Find your own Data sets.data sets can be found on Kaggle and Data.gov.

• Data set description
  • please clarify what is in your data set (rows and columns).
• Data preparation and explanation
  • create new columns or clean existing ones. In this part, report the code of the cleaning/preparation process. data preparation must be entirely performed in the notebook (and not, for example, in Excel before being imported into the notebook).
• Quality of findings
  • A brief summary of the finding addressed to the management. Points are awarded based on the clarity and significance of the finding.
  • A set of tables and/or charts that support the validity of your finding. You must include at least one chart. Points are awarded based on how convincing your evidence is.
  • Managerial insights: answer the "so what?" question. Convince the reader that your findings can be used to improve operations and increase profit. Points are awarded based on clarity, brevity, and how actionable your findings are.
  • Machine learning mastery: you must report the code to run the machine learning procedure that helped you detect your findings.