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Fiverr Pro
English
$
USD
I will clean, preprocess and prepare your machine learning dataset
About this Gig
I will professionally clean, preprocess, and prepare your dataset for high-quality machine learning or analytics work. Whether your data is messy, unstructured, inconsistent, or needs advanced feature transformations, I will deliver a clean, well-structured dataset ready for immediate model training.
What I offer:
- Handling missing values
- Duplicate removal & formatting
- Outlier detection and treatment
- Categorical encoding (Label/One-Hot)
- Feature scaling & normalization
- Text/data transformations
- Date-time feature extraction
- Feature engineering (Premium)
- Train-test split (Premium)
- Clear documentation of all steps
I use efficient Python tools like Pandas, NumPy, and Scikit-learn to ensure your dataset is accurate, consistent, and machine-learning ready.
Perfect for:
- ML model preparation
- Data analysis
- BI dashboards
- Research projects
- Business datasets
- Academic assignments
You will receive a clean dataset, preprocessing script, and full documentation. Lets turn your messy data into something powerful!
Programming language:
Python
Frameworks:
Scikit-learn
•
Keras
•
Panda
Tools:
Jupyter Notebook
•
Colab
FAQ
What file formats do you support?
I accept CSV, Excel files, JSON, TXT, or any structured dataset. If you have another format, I can convert it.
Do you perform feature engineering?
Yes, feature engineering is included in the Premium package.
Can you handle large datasets?
Yes, I can process large files. If the dataset is extremely large, I will inform you of any additional requirements.
Do you create ML models in this gig?
No. This gig only covers data cleaning & preprocessing. ML model creation is available in my other gigs.
Can you split the data into train and test sets?
Yes, this is included in the Premium package.
