密歇根大学公开课:Python的数据科学概述
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课程介绍:密歇根大学公开课:Python的数据科学概述
课程列表
【第1集】Week1-1-Introduction 译
【第2集】Week1-2-About the Professor 译
【第3集】Week1-3-Data Science 译
【第4集】Week1-4-The Coursera Jupyter Notebook System 译
【第5集】Week1-5-Python Functions 译
【第6集】Week1-6-Python Types and Sequences 译
【第7集】Week1-7-Python More on Strings 译
【第8集】Week1-8-Python Demonstration 译
【第9集】Week1-9-Python Dates and Times 译
【第10集】Week1-10-Advanced Python Objects, map() 译
【第11集】Week1-11-Advanced Python Lambda and List Comprehensions 译
【第12集】Week1-12-Advanced Python Demonstration 译
【第13集】Week2-1-Introduction 译
【第14集】Week2-2-The Series Data Structure 译
【第15集】Week2-3-Querying a Series 译
【第16集】Week2-4-The DataFrame Data Structure 译
【第17集】Week2-5-DataFrame Indexing and Loading 译
【第18集】Week2-6-Querying a DataFrame 译
【第19集】Week2-7-Indexing Dataframes 译
【第20集】Week2-8-Missing Values 译
【第21集】Week3-1-Merging Dataframes 译
【第22集】Week3-2-Pandas Idioms 译
【第23集】Week3-3-Group by 译
【第24集】Week3-4-Scales 译
【第25集】Week3-5-Pivot Tables 译
【第26集】Week3-6-Date Functionality 译
【第27集】Week4-1-Introduction 译
【第28集】Week4-2-Distributions 译
【第29集】Week4-3-More Distributions 译
【第30集】Week4-4-Hypothesis Testing in Python(上) 译
【第31集】Week4-4-Hypothesis Testing in Python(下) 译
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