I will clean and preprocess your data for machine learning
From Code to Insight Data and ML Powered Solution
About this Gig
Do you have messy, incomplete, or inconsistent data that's stopping you from building your ML model?
I will help you clean, preprocess, and format your dataset so it's model-ready, using professional tools like Python, Pandas, and Scikit-learn.
This gig includes:
- Handling missing values and duplicates
- Encoding categorical variables (OneHot, Label Encoding)
- Feature scaling and normalization
- Outlier detection and removal
- Formatting columns and fixing structure
- Train/test/validation data splitting
- Clean output files (CSV, Excel, or JSON)
- Jupyter Notebook or Python script included
Whether you're a student, researcher, or business owner, I will turn your raw data into a structured format you can actually use.
Tools I use:
Python, Pandas, NumPy, Scikit-learn, Jupyter, Google Colab
Have a large or unusual dataset? Just send a message before placing the order and Ill review it.
Lets turn your dataset from chaos into clarity.
Fast delivery. Clean code. Real results.
Programming language:
Python
Frameworks:
Scikit-learn
Tools:
Jupyter Notebook
•
Excel
•
Colab
•
Other
FAQ
What file types do you accept?
I work with CSV, Excel (XLS/XLSX), and JSON files. For other formats, feel free to contact me first. If you want me to work with XML! Please first visit this gig and order there, https://www.fiverr.com/s/P28rPXg, then you can order here for the rest
Do you train machine learning models too?
Not in this gig. This service is focused on preparing your data for modeling. If you need model training, message me — I have a separate offer for that.
Can you clean large datasets (over 100k rows)?
Yes, but please contact me first to review the file size and structure before placing an order.
What tools do you use?
I use Python, Pandas, NumPy, and Scikit-learn. You’ll receive a script or Jupyter Notebook with clear steps.
Will you explain what you did to the dataset?
Yes, the code will be well-commented, and Premium orders include a short documentation summary of all steps taken.

