NumPy for Data Science and Machine Learning in Python
Deep Learning Prerequisites: The Numpy Stack in Python
What you'll learn
- Basics of Numpy, Arrays, Lists.
- Accessing/Changing Specific Elements, Rows, Columns, etc
- Initializing Different Arrays (1s, 0s, full, random, etc)
- Basic Mathematics (arithmetic, trigonometry, etc.)
- Linear Algebra and Statistics
- Reorganizing Arrays
- Load data in from a file
- Advanced Indexing and Boolean Masking
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