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chengjun authored Sep 5, 2020
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# Machine Learning for the Social Scientist
# Machine Learning for Social Scientists

王成军

**社会科学家的机器学习(Machine Learning for the Social Scientist)** 工作坊简介
**社会科学家的机器学习(Machine Learning for Social Scientists)** 工作坊简介

本工作坊面向社会科学研究者,采用Python介绍机器学习(和深度学习)的基本逻辑(需要学员提前安装Anaconda),主要内容包括三(或四)个部分:1. 机器学习简介:从泰坦尼克号讲起;2. 机器学习初步: 朴素贝叶斯与线性回归;3. 机器学习进阶:支持向量机与随机森林;4. 机器学习扩展:基于Pytorch的神经网络模型(备选)。本工作坊所使用到的Slides、Python代码、阅读文献、案例见 https://github.com/computational-class/machine-learning

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