Programming
IE University
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John M. Zelle
1 documents
Summary
Python Data Operations 1: Data frames
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 first notebook contains: - Introduction to Pandas and dataframes - The structure of a dataframe - Selecting values - Select cells - Select rows - Select columns - Slicing - Ins...
beatricemossberg
Summary
Python Data Operations 2: Methods
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 second notebook contains: - Arithmetic operations - add - subtract - multiply - divide - Store solution in new column - Comparison - equal to - not equal to - greater t...
beatricemossberg
Summary
Python Data Operations 3: Filtering
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 third section contains: - Conditional Selection - pd.Series and Operators - Basic Filters - Missing Values - Identify Nulls - Filter Nulls - Fill in Nulls - Remove Nulls - Uni...
beatricemossberg
Summary
Python Data Operations 4: Merge and concatenation
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...
beatricemossberg