25.7.12
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DS4A / Empowerment 1.0 Honors Certificate

The certificate earner has graduated from the Data Science For All / Empowerment (DS4A / Empowerment) program as part of the cohort from October 2020 - February 2021. They graduated with Honors, due to their demonstrated excellence in the completion of their assignments. During DS4A / Empowerment, they learned data analytics through practical cases using real data sets and completing assignments. They also worked in a team to complete a full data analytics project from start to finish. Their project results include a functioning dashboard, a full report detailing the project, a one-page visual summary, and a final presentation.

Skills / Knowledge

  • data analysis
  • data visualization
  • python
  • linear modeling
  • SQL
  • data science
  • Jupyter
  • Pandas
  • Numpy
  • Scikit
  • matplotlib
  • Seaborn
  • regression
  • Statistics
  • Business Intelligence
  • Data extraction
  • Data transformation
  • Interpretation of charts, graphs, & tables
  • Information gathering & sufficiency
  • Hypothesis testing
  • Statistical inference
  • A/B testing

Issued on

June 2, 2021

Expires on

Does not expire