Introduction
In this lab, we will learn how to use the numpy.transpose()
function in Python NumPy library. We will learn how this function is used to permute or reverse the axes of an array. By the end of the lab, you will be able to use numpy.transpose()
to modify arrays with ease.
VM Tips
After the VM startup is done, click the top left corner to switch to the Notebook tab to access Jupyter Notebook for practice.
Sometimes, you may need to wait a few seconds for Jupyter Notebook to finish loading. The validation of operations cannot be automated because of limitations in Jupyter Notebook.
If you face issues during learning, feel free to ask Labby. Provide feedback after the session, and we will promptly resolve the problem for you.
Skills Graph
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flowchart RL
python(("`Python`")) -.-> python/FileHandlingGroup(["`File Handling`"])
numpy(("`NumPy`")) -.-> numpy/ArrayManipulationGroup(["`Array Manipulation`"])
python(("`Python`")) -.-> python/DataStructuresGroup(["`Data Structures`"])
python(("`Python`")) -.-> python/ModulesandPackagesGroup(["`Modules and Packages`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
python(("`Python`")) -.-> python/FunctionsGroup(["`Functions`"])
numpy(("`NumPy`")) -.-> numpy/ArrayBasicsGroup(["`Array Basics`"])
numpy(("`NumPy`")) -.-> numpy/IndexingandSlicingGroup(["`Indexing and Slicing`"])
python/FileHandlingGroup -.-> python/with_statement("`Using with Statement`")
numpy/ArrayManipulationGroup -.-> numpy/transpose("`Transpose and Axis Swap`")
python/DataStructuresGroup -.-> python/lists("`Lists`")
python/DataStructuresGroup -.-> python/tuples("`Tuples`")
python/ModulesandPackagesGroup -.-> python/importing_modules("`Importing Modules`")
python/DataScienceandMachineLearningGroup -.-> python/numerical_computing("`Numerical Computing`")
python/FunctionsGroup -.-> python/build_in_functions("`Build-in Functions`")
numpy/ArrayBasicsGroup -.-> numpy/1d_array("`1D Array Creation`")
numpy/ArrayBasicsGroup -.-> numpy/multi_array("`Multi-dimensional Array Creation`")
numpy/ArrayBasicsGroup -.-> numpy/data_array("`Data to Array`")
numpy/IndexingandSlicingGroup -.-> numpy/bool_idx("`Boolean Indexing`")
numpy/IndexingandSlicingGroup -.-> numpy/fancy_idx("`Fancy Indexing`")
subgraph Lab Skills
python/with_statement -.-> lab-86512{{"`Numpy Transpose Function`"}}
numpy/transpose -.-> lab-86512{{"`Numpy Transpose Function`"}}
python/lists -.-> lab-86512{{"`Numpy Transpose Function`"}}
python/tuples -.-> lab-86512{{"`Numpy Transpose Function`"}}
python/importing_modules -.-> lab-86512{{"`Numpy Transpose Function`"}}
python/numerical_computing -.-> lab-86512{{"`Numpy Transpose Function`"}}
python/build_in_functions -.-> lab-86512{{"`Numpy Transpose Function`"}}
numpy/1d_array -.-> lab-86512{{"`Numpy Transpose Function`"}}
numpy/multi_array -.-> lab-86512{{"`Numpy Transpose Function`"}}
numpy/data_array -.-> lab-86512{{"`Numpy Transpose Function`"}}
numpy/bool_idx -.-> lab-86512{{"`Numpy Transpose Function`"}}
numpy/fancy_idx -.-> lab-86512{{"`Numpy Transpose Function`"}}
end