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Advanced Numpy concepts and functions e.g. broadcasting, masking, linear algebra
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Classroom Contents
ChatGPT Teaches Numpy - Python Numpy Tutorial
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- 1 Introduction
- 2 What is Numpy? What is it used for?
- 3 Installation and importing Numpy into a Python script
- 4 Creating and manipulating Numpy arrays
- 5 Performing mathematical operations on Numpy arrays
- 6 Accessing and modifying elements in a Numpy array
- 7 Reshaping and transposing Numpy arrays
- 8 Stacking and splitting Numpy arrays
- 9 Indexing and slicing Numpy arrays
- 10 Numpy array statistics and aggregations
- 11 Working with Numpy arrays and Python's built-in data structures e.g. lists, dictionaries
- 12 Advanced Numpy concepts and functions e.g. broadcasting, masking, linear algebra
