Git Product home page Git Product logo

datascientistfoundation's Introduction

DataScientistFoundation

什么才是最适合自己的学习节奏?

  1. 经典教材反复看反复理解。 取其精华,并能够用自己的话梳理、推导并总结一遍。从基础理论做起一点点构建自己的知识框架。
  2. 通过其他途径,如知乎、Quora等平台,获取更多不同的观点与Insights,补充在原来的知识框架中,并整合与充实。
  3. 个人认为,Deep Learning的学习,尤其是大部分要依赖自学,代码很重要,强调通过代码进行实践,在实践中加深对深度学习理论的理解;另外,积累有效的模块化代码。
  4. 温故而知新。尤其是回顾自己的笔记,而非再把原教材、原论文从头一字不落地再读一遍。
  5. 在笔记整理过程中,并非将原教材内容照搬照抄或者简单粗暴地翻译,而是要 自问自答 。好问题,好答案。更强调因果与逻辑推理而非仅仅平铺直叙。

自学节奏的探索,从这里开始。

预期规划,将对如下经典教材做认真学习:

  1. 《Deep Learning》
  2. 《Pattern Recognition and Machine Learning》
  3. 有实用价值与研究借鉴的经典公开课
  4. Andrew Ng《Deep Learning Specialization》

datascientistfoundation's People

Contributors

cnzero avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.