How You Should Read Research Papers According To Andrew Ng (Stanford Deep Learning Lectures)

栏目: IT技术 · 发布时间: 5年前

Informational

How You Should Read Research Papers According To Andrew Ng (Stanford Deep Learning Lectures)

Instructions on how to approach knowledge acquisition through published research papers by a recognized figure within the world of machine learning and education

How You Should Read Research Papers According To Andrew Ng (Stanford Deep Learning Lectures)

Photo by Annie Spratt on Unsplash
“Wisdom is not a product of schooling but of the lifelong attempt to acquire it.”
— Albert Einstein

Introduction

The ability to understand information produced by the individuals at the cutting edge of research within Artificial Intelligence and the Machine learning domain is a skill that every serious machine learning practitioner should acquire.

To stay relevant and increase your knowledge, machine learning practitioners need to have an academic mindset and habit. AI, ML and DL are evolving at a fast pace, and we have to equip ourselves with the knowledge to keep up with the field, knowledge that is only attainable through research papers.

This article will provide you within instructions on how to go through a research paper effectively, and also provide the following:

  • A systematic approach to reading a collection of papers to gain knowledge within a domain
  • How to properly read a research paper
  • Useful online resources that can aid you in searching for papers and key information

For those who would like to get to the key content within this article, scroll down to the section titled “ Reading Research Papers ”.


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[美] 沃德科 (Christina Wodtke)、[美] 戈夫拉 (Austin Govella) / 蔡芳 / 人民邮电出版社 / 2009-11-01 / 59.00

Web 2.0和社会化大趋势下,你的网站发展喜人,但是问题也接踵而来:信息变得越来越庞杂无序,业务流程愈加复杂,搜索和导航越来越难,用户对使用体验的要求也越来越高……怎么办? 作者非常通俗易懂地讲述了如何规划易用的网站及其背后的信息架构原理。首先介绍了建立信息架构的八项基本原则,然后重点强调了组织系统和元数据在信息架构中的作用,并指出设计搜索和导航需要考虑的问题和方法,另外还补充了当今热门的......一起来看看 《锦绣蓝图》 这本书的介绍吧!

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