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I will do python data cleaning, preprocessing and feature engineering for ml
Python Data Analyst, Data Cleaning and Visualization
Hi, I'm Ahsan Ali, an Artificial Intelligence student and Python Data Analyst passionate about Machine Learning and Data Analytics.
I specialize in Python, Data Cleaning, Data Preprocessing, Explorat...
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Python Data Cleaning & ML Data Preprocessing
Have a messy or unstructured dataset that needs to be prepared for Machine Learning?
I will clean, preprocess, and transform your dataset into a structured, ML-ready format using Python, Pandas, NumPy, and Scikit-learn.
What I can help with:
- Removing duplicate records
- Handling missing values
- Fixing inconsistent data
- Data formatting and correction
- Handling outliers
- Encoding categorical variables
- Feature scaling
- Feature engineering
- Basic exploratory data analysis (EDA)
- Preparing an ML-ready dataset
- Providing Python/Jupyter Notebook source code
What you will receive:
Clean and structured dataset
Properly preprocessed data
ML-ready dataset based on your requirements
Python/Jupyter Notebook source code
Clear and organized workflow
I focus on data preparation for Machine Learning. I do not provide complete ML model development, deployment, or API integration through this gig.
Please message me before placing an order so we can discuss your dataset and requirements.
FAQ
1. What types of datasets can you clean?
I can work with common tabular datasets such as CSV and Excel files. I can handle missing values, duplicates, formatting issues, inconsistent data, categorical variables, and other common data-quality problems.
2. Will you provide the Python source code?
Yes. Python/Jupyter Notebook source code is included with the packages, so you can review and reuse the data cleaning and preprocessing workflow.
3. Can you prepare my dataset for Machine Learning?
Yes. I can preprocess your data by handling missing values, duplicates, outliers, categorical encoding, scaling, and feature engineering to make it suitable for your ML workflow
4. Do you also build and train Machine Learning models?
No. This gig focuses specifically on data cleaning, preprocessing, and feature engineering. I provide an ML-ready dataset so you can use it with your preferred Machine Learning model or algorithm.
