Computer Science and Data Notes

Summarised notes of pandas data operations covered in the Principles of Programming course, part of the Computer Science and AI bachelor degree. The notes are initially written in Jupyter Notebook. They contain practical examples of data operations in python and images to explain the structures and processes. This fourth notebook contains: - Concatenation - Merge and Join - Merge on columns - Merge on index - Convert Data types - Duplicates - Find duplicates - Remove duplicate...

Summarised notes of Pandas data operations covered in the Principles of Programming course, part of the Computer Science and AI bachelor degree. The notes are initially written in Jupyter Notebook. They contain practical examples of data operations in python and images to explain the structures and processes. This fifth section contains: - Groupby - Iterate through groups - Basic groupings - Advanced groupings - Group with more levels - Pivot table - Stack and Unstack

Notes of python data operations using pandas, covered in the Principles of Programming course, part of the Computer Science and AI bachelor degree. The notes are initially written in Jupyter Notebook, here in pdf format. They contain practical examples of data operations in python and images to explain the structures and processes. This first notebook contains: - Introduction to Pandas and dataframes - The structure of a dataframe - Selecting values - Select cells - Select rows - ...