How neural networks work - a glimpse into math for beginners

How neural networks work - a glimpse into math for beginners

a practical crash course in the mathematical concept used in neural networks for beginners

上次更新 11/2019

英语 [自动]

https://www.udemy.com/course/how-neural-networks-work-a-glimpse-into-math-for-beginners/

你将会学到的

You know how to implement Gradient Descent. We use a linear regression as an example but the idea is completely transferable to neural networks

课程内容

1 个章节 • 12 个讲座 • 总时长 1 小时 21 分钟

要求

Basic knowlege of python syntax is helpful

your personal interest in the topic

Knowledge of math e.g. calculus is benefitial

说明

What is machine learning / ai ? How to lean machine learning in practice?

machine learning / ai (artificial intelligence) is the hottest topic in this century - for good reasons. Some people conceive it the "steam engine" of our century and one thing is certain: It will drastically change the world.

"From my personal experience I can tell you that companies will actively searching for you if you aquire some skills in the data science field. Diving into this topic can not only immensly improve your career opportunities but also your job satisfaction!"

Neural Networks (often referred to as deep learning) are particular interesting. But there are several questions to answer.

One of those is the math part involved in the construction of these neural networks. This is exactly were we want to start here.

This course is designed to give beginners a practical introduction to the mathematical concept. In this course we will use linear regression as an example to understand the math. The idea is completely transferable to neural networks. The change in coefficient works exactly the same.

If you are a complete beginner and want to get the main idea of neural networks first then I suggest to start with my other course

"A crash course in neural networks for beginners"

first.

Do you want to take your chance get a glimpse into the mathematical concept and expose yourself to this interesting topic which will change the world forever? Then join me and other students to dive deeper into neural networks right now. What are you waiting for?

See you in the first lecture

Addon Updates:

If you want to dive deeper into Neural Nets and learn to understand and program more than check out my additional courses which cover additional content which will give you additional knowledge.

A beginners guide for building neural networks in tensorflow

How neural networks work - a glimpse into math for beginners

A crash course in neural networks for beginners

A crash course in neural networks for beginners - deep dive

machine learning and neural networks mini case studies

neural networks for beginners from scatch

machine learning with text for beginners

You can easily find them by checking out my instructor profile.

此课程面向哪些人：

beginners in neural networks who want to dig a little bit into math

beginners who want to learn the mathematical background applied in neural networks

You want to take advantage of the data driven opportunity ahead