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Real Python - The Pandas DataFrame: Working With Data Efficiently

LeeAndro

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Real Python - The Pandas DataFrame: Working With Data Efficiently
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 25 Lessons (2h 10m) | Size: 348.9 MB

The Pandas DataFrame is a structure that contains two-dimensional data and its corresponding labels.


DataFrames are widely used in data science, machine learning, scientific computing, and many other data-intensive fields.

DataFrames are similar to SQL tables or the spreadsheets that you work with in Excel or Calc. In many cases, DataFrames are faster, easier to use, and more powerful than tables or spreadsheets because they're an integral part of the Python and NumPy ecosystems.

What a Pandas DataFrame is and how to create one

How to access, modify, add, sort, filter, and delete data

How to handle missing values

How to work with -series data

How to quickly visualize data




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