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Turning salesforce lead, oppty, & sales activities data => Sales predictions using pandas, Scikit-learn, SQLAlchemy, Redshift, XGBoost Classifier

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ShemaKevin62/Classifying-Sales-Calls

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🕵️‍♀️ Classifying Sales Calls ☎️

💸 Predicting the Outcomes of Demo Calls for a SaaS Company. 📱

For this project I implemented a gradient boosted tree 🌲 model (XGBoost) to classify qualification of sales demo calls in order to improve forecasting efforts.

I attained ~80% accuracy & demonstrated the value of implementing machine learning to solve low-hanging fruit problems on the business side. This demonstration lead the BI team committing to leveraging machine learning and data science for future initiatives. 🎉💪🏻


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