Audit of the forecasting model (SQL + Python)
It is necessary to conduct an audit of the existing forecasting model used for predicting key performance indicators of the company.
Main tasks:
- Analysis of the current model:
- Study the architecture and algorithms of the model.
- Check the correctness of data processing and calculations.
- Assessment of forecast accuracy:
- Develop approaches and metrics for measuring the accuracy of the model.
- Suggest ways to improve the forecast.
- Optimization and adjustment (if necessary):
- Make changes to increase the accuracy and stability of the model.
Requirements for the specialist:
- Proficient in SQL and Python.
- Experience in mathematical modeling and statistics.
- Skills in optimization and analysis of forecasting models.
Expected result:
A report with conclusions from the audit, proposed accuracy metrics, and recommendations for improving the model.
If there are any comments or wishes, please write — we will take them into account!
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3 days67 USD
3 days67 USD
Hello, I have extensive experience working with Python and databases, SQL. I have developed predictive models multiple times, I know how to work with metrics, I am familiar with machine learning and statistical models. I have examples of similar models I can show you in private messages. I am waiting for your message to learn the details.
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