NumPy Random Number Generation | np.random Explained with Real Examples
Explore how to generate random numbers using NumPy in Python! In this beginner-friendly tutorial, we cover:
How to use np.random.rand, randn, randint, choice, and shuffle
Setting seeds for reproducibility
Practical use cases for random number generation
Perfect for data science, machine learning, and simulations!
🔧 Topics Covered:
Uniform vs Normal Distribution
Setting seeds using np.random.seed()
Random selection from a list
Shuffling arrays
Real-world examples
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