Linear Algebra Leading to Machine Learning/Deep Learning

Leading to machine learning/deep learning
Learn linear algebra and machine learning together 📖

Hello, I am Deep Learning Ho-hyung, who currently runs a YouTube channel related to deep learning/machine learning .
Based on knowledge of mathematics/data analysis, experience with numerous deep learning/machine learning projects, and experience as a research engineer
We will point out the contents that you absolutely must study.

Knowledge of mathematics and machine learning/deep learning
Are you still separated?

In fact, the number of submitted papers is increasing every year, and many universities around the world, including Korea, are establishing AI-related departments, and the industry is investing heavily in them. This course is a mathematics course designed to help you study deep learning/machine learning in line with this trend.

This course covers the linear algebra required for studying deep learning/machine learning/data analysis .
Have you ever thought about whether you should study "math" while studying artificial intelligence or data analysis?
Or have you ever struggled to understand machine learning algorithms due to a lack of basic math skills?
As a math/data analysis major, I 'll tell you 'where' and 'why' math is used.

What you will learn in this course ✏️

Are you still just using libraries without understanding the algorithms?
Model optimization and tuning require mathematical understanding.
In this lecture , we will discuss the basics of linear algebra and machine learning.

We'll answer your questions in advance 🙋🏻‍♂️

Recommended Roadmap 🚩

▲ [Introductory to Beginner] Quick and Reliable Introduction to Deep Learning (Click)