Basic Cleaning
Data cleaning with missing value treatment and basic formatting for your dataset.
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2 Days
1 Day (...)
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- 1
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I will do data preprocessing and exploratory data analysis in Python
Basic Cleaning
Data cleaning with missing value treatment and basic formatting for your dataset.
Delivery Time
2 Days
Package Includes: see all
Basic
...
Basic Cleaning
Data cleaning with missing value treatment and basic formatting for your dataset.
Delivery Time
2 Days
Package Includes: see all
Standard
...
Premium
...
Service details
Is your dataset messy or unstructured? I will clean preprocess and analyze your data using Python so it is ready for machine learning model training or further analysis.
Data preprocessing is the most important step in any ML pipeline. Poor data leads to poor models. I will ensure your data is clean consistent and properly formatted before any modeling begins.
What you will get:
- Complete data cleaning and handling of missing values
- Outlier detection and treatment
- Feature encoding for categorical variables
- Feature scaling and normalization
- Exploratory data analysis with visualizations
- Correlation heatmaps and distribution plots
- Clean Jupyter notebook with all steps explained
- GitHub repository link with full code
Why choose me:
I have worked with multiple real world datasets including medical datasets from Kaggle for disease prediction and image datasets for computer vision projects. I understand how to handle imbalanced data duplicate records and noisy features effectively.
Who is this for:
- Data scientists who need clean data before modeling
- Students working on ML projects needing proper preprocessing
- Businesses with raw unstructured data needing analysis
Requirements from you:
- Your dataset in CSV or Excel format
- Description of the target variable if any
- Specific analysis goals or questions you want answered
Lets turn your raw data into something useful!
Key details
- Service TypeModel TrainingFeature EngineeringPredictive Analysis
- Platform / FrameworkScikit-Learn
- Tech Stack / ToolsJupyter
- Programming LanguagePython
Special note from freelancer
Real experience with medical and image datasets from Kaggle. Clean Jupyter notebook with every step explained guaranteed with every delivery.
Comparison
Full EDA
Full EDA with visualizations correlation analysis and feature engineering report.
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4 Days
2 Days (...)
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- 2
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Complete Analysis
Complete analysis with cleaning EDA feature selection and detailed Jupyter notebook.
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6 Days
3 Days (...)
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- 3
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FAQs
- Please provide your dataset in CSV or Excel format. I can also work with JSON or SQL exports. The cleaner the raw data the better the results will be.
Om Sahu
About Om Sahu
Machine Learning Developer |Python Developer |AI Developer
I am Om Sahu, a BCA AI student at LNCT Bhopal specializing in Machine Learning and Computer Vision. Projects delivered: YOLOv8 Object Detection with mAP50 score of 70.93 percent Image Classifier with Perfect Score 1.00 on Kaggle Multi Disease Prediction App using SVM and Streamlit Every delivery includes clean code, GitHub repo, and working demo.
I am Om Sahu, a BCA AI student at LNCT Bhopal specializing in Machine Learning and Computer Vision. Projects delivered: YOLOv8 Object Detection with mAP50 score of 70.93 percent Image Classifier with Perfect Score 1.00 on Kaggle Multi Disease Prediction App using SVM and Streamlit Every delivery includes clean code, GitHub repo, and working demo.
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