Certificate of completion

Rafael Martins de Andrade

NumPy: Efficient numerical analysis with Python

completed the online course with an estimated workload of 8 hours.

Finished at February 25, 2026

Guilherme Silveira

Coordinator

Paulo Silveira

Chief Vision Officer

https://cursos.alura.com.br/certificate/dae16ac7-7c33-4313-902c-f5377cc3734f

Course lessons

NumPy: Efficient numerical analysis with Python

  • Getting to know the library and our data
  • Data exploration
  • Operations between arrays
  • Random numbers
Certificate authenticity QR code
Formal Certificate