- Predict which recipes will lead to high traffic
- Correctly predict high traffic recipes 80% of the time
Your written report should include both code, output and written text summaries of the following:
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Data Validation:
- Describe validation and cleaning steps for every column in the data
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Exploratory Analysis:
- Include two different graphics showing single variables only to demonstrate the characteristics of data
- Include at least one graphic showing two or more variables to represent the relationship between features
- Describe your findings
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Model Development
- Include your reasons for selecting the models you use as well as a statement of the problem type
- Code to fit the baseline and comparison models
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Model Evaluation
- Describe the performance of the two models based on an appropriate metric
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Business Metrics
- Define a way to compare your model performance to the business
- Describe how your models perform using this approach
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Final summary including recommendations that the business should undertake
Give an overview presentation to the product manager who requested the work. The presentation should include:
- An overview of the project and business goals
- A summary of the work you undertook and how this addresses the problem
- Your key findings including the metric to monitor and current estimation
- Your recommendations to the business
(only the slides will be provided)