拓展阅读
上一节
下一节
目录
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1 Week 01
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1.1 课程简介
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1.2 成绩构成
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1.3 Python数据分析课程论文要求
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1.4 Slide
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1.5 Python环境及参考资料
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1.6 编码规范
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1.7 Jupyter Notebook Cheetsheet
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1.8 修改Jupyter Notebook默认文件夹位置
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1.9 Difference between conda and pip
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1.10 视频资源
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1.11 拓展阅读
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1.12 【讨论】其它Python编辑器
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2 Week 02
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2.1 Slide
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2.2 视频资源
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2.3 拓展阅读
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2.4 【讨论】Python遵循什么开源协议？
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3 Week 03
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3.1 Slide
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3.2 视频资源
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3.3 拓展阅读
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3.4 【讨论】如何看待程序作业抄袭现象？
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4 Week 04
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4.1 Slide
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4.2 视频资源
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4.3 拓展阅读
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4.4 【讨论】国外常用软件的国产替代
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5 Week 05
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5.1 Slide
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5.2 视频资源
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5.3 拓展阅读
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5.4 【讨论】有哪些数据存储格式？
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6 Week 06
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6.1 Slide
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6.2 视频资源
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6.3 拓展阅读
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7 Week 07
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7.1 Slide
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7.2 视频资源
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7.3 拓展阅读
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8 Week 08
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8.1 Slide
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8.2 视频资源
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8.3 拓展阅读
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9 Week 09
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9.1 Slide
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9.2 视频资源
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9.3 拓展阅读
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9.4 【讨论】还有什么具有特色功能的Python库？
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10 Week 10
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10.1 Slide
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10.2 Slide:Time Series
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10.3 视频资源
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10.4 拓展阅读
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11 Week 11
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11.1 Slide
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11.2 Slide: Modeling Libraries
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11.3 视频资源：初识网络爬虫/网页数据获取
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11.4 拓展阅读
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12 Week 12
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12.1 Slide
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12.2 Slide: Web Scraping
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12.3 视频资源
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12.4 拓展阅读
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13 Week 13
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13.1 Slide
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13.2 视频资源：常规动态网页数据爬取
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13.3 视频资源：综合案例
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14 其它视频资源：Python语言程序设计（中文）
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14.1 概述
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14.2 选择结构程序设计
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14.3 循环结构程序设计
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14.4 序列
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14.5 字典和集合
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15 其它视频资源：Python for beginners (English Version)
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15.1 Programming with Python
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15.2 Introducing Python
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15.3 Getting Started
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15.4 Configuring Visual Studio Code
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15.5 Using Print
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15.6 Demo - Hello World
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15.7 Comments
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15.8 Demo - Comments
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15.9 String Concepts
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15.10 Demo - Strings
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15.11 Formatting Strings I
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15.12 Formatting Strings II
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15.13 Numeric Data Types
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15.14 Numbers
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15.15 Date data types
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15.16 Dates
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15.17 Error Handling I
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15.18 Error Handling II
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15.19 Conditional Logic I
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15.20 Conditional Logic II
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15.21 Handling Multiple Conditions
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15.22 Multiple Conditions
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15.23 Complex Conditions I
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15.24 Complex Conditions II
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15.25 Collections I
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15.26 Collections II
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15.27 Loops I
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15.28 Loops II
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15.29 Introducing Functions
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15.30 Functions
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15.31 Parameterized Functions I
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15.32 Parameterized Functions II
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15.33 Modules and Packages
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15.34 Virtual Environments
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15.35 Virtual Environment Packages
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15.36 Calling An API I
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15.37 Calling An API II
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15.38 JavaScript Object Notation (JSON)
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15.39 JSON
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15.40 Managing Keys I
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15.41 Managing Keys II
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15.42 Decorators I
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15.43 Decorators II
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15.44 Next Steps
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16 其它视频资源：More for Python Beginners (English Version)
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16.1 Introducing More Python for Beginners
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16.2 Formatting and Linting I
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16.3 Formatting and Linting II
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16.4 Lambdas I
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16.5 Lambdas II
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16.6 Classes I
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16.7 Classes II
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16.8 Inheritance I
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16.9 Inheritance II
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16.10 Mixins (Multiple inheritance)
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16.11 Mixins
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16.12 Managing the file system I
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16.13 Managing the file system II
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16.14 Working with files I
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16.15 Working with files II
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16.16 Using with to automatically close resources I
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16.17 Using with to automatically close resources II
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16.18 Asynchronous operations I
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16.19 Asynchronous operations II
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16.20 Closing
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17 其它视频资源: Python for Data Science
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17.1 Full course
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18 其它视频资源: Python OOP
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18.1 Classes and Instances
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18.2 Class Variables
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18.3 classmethods and staticmethods
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18.4 Inheritance
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18.5 Special methods
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18.6 Property Decorators
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