I will clean and preprocess your dataset for machine learning
Machine Learning Developer
Informazioni su questo servizio
I will build and evaluate a machine learning model using Python for your structured CSV or Excel dataset.
This Gig is suitable for classification and regression tasks such as prediction, customer analysis, churn analysis, and other tabular-data problems.
What I can provide:
- Data cleaning and preprocessing
- Feature encoding, scaling, and train/test splitting
- Baseline and comparison models
- Model evaluation using suitable metrics
- Visualizations such as confusion matrices and feature importance
- Clean, reproducible Jupyter Notebook source code
- Brief documentation explaining the workflow and results
I work with Python, Pandas, NumPy, and scikit-learn.
Please message me before ordering with your dataset, target column, task type, and expected output. Model performance depends on dataset quality and size, so no fixed accuracy is guaranteed.
This Gig is for small-to-medium tabular datasets only. Please contact me first for image, video, audio, large-scale data, deployment, API, or academic-assessment work.
Linguaggio di programmazione:
Python
•
R
•
Colab
•
Java
Strumenti:
Quaderno jupyter
•
opencv
•
OpenNN
•
tensorflow
•
Excel
•
Colab
Framework:
Scikit-learn
•
keras
•
PyTorch
•
Panda
•
tensorflow
FAQ
What type of datasets do you work with?
I mainly work with structured tabular datasets in CSV or Excel format. Please contact me first for image, video, audio, text, or very large datasets.
What information do you need before starting?
Please provide the dataset, the target column you want to predict, a short explanation of the problem, and an example of the output you expect.
Which machine learning tasks can you handle?
I can support classification and regression tasks, including prediction, binary or multi-class classification, and basic model comparison.
Will you guarantee a specific accuracy?
No. Model performance depends on dataset quality, size, class balance, feature relevance, and the suitability of the task. I will evaluate the model honestly using appropriate metrics.
What will I receive after delivery?
Depending on your package, you will receive the processed dataset, Jupyter Notebook or Python source code, trained-model results, evaluation outputs, visualizations, and brief documentation.
Do you complete university assignments or research submissions?
I can provide original technical support, code debugging, explanations, and ML guidance. I do not complete graded assignments, dissertations, or research submissions on behalf of a student.

