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The Basics of Data Science with Python

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Published on Jun 10, 2021

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NEW: Certify your skills with your CPF and our TOSA program: https://bit.ly/4dRF2MQ In this video, I show you all the basics of data science with Python and the pandas library. Reading a CSV file, analyzing data, adding and deleting and processing data as well as displaying graphs with matplotlib. After this training, you will be able to make the numbers in your dataframes speak thanks to very easy-to-use functions of pandas and matplotlib. ???? Source files ● https://github.com/DocstringFr/les-ba... ???? The entire training on Docstring ● https://www.docstring.fr/formations/l... ????‍???? Learn Python ● https://www.docstring.fr/formations/?... ???? Blog articles ● https://www.docstring.fr/blog/?utm_so... ????Listen to the Podcast ● https://www.docstring.fr/podcast/?utm... ???? Join the Discord server ● https://www.docstring.fr/discord/?utm... Chapters 00:00:00 Introduction 00:00:33 Introduction to the training 00:02:25 What is data science? 00:08:29 WINDOWS: Jupyter Lab Setup 00:12:27 MAC OS: Jupyter Lab Setup 00:16:05 Reading a CSV file with pandas 00:22:21 Analyzing the dataframe 00:29:44 Selecting data 00:39:10 Filters 00:47:59 Removing a column 00:52:53 Dealing with missing values 01:00:13 Adding columns 01:07:53 Analyzing the data 01:19:23 Installing matplotlib 01:20:40 Plotting a curve 01:23:23 Other types of graphs

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