Skip to content

Mousatat/CRISP-DM-Tennis-Matches-Bets

Repository files navigation

CRISP-DM-Tennis-Matches-Bets

Business Objective

The objective of our data mining project is to provide Bill Benter, a professional gambler with a focus on horse-betting, with betting advice that can help him gain a strong entry into the Tennis Gambling Market. The ultimate goal is to increase his revenues by expanding his business to the tennis-betting market and leveraging our expertise in data mining and predictive analysis. Our ultimate goal is to increase his revenues by providing him with accurate and reliable betting advice on tennis matches.

Business Success Criteria

The primary success criteria for our business objective will be providing useful betting advice that can guarantee a strong entry for our client into the global market. Our ultimate goal is to help the client increase his revenues by providing him with reliable and accurate advice on tennis matches. Therefore, the success of this objective will be determined by the amount of revenue earned once the client goes through a few initial bets.

Human Resources

Unfortunately, the workforce currently behind this project is limited. The entire workforce is made up of a few individuals from both our side and the client’s and are all listed below. Bill Benter: As the client and project profiteer, Benter will be the primary point of contact for our team. He will communicate directly with our project manager, Majed Naser, to provide input on the project vision and business objectives.

Majed Naser: As the project manager and plan initializer, Majed will be responsible for overseeing the entire project workflow and ensuring that all team members are aligned with the project vision and objectives. He will work closely with the client to ensure that our predictions align with his business objectives and will be responsible for presenting the results to Bill at regular intervals.

Mahmoud Mousatat: As our modeling expert, Mahmoud will be responsible for building our machine learning models. This will include tasks such as feature engineering, model training, testing, and tuning. He will work closely with Timur Aizatvafin to ensure that the data is suitable for modeling and will work with Majed to ensure that our models align with Benter’s business objectives. Evaluating the model and create a strategy to link the Risk and the profit in betting simulation.

Timur Aizatvafin: As our data expert, Timur will be responsible for all data operations, including loading, cleaning, analysis, and preprocessing. He will also work closely with Mahmoud in the feature engineering step to ensure that our models are built using the most relevant and accurate features. Timur will work with Majed to ensure that our data operations align with Benter’s business objectives and that our predictions are based on the most accurate and relevant data.

Link to the Presentation https://youtu.be/-4Q7-DJHei8

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages