You will get data cleaning and preprocessing for small and medium datasets
Project details
Are you struggling with messy or unorganized datasets? I offer professional data cleaning and preprocessing services to ensure your data is ready for analysis or machine learning models.
What I Offer:
Data Cleaning:
Removing duplicates, missing values, and outliers.
Correcting formatting issues and inconsistencies.
Standardizing columns, names, and data types.
Data Preprocessing:
Encoding categorical variables.
Normalizing or scaling numerical data.
Splitting datasets into training, validation, and testing sets.
Feature engineering and extraction based on your requirements.
Data Integration and Transformation:
Merging multiple datasets.
Reshaping data (pivot tables, aggregations, etc.).
Creating new variables to enhance data insights.
Tools and Technologies:
Python (Pandas, NumPy, Scikit-learn).
Data visualization (Matplotlib, Seaborn) to identify patterns and issues.
Deliverables:
Clean and preprocessed data in your preferred format (Excel, CSV, JSON, etc.).
Optional: A summary report of the cleaning and preprocessing steps.
Let’s work together to transform your raw data into actionable insights. Contact me now to discuss your project!
What I Offer:
Data Cleaning:
Removing duplicates, missing values, and outliers.
Correcting formatting issues and inconsistencies.
Standardizing columns, names, and data types.
Data Preprocessing:
Encoding categorical variables.
Normalizing or scaling numerical data.
Splitting datasets into training, validation, and testing sets.
Feature engineering and extraction based on your requirements.
Data Integration and Transformation:
Merging multiple datasets.
Reshaping data (pivot tables, aggregations, etc.).
Creating new variables to enhance data insights.
Tools and Technologies:
Python (Pandas, NumPy, Scikit-learn).
Data visualization (Matplotlib, Seaborn) to identify patterns and issues.
Deliverables:
Clean and preprocessed data in your preferred format (Excel, CSV, JSON, etc.).
Optional: A summary report of the cleaning and preprocessing steps.
Let’s work together to transform your raw data into actionable insights. Contact me now to discuss your project!
Machine Learning Tools
NumPy, Python, scikit-learnWhat's included $20
These options are included with the project scope.
$20
- Delivery Time 5 days
- Number of Revisions 2
- Number of Scenarios 2
- Number of Graphs/Charts 5
- Model Validation/Testing
- Source Code
Optional add-ons
You can add these on the next page.
Additional Graph/Chart
(+ 1 Day)
+$5
Data Source Connectivity
(+ 1 Day)
+$10About Fatma
AI & Machine Learning | Data science, web scraping
Zagazig, Egypt - 3:10 am local time
Fresh graduate passionate about Artificial Intelligence and Machine Learning. Gained foundational experience
in Python, Machine Learning, and Data Science through academic projects and training. Currently developing
my skills in advanced machine learning and data science techniques through specialized programs. Excited to
apply my knowledge, grow professionally, and contribute to innovative projects.
Steps for completing your project
After purchasing the project, send requirements so Fatma can start the project.
Delivery time starts when Fatma receives requirements from you.
Fatma works on your project following the steps below.
Revisions may occur after the delivery date.
Data Cleaning
Removing duplicates, missing values, and outliers. Correcting formatting issues and inconsistencies. Standardizing columns, names, and data types.
Data Preprocessing
Encoding categorical variables. Normalizing or scaling numerical data. Splitting datasets into training, validation, and testing sets. Feature engineering and extraction based on your requirements