Introduction to Python for MATLAB Users

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This course will help MATLAB developers understand the fundamentals of Python and use it for scientific computing.

Beginner

41 Lessons

Certificate of Completion

This course will help MATLAB developers understand the fundamentals of Python and use it for scientific computing.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

184 Playgrounds

This course includes

184 Playgrounds

Course Overview

Python is a versatile programming language with many open-source packages for different applications. Even scientists using MATLAB for complex tasks are shifting toward Python. This course focuses on MATLAB users learning Python. First, you’ll be introduced to MATLAB and Python’s key differences and similarities. You’ll learn the fundamentals of Python syntax and data types and structures, particularly lists, dictionaries, sets, and tuples. You’ll learn the control flow of programs, functions, and file han...Show More

What You'll Learn

An understanding of how Python can be used for scientific computing and its many other applications

The ability to differentiate between MATLAB and Python environments

Working knowledge of Python programming fundamentals

Ability to make data visualization plots

Hands-on experience using popular Python libraries such as NumPy, pandas, Matplotlib, and Seaborn

Familiarity with the Pythonic style of programming

What You'll Learn

An understanding of how Python can be used for scientific computing and its many other applications

Course Content

Introduction to the Course

About This Course

The Pythonic Way of Programming

From MATLAB to Python: An Engineer’s Metamorphosis

Universe of the Two Worlds

MATLAB Environment MATLAB Toolboxes Python Environment Python Libraries

Basic Data Types and Operations

Basic Data Types Arrays and Matrices Array and Matrix Indexing Dictionary, Tuple, Set, and Cell Arithmetic and Logical Operators Quiz: Basic Data Types and Operations

Control Flow

Conditional Statements Loops Break and Continue Switch Case Quiz: Control Flow

Functions

Functions Lambda Functions Quiz: Functions

File Handling

3 Lessons

Data Visualization

10 Lessons

Practice Challenges

4 Lessons

Conclusion

2 Lessons

10.

Appendix

1 Lesson

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