Certificate of completion

Bernardo de Sousa Tavares

Pandas: data transformation and manipulation

completed the online course with an estimated workload of 6 hours.

Finished at December 02, 2025

Guilherme Silveira

Coordinator

Paulo Silveira

Chief Vision Officer

https://cursos.alura.com.br/certificate/e16c8cb5-9a7d-436b-bf1f-02d55bebf87d

Course lessons

Pandas: data transformation and manipulation

  • Understanding the problem
  • Numeric data
  • Textual data
  • Time data
Certificate authenticity QR code
Formal Certificate