专栏名称: 机器学习研究会
机器学习研究会是北京大学大数据与机器学习创新中心旗下的学生组织,旨在构建一个机器学习从事者交流的平台。除了及时分享领域资讯外,协会还会举办各种业界巨头/学术神牛讲座、学术大牛沙龙分享会、real data 创新竞赛等活动。
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【推荐】考察数据科学家深度学习知识的40道题(及答案)

机器学习研究会  · 公众号  · AI  · 2017-04-22 22:49

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摘要

转自:爱可可-爱生活

Introduction

Deep Learning has made many practical applications of machine learning possible. Deep Learning breaks down tasks in a way that makes all kinds of applications possible. This skilltest was conducted to test your knowledge of deep learning concepts.

A total of 853 people registered for this skill test. The test was designed to test the conceptual knowledge of deep learning. If you are one of those who missed out on this skill test, here are the questions and solutions. You missed on the real time test, but can read this article to find out how you could have answered correctly.

Here are the leaderboard ranking for all the participants.

Overall Scores

Below are the distribution scores, they will help you evaluate your performance.

You can access the final scores here. More than 270 people participated in the skill test and the highest score obtained was 38. Here are a few statistics about the distribution.

Mean Score: 15.05

Median Score: 18

Mode Score: 0


Useful Resources

  1. A Complete Guide on Getting Started with Deep Learning in Python

  2. The Evolution and Core Concepts of Deep Learning & Neural Networks

  3. Practical Guide to implementing Neural Networks in Python (using Theano)

  4. Fundamentals of Deep Learning – Starting with Artificial Neural Network

  5. An Introduction to Implementing Neural Networks using TensorFlow







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