Python for linear algebra (for absolute beginners) скачать в хорошем качестве

Python for linear algebra (for absolute beginners)

What is it like to use the Python programming language to learn linear algebra? Watch this short course and find out! No previous experience necessary! Not with coding, not with linear algebra. All you need is 2-3 hours of time and an interest in learning something new. The video is 2 hours long, and the exercises will take you ~1 hour. (Hint: Try watching the video at 1.25x or 1.5x speed!) By the end of this course, you will know whether (1) you want to continue learning math using Python (or any other coding language), or (2) this isn't the right path for you, in which case better to find out this way than after spending a ton of money, time, and frustration! If you want to take a deep dive into linear algebra and coding, check out my full-length course (33 hours!): https://www.udemy.com/course/linear-a... And if you are interested in a deep-dive into Python starting from total beginner, check out this course: https://www.udemy.com/course/python-s... For a list of all my full-length courses, check out http://sincxpress.com/. Full-length textbook here: https://www.amazon.com/Linear-Algebra... TABLE OF CONTENTS FOR VIDEO SEGMENTS 00:00:00 --- Introduction 00:02:10 --- Getting started with Python 00:08:52 --- Variables and arithmetic 00:21:39 --- The numpy module 00:31:14 --- The matplotlib module 00:44:36 --- Vectors and scalar multiplication 00:58:26 --- The vector dot product 01:07:32 --- Matrices 01:17:45 --- Transposing vectors and matrices 01:27:56 --- Matrix multiplication 01:39:18 --- The matrix inverse