Deliverable |
Criteria |
Vertical Writeup |
Does the vertical write up mention a short summary of the given question? |
Does it discuss major players of the industry? |
Does it discuss market size of the industry? |
Does it discuss major trends in the industry? |
Does it discuss major challenges of the industry? |
Does the write up contain references/bibliography for the content? |
EDA |
Is the data at the right level of granularity? |
Has the correct method of outlier detection been chosen? (with justification – In Notes) |
Has the right threshold for missing value treatment been chosen? (with justification – In Notes) |
Does the EDA summary contain meaningful notes (findings) from EDA tests? |
Modelling – EoC Brick |
Does the variables/factors considered in the model have business sense? (justification for feature selection) |
Does the entire document contain meaningful notes about the process? |
Are metrics choosen to evaluate the model apt for the situation? (choice of performance statistic)? |
Is the team able to justify the reasoning for selecting final model? |
Are traning and testing error/residuals justified? |
Modelling – Code |
Does the variables/factors considered in the model have business sense? (justification for feature selection) |
Is the code well commented & indentated? |
Were visualizations used (wherever applicable) for evaluating models? |
Were at least two models compared? (if possible) |
Are metrics choosen to evaluate the model apt for the situation? (choice of performance statistic)? |
Is the team able to justify the reasoning for selecting final model? |
Are traning and testing error/residuals justified? |
Final Presentation |
Does the storyboard contain agenda slide? |
Does the storyboard contain flow/consistent story? |
Do the talking headers justify the key takeaways from each slide? |
Have the Mu Sigma deck making guidelines been followed? |
Quiz on Statistical Techniques |
Need to clear atleast tests for 3 techniques |
Peer Evaluation |
Average score for you from your teammates |