Audit of the forecasting model (SQL + Python)

Databases & SQL, Python — incorrectly specified categories?

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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!

Proposals 4

Dariia Zelinska

43 0

Budget: 3000 UAH Deadline: 3 days

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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