NumPy Bootcamp for Data Science and ML in Python – 2023

1. Master the essentials of NumPy
2. Learn how to explore, transform, aggregate and join NumPy arrays
3. Analyze and manipulate dates and times for time intelligence and time-series analysis
4. Build powerful, practical skills for modern analytics and business intelligence
5. Basics of Numpy, Arrays, Lists.
6. Accessing/Changing Specific Elements, Rows, Columns, etc
7. Initializing Different Arrays (1s, 0s, full, random, etc)
8. Basic Mathematics (arithmetic, trigonometry, etc.)
9. Linear Algebra and Statistics
10. Reorganizing Arrays
11. Load data in from a file
12. Advanced Indexing and Boolean Masking