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所在平台: Udemy |
课程主页: https://www.udemy.com/course/simplified-all-about-neural-networks/
课程评论：没有评论
课程名称：简化：神经网络全解 课程概述： 本课程是“简化”系列课程的续篇，旨在教授学员神经网络的基础知识、实际应用以及通过两个深度项目来实践所学技能。课程面向具备基础计算机科学知识、对机器学习了解甚少或没有基础的学员。特别适合那些无法承担昂贵机器学习课程且不具备多数课程所需复杂先决条件的人群。唯一的主要先决条件是完成本系列的第一门免费课程。 课程内容结构： * **第一部分：** 简要介绍神经网络及其现实世界中的应用。 * **第二部分：** 深入探讨神经网络的结构和工作原理。 * **第三部分：** 使用 Anaconda Navigator 中的 Spyder 编写一个功能齐全的神经网络。 * **第四部分：** 探讨两种特殊的神经网络。 强调： 机器学习是当今社会至关重要的概念。本课程以最简化的方式帮助您掌握这一主题。
In this sequel series, we will learn the basics of what a neural network is, how they're used in the real world, and two in-depth projects that allow us to use our skills in an applicable program. This course is dedicated to teaching students with an understanding of basic computer science concepts and little to no pre-existing knowledge of machine learning. Specifically, "Machine Learning Simplified" targets individuals who can't afford an expensive machine learning course and do not have the extensive pre-requisites the majority of courses require. In fact, the only major pre-requisite for taking this course is taking the first course in this series which is also available on Udemy for free. This course is divided into four major sections. The first one covers a brief introduction into neural networks and how they're used in the real world. The second section goes in depth about the structure and mechanisms of neural networks. In the third section, we program a fully functional neural network using Spyder from Anaconda Navigator. Lastly, we conclude the course by discussing two types of special neural networks. Machine learning is a critical concept that is becoming very relevant in the status quo. So, before it's too late, join Simplified: All About Neural Networks and learn this topic as simply as possible!
