificial Intelligence, Machine Learning, Deep Learning, Computer Graphics, Programming, etc.
- YouTube Masterclass Course
- Last updated 2/2020
Complete Linear Algebra for Data Science & Machine Learning Course Site
Content From: https://www.udemy.com/course/linear-algebra-for-beginners-matrices-and-vector-spaces/
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