Size: 4.05 GB
Learn NumPy with Python 3, Jupyter, and Matplotlib, Introduction to the basic visualization and Image Processing
What you’ll learn
- Understand and explain the Scientific Ecosystem
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Work with NumPy
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Work with Ndarrays in NumPy
- Create basic data visualization with Matplotlib
- Work with Matrices
- Mathematical and Statistical Functions in NumPy
- Use NumPy and Matplotlib for Image Processing
- FFTs
- Basic Visualizations using Matplotlib
Requirements
- A Windows Computer or Raspberry Pi
- Internet Connection
- Basic Programming and Python Programming Basics
- Zeal and enthusiasm to learn new things
- a burning desire to take your career to the next level
Description
Become a Master in NumPy and Numerical Python and learn employers’ one of most requested skills of 21st Century! A great Data Science professional makes $150000 per year. This is the most comprehensive, yet straight-forward course for the Numerical Python (NumPy) on Udemy! Whether you have never used NumPy before, already know basic a bit of Python, or want to learn about the advanced features of NumPy with Python, this course is for you! In this course we will teach you NumPy with Python.- Basics of Scientific Python Ecosystem
- Basics of NumPy and Matplotlib
- Installation of Python 3 on Windows
- Setting up Raspberry Pi
- Tour of Python 3 environment on Raspberry Pi
- Jupyter installation and basics
- Ndarrays
- FFTs
- Bitwise Operations
- Matrices
- Linear Algebra
- Ndarray Manipulation
- Basic Visualization with Matplotlib
- Mathematical Functions
- Trigonometric Functions
- Statistical Functions
- Image Processing
Who this course is for:
- Data Science Professionals
- Machine Learning Professionals
- AI Professionals
- Computer Vision Professionals
- Raspberry Pi Enthusiasts
- Scientists
- Engineering
- Mathematicians
- Physicists
- Anyone with zeal and enthusiasm to learn