MATLAB vs Python: Why and How to Make the Switch

MATLAB vs Python: Why and How to Make the Switch

Learn about MATLAB vs Python, why and how you should switch from MATLAB to Python. Evaluate the differences of using MATLAB vs Python. Convert scripts from MATLAB to Python. MATLAB® is widely known as a high-quality environment for any work that involves arrays, matrices, or linear algebra.

In this step-by-step tutorial, you'll learn about MATLAB vs Python, why you should switch from MATLAB to Python, the packages you'll need to make a smooth transition, and the bumps you'll most likely encounter along the way.

MATLAB® is widely known as a high-quality environment for any work that involves arrays, matrices, or linear algebra. Python is newer to this arena but is becoming increasingly popular for similar tasks. As you’ll see in this article, Python has all of the computational power of MATLAB for science tasks and makes it fast and easy to develop robust applications. However, there are some important differences when comparing MATLAB vs Python that you’ll need to learn about to effectively switch over.

In this article, you’ll learn how to:

  • Evaluate the differences of using MATLAB vs Python
  • Set up an environment for Python that duplicates the majority of MATLAB functions
  • Convert scripts from MATLAB to Python
  • Avoid common issues you might have when switching from MATLAB to Python
  • Write code that looks and feels like Python

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