TikTok is investigating a way to utilize machine learning to identify claims and opinions within videos and comments.
| Milestone | Tasks | Deliverables | Relevant Stakeholder |
|---|---|---|---|
| 1 | Establish structure for project workflow | Global project document | DS Manager |
| 1a | Write a project proposal | PM Officer | |
| 2 | Compile summary information about the data | Data files ready for EDA | DS |
| 2a | Begin exploring the data | DS | |
| 3 | Data exploration and cleaning | EDA results | DS |
| 3a | Visualization building | Tableau dashboard | PM Officer |
| 4 | Compute descriptive statistics | Analysis of results between variables | DS Lead |
| 4a | Conduct hypothesis testing | DS | |
| 5 | Build a regression model | Regression model | DS Lead |
| 5a | Evaluate the model | DS Manager | |
| 6 | Build a machine learning model | Final model | DS Lead |
| 6a | Communicate final insights with stakeholders | Report to all stakeholders | DS Lead |