Scientific Python (basics)

Table of contents

• Python scientific ecosystem
• Introduction to Numpy and the Python Array API standard
• NumPy efficiency
• Creation of Numpy arrays
• Manipulating NumPy arrays
• Introduction to Matplotlib and alternatives
• Alternatives
• Practice: image processing
• Introduction to Pandas and alternatives
• Practice: weather data