Scientific Python (basics)

Table of contents

• Python scientific ecosystem
• Create your own working environment
• Introduction to Numpy and the Python Array API standard
• NumPy efficiency
• Creation of Numpy arrays
• Manipulating NumPy arrays
• Introduction to Matplotlib and alternatives
• Introduction to Pandas and alternatives