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Title: GitHub - SocratesClub/bigdata: NJU Master Course **Big Data Mining and Analysis**

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Description: NJU Master Course **Big Data Mining and Analysis** - SocratesClub/bigdata

Open Graph Description: NJU Master Course **Big Data Mining and Analysis** - SocratesClub/bigdata

X Description: NJU Master Course **Big Data Mining and Analysis** - SocratesClub/bigdata

Mail addresses
wangchengjun@nju.edu.cn

Opengraph URL: https://github.com/SocratesClub/bigdata

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	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#大数据挖掘与分析
王成军	http://chengjun.github.io
http://computational-communication.com	http://computational-communication.com
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#时间安排
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#授课计划
计算新闻传播学简介	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/01.intro2cjc.ipynb
课程要求	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/0.about2cjc.ipynb#/
常见问题	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/0.common_questions.ipynb#/
Jupyter Notebook使用	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/01.jupyter_notebook.ipynb#/
Slides制作方法	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/01.slides.ipynb#/
大数据简介	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/02.bigdata.ipynb#/
数据科学的编程工具：Python使用简介（3h）	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/03.python_intro.ipynb#/
Graphlab	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/03.graphlab.ipynb#/
rpy2	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/03.rpy2.ipynb#/
抓取政府工作报告	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/04.PythonCrawlerGovernmentReport.ipynb#/
Beautifulsoup	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/04.PythonCrawler_beautifulsoup.ipynb#/
抓取音乐评论	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/04.PythonCrawler_netease_music.ipynb#/
清洗推特数据	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/06.data_cleaning_Tweets.ipynb#/
清洗占中新闻、清洗天涯论坛帖子	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/07.data_cleaning_occupy_central_news.ipynb#/
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分析泰坦尼克数据	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/08.07-analyzing_titanic_dataset.ipynb
使用sklearn建立机器学习模型	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/09.01-machine-learning-with-sklearn.ipynb
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machine-learning-summary	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/09.09-machine-learning-summary.ipynb
neural_network	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/09.neural_network.ipynb
neural_network_advanced	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/09.neural_network_advanced.ipynb
文本挖掘简介	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/10.text_minning_gov_report.ipynb#/
基于机器学习的情感分析	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/11.sentiment_classifier.ipynb#/
主题模型	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/12.topic_models.ipynb#/
graphlab	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/12.topic-models-with-graphlab.ipynb#/
推荐系统简介	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/13.recsys_intro.ipynb#/
音乐推荐	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/14.millionsong.ipynb#/
电影推荐	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/14.movielens_recommendation-systems.ipynb#/
隐含语义模型	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/14.matrix-factorization-demo.ipynb#/
网络科学理论简介	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/15.network_science_intro.ipynb#/
网络科学模型	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/16.network_science_models.ipynb#/
网络科学：使用NetworkX分析网络结构	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/17.networkx.ipynb#/
回帖网络分析	https://nbviewer.jupyter.org/format/slides/github/computational-class/bigdata/blob/gh-pages/code/18.network_analysis_of_tianya_bbs.ipynb#/
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#作业信息
https://github.com/computational-class/bigdata/wiki/	https://github.com/computational-class/bigdata/wiki/
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#tutorials
http://nbviewer.jupyter.org/github/computational-class/bigdata/blob/gh-pages/code/	http://nbviewer.jupyter.org/github/computational-class/bigdata/blob/gh-pages/code/
数据抓取：抓取47年政府工作报告	http://nbviewer.jupyter.org/github/computational-class/bigdata/blob/gh-pages/code/04.PythonCrawlerGovernmentReport.ipynb
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#ppt
http://nbviewer.jupyter.org/github/computational-class/bigdata/blob/gh-pages/code/	http://nbviewer.jupyter.org/github/computational-class/bigdata/blob/gh-pages/code/
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#在线书籍
https://computational-class.github.io/ccbook/	https://computational-class.github.io/ccbook/
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#相关课程
https://github.com/computational-class/datascience	https://github.com/computational-class/datascience
https://www.inferentialthinking.com/chapters/intro.html	https://www.inferentialthinking.com/chapters/intro.html
https://www.textbook.ds100.org/intro	https://www.textbook.ds100.org/intro
http://www.mmds.org/	http://www.mmds.org/
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#参考文献
	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#更多资料
https://www.douban.com/doulist/36499472/	https://www.douban.com/doulist/36499472/
github.com/computational-class/bigdata/	https://github.com/computational-class/bigdata/
Readme	https://patch-diff.githubusercontent.com/SocratesClub/bigdata#readme-ov-file
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Activity	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/activity
Custom properties	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/custom-properties
133 stars	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/stargazers
17 watching	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/watchers
119 forks	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FSocratesClub%2Fbigdata&report=SocratesClub+%28user%29
Releases 1	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/releases
2019 spring Latest Jun 5, 2019	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/releases/tag/v1.0
Packages 0	https://patch-diff.githubusercontent.com/orgs/SocratesClub/packages?repo_name=bigdata
Please reload this page	https://patch-diff.githubusercontent.com/SocratesClub/bigdata
Jupyter Notebook 68.1%	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/search?l=jupyter-notebook
HTML 30.7%	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/search?l=html
Rich Text Format 1.0%	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/search?l=rich-text-format
CSS 0.1%	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/search?l=css
JavaScript 0.1%	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/search?l=javascript
SCSS 0.0%	https://patch-diff.githubusercontent.com/SocratesClub/bigdata/search?l=scss
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Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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URLs of crawlers that visited me.