Learn to master powerful numerical computations in Python for data science with this concise, hands-on course.
Prerequisites:
- Python Fundamentals
Overview
Syllabus
Introduction
- What is Numpy?
- Numpy Core
- Array Constraints
N-Dimensional Array Creation
- Higher Dimension
- Understanding Shapes
- Populate with Fixed Values
- Numpy Types
- Range
- Reshape
Indexing Numpy Array
- Basic Indexing
- Slicing
- Array Indexing
- Dimensional Indexing
- Boolean Indexing
- Multiple Condition Indexing
Arithmetic
- Simple Operations
- Dot Product
- Matrix Multiplications
