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Data Processing Using Python
Coursera
Course
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Data Processing Using Python

Nanjing University

Learn Python basics, data acquisition locally and over networks, statistical analysis, visualization, and simple GUI design for data processing.

Unknown6 weeksEnglish111,768 enrolled

About this Course

This course (The English copy of "用Python玩转数据" <https://www.coursera.org/learn/hipython/home/welcome>) is mainly for non-computer majors. It starts with the basic syntax of Python, to how to acquire data in Python locally and from network, to how to present data, then to how to conduct basic and advanced statistic analysis and visualization of data, and finally to how to design a simple GUI to present and process data, advancing level by level. This course, as a whole, based on Finance data and through the establishment of popular cases one after another, enables learners to more vividly feel the simplicity, elegance, and robustness of Python. Also, it discusses the fast, convenient and efficient data processing capacity of Python in humanities and social sciences fields like literature, sociology and journalism and science and engineering fields like mathematics and biology, in addition to business fields. Similarly, it may also be flexibly applied into other fields. The course has been updated. Updates in the new version are : 1) the whole course has moved from Python 2.x to Python 3.x 2) Added manual webpage fetching and parsing. Web API is also added. 3) Improve the content order and enrich details of some content especially for some practice projects. Note: videos are in Chinese (Simplified) with English subtitles. All other materials are in English

What You'll Learn

  • Understand Python syntax and basics
  • Gather data locally and from networks
  • Perform statistical analysis and visualization
  • Design simple GUI for data processing

Prerequisites

  • Basic computer and internet skills
  • Ability to follow course instructions in English

Instructors

Z

ZHANG Li

associate professor

Topics

Software Development
Computer Science
Data Analysis
Data Science
NumPy
Pandas (Python Package)
Object Oriented Programming (OOP)
Python Programming
Data Visualization
Data Processing

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تطوير البرمجيات
علوم الحاسب
تحليل البيانات
علم البيانات
NumPy
Pandas
البرمجة الكائنية
برمجة بايثون
Data Visualization
Data Processing

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