Math for AI beginner part 1 Linear Algebra

University of California, Santa Cruz via Coursera

Coursera

6 Courses


UC Santa Cruz is a diverse and welcoming public research university that is focused on global engagement, social justice, sustainability, education for everyone, and the arts.

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Overview

Embark on your journey into the realm of artificial intelligence (AI) with "Math for AI Beginner Part 1: Linear Algebra," offered by the University of California, Santa Cruz on Coursera. This course is meticulously designed for beginners to grasp essential concepts such as machine learning, deep learning, and support vector machines, all of which pivot around the crucial mathematical foundation of linear algebra.

Gain practical insights into leveraging linear algebra for crafting sophisticated AI algorithms. By the end of this course, participants will not only master the basics of linear algebra but will also acquire a profound understanding of AI algorithms, equipping them with the necessary skills for AI applications. Whether you're aiming to dive into artificial intelligence, machine learning, deep learning, or enhance your mathematical skills in linear algebra, this course is your gateway to advancing in these dynamic fields.

Categories: Artificial Intelligence Courses, Machine Learning Courses, Deep Learning Courses, Linear Algebra Courses.

Syllabus


Taught by

Yoon Yong Jin


Tags

south korea

provider Coursera

Coursera

1275 Courses


Coursera

pricing Free Online Course (Audit)
language English
duration 7-8 hours
sessions On-Demand
level Beginner