You will get clean and preprocessed dataset for analysis or Machine Learning
Project details
Good data is the foundation of good AI.
If your dataset is messy, inconsistent, or full of missing values — don’t worry. I’ll prepare it for analysis or machine learning, using best practices in data preprocessing.
This service includes:
Handling missing values (imputation or removal)
Encoding categorical variables (Label/OneHot)
Scaling and normalization
Feature selection/creation
Removing duplicates or outliers (if needed)
Final clean dataset ready for ML or analysis
I’ll deliver clear, reproducible Python code (or optionally Excel/CSV-ready cleaned data), along with a summary of the transformations applied.
“Let’s turn your data into impact — click ‘Invite to Job’ to get started.”
If your dataset is messy, inconsistent, or full of missing values — don’t worry. I’ll prepare it for analysis or machine learning, using best practices in data preprocessing.
This service includes:
Handling missing values (imputation or removal)
Encoding categorical variables (Label/OneHot)
Scaling and normalization
Feature selection/creation
Removing duplicates or outliers (if needed)
Final clean dataset ready for ML or analysis
I’ll deliver clear, reproducible Python code (or optionally Excel/CSV-ready cleaned data), along with a summary of the transformations applied.
“Let’s turn your data into impact — click ‘Invite to Job’ to get started.”
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$180
|
|---|---|---|---|
| Delivery Time | 2 days | 4 days | 5 days |
Number of Revisions | 1 | 1 | 1 |
Optional add-ons
You can add these on the next page.
Additional Revision
+$5
Data Analysis
(+ 4 Days)
+$30Frequently asked questions
About Sonali
Machine Learning Consultant | Consumer Insights Specialist
Najafgarh, India - 1:38 am local time
I'm a Machine Learning consultant and data analyst passionate about helping businesses solve real-world problems using AI, predictive analytics, and data-driven decision making.
I specialize in:
*Building targeted ML models for small and medium businesses.
*Extracting actionable insights from raw, messy datasets.
*Delivering clear reports and results — not just complex code.
✅ Strong background in business, market research and legal compliance thinking — enabling me to blend technical solutions with practical business outcomes.
✅ Experienced in independent project handling, ensuring personalized attention to your unique challenges.
✅ Available for focused, high-quality work, maintaining sharp attention to every detail.
Whether you're looking to predict customer churn, forecast sales or gain hidden insights from your data — I can help you translate your goals into working, understandable AI systems.
Let’s connect and explore how we can bring machine learning into your business without unnecessary complexity!
Steps for completing your project
After purchasing the project, send requirements so Sonali can start the project.
Delivery time starts when Sonali receives requirements from you.
Sonali works on your project following the steps below.
Revisions may occur after the delivery date.
Additional Clarifications
Free 15 minutes chat to clarify further questions before delivery