How do I use NumPy arrays in Python?
An example of an AI chatbot conversation about using NumPy arrays in Python.
How do I use NumPy arrays in Python?
You can use NumPy arrays to store and manipulate numerical data efficiently. Would you like to see some examples?
Yes, please show me how to create a NumPy array.
You can create a NumPy array using the np.array() function. For example: import numpy as np; arr = np.array([1, 2, 3]).
What are some common operations I can perform on NumPy arrays?
Common operations include element-wise addition, slicing, reshaping, and statistical calculations like mean and standard deviation.
Can I perform matrix operations with NumPy?
Absolutely! You can use functions like np.dot() for dot products and np.linalg.inv() for matrix inverses.
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