Churn Prediction Using Machine Learning -- 2
Budget: ₹750 – ₹1,250 INR
I'm seeking an experienced data scientist with a strong background in predictive analytics, data visualization, and pattern recognition.
Key Objectives:
- Develop a reliable churn prediction model using machine learning
- Visualize relevant data patterns for customer attrition
- Enhance predictive analytics capabilities
The project primarily involves the processing of transaction data. Therefore, proficiency in handling such data is paramount. Be ready to dive deep into data analysis leading to valuable, actionable insights.
Required Skills and Experience:
- Expertise in Python
- Extensive experience with machine learning
- Proven ability in data visualization and pattern recognition
- Proficiency in working with transaction data
- Previous experience in churn prediction would be a significant advantage.
Your role will not only include building the predictive model but also interpreting the results and assumptions behind the model for a less technical audience. Be prepared to justify your model selection and feature engineering.
Key Objectives:
- Develop a reliable churn prediction model using machine learning
- Visualize relevant data patterns for customer attrition
- Enhance predictive analytics capabilities
The project primarily involves the processing of transaction data. Therefore, proficiency in handling such data is paramount. Be ready to dive deep into data analysis leading to valuable, actionable insights.
Required Skills and Experience:
- Expertise in Python
- Extensive experience with machine learning
- Proven ability in data visualization and pattern recognition
- Proficiency in working with transaction data
- Previous experience in churn prediction would be a significant advantage.
Your role will not only include building the predictive model but also interpreting the results and assumptions behind the model for a less technical audience. Be prepared to justify your model selection and feature engineering.