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Fiverr Pro
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$
USD
I will build an explainable ai machine learning model with shap
Machine learning , Data science
Python & Machine Learning Developer helping clients turn data into actionable insights. I specialize in ML models, predictive analytics, data analysis, and Python solutions—with a focus on accuracy, q...
À propos de ce service
Don't just get a prediction. Understand WHY your AI model predicts it.
Do you have a dataset and need a machine learning model that is not only accurate but also easy to understand?
I will build, optimize, evaluate, and explain your machine learning model using Python and Explainable AI techniques such as SHAP.
What I can do
- Data cleaning and preprocessing
- Exploratory Data Analysis (EDA)
- Feature engineering
- Machine learning model development
- Regression and classification
- Model comparison
- Hyperparameter tuning
- Cross-validation
- Performance evaluation
- SHAP-based explainability
- Feature importance analysis
- Individual prediction explanations
- Clear visualizations
- Clean and documented Python
What makes this service different?
I don't just give you a model and an accuracy score.
I help you understand:
What is the model predicting?
Why is it making that prediction?
Where is the model making mistakes?
You will receive
Optimized ML model
Evaluation metrics
Explainable AI visualizations
Feature importance
Clean Python code
I can work with CSV, Excel, and other structured datasets.
Please message me before ordering so I can review your dataset and requirements and recommend the right Approach.
Mon portfolio
FAQ
Can you explain why my machine learning model makes a prediction?
Yes. I can use SHAP-based Explainable AI to show which features influence your model's predictions and explain individual predictions in clear visualizations.
Can you improve or optimize my existing ML model?
Yes. I can review your existing model, perform feature engineering, hyperparameter tuning, cross-validation, and model comparison to help improve its performance.
What do you need from me to start?
Please provide your dataset (CSV/Excel), project requirements, target variable, and any existing code/model if available. I will review them and recommend the appropriate machine learning and explainability approach.
