Certificate of completion

Igor Faria Araujo Editilioes

NumPy: Efficient numerical analysis with Python

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

Finished at July 24, 2025

Guilherme Silveira

Coordinator

Paulo Silveira

Chief Vision Officer

https://cursos.alura.com.br/certificate/d8c200a0-cc43-42b0-b76d-9e6930f5d948

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