Statistical Case Studies — *from a Data Science Perspective*

Contents

## Time and Venue

*Every Monday 13:30 — 16: 30 from February 26 to June 25, 2018**Room 306, Building 2, Shahe Campus*

## Prerequisites

- Basic knowledge of statistics
- Basic knowledge of computing

## Part I: Tools for Data Processing

- Introduction to Data Processing Tools
- Data and Statistical Modelling with Python
- Natural Language Processing
- Chinese Text Processing | PDF
- Web Scraping with Python
- Guest Lecture: TBA

## Part II: Models

- Sentiment and Semantic Analysis
- Probabilistic Methods for Modelling Texts
- Methods for mixed types of data
- Guest Lecture: TBA

## Part III: Reporting

- Visualization Tools | HTML
- Guest Lecture: TBA
- Presentation
- Final Assignments

And never shun an opportunity to learn some fresh data or possibly a fresh approach.

叙利亚空袭

中兴事件

鸿茅药酒

叙利亚空袭

1

6，叙利亚空袭

中兴事件

中兴事件

2、朝韩会议

鸿茅药酒

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