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I will build a machine learning model for customer churn prediction
Machine Learning and Python Developer
Hi! I'm a Python and Machine Learning developer focused on practical data-driven solutions. I work with Python, Pandas, NumPy, Matplotlib, and Scikit-learn for data analysis, visualization, preprocess...
About this Gig
Looking for a machine learning solution to predict customer churn?
I will build a customer churn prediction model using Python and Scikit-learn to analyze your customer data and predict potential churn.
What I can provide:
- Data cleaning & preprocessing
- Exploratory data analysis & visualization
- Machine learning model development
- Multiple model comparison
- Model evaluation using Accuracy, Precision, Recall & F1-score
- Customer churn predictions
- Clean and reusable Python source code
Tools:
- Python
- Numpy
- Scikit-learn
- Matplotlib
I can work with structured customer datasets in CSV or Excel format and adapt the workflow to your dataset and requirements.
Please message me before ordering if you have specific requirements or a different type of dataset, so I can confirm the right package for you.
My Portfolio
FAQ
What type of dataset do you need?
I can work with structured customer datasets in CSV or Excel format. Please provide the dataset and identify the churn/target column.
Can you work with my own customer dataset?
Yes. I will review your dataset and adapt the data preprocessing and machine learning workflow to its structure.
Which machine learning model will you use?
I will select and compare suitable classification models based on your dataset and project requirements.
How will you evaluate the model?
I can evaluate the model using Accuracy, Precision, Recall, F1-score, and other appropriate evaluation methods.
Can you provide data analysis and visualizations?
Yes. Data analysis and visualizations are included in the Standard and Premium packages.
Do you guarantee a specific accuracy?
No. Model performance depends on the quality, size, features, and characteristics of your dataset. I will focus on building and evaluating an appropriate model.
What do I need to provide before starting?
Please provide your dataset, target/churn column, and any specific requirements you have for the project.
