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I will do python data analysis, data cleaning, and visualization
About this Gig
Need help turning raw data into meaningful insights with Python and Machine Learning?
I provide data science and machine learning services using Python, Pandas, NumPy, Scikit-learn, SQL, and Google Colab.
MY SERVICES
Data cleaning and preprocessing
Exploratory Data Analysis (EDA)
Data visualization and trend analysis
Machine learning model development
Regression and predictive modeling
Sales and demand forecasting
Model evaluation and optimization
Source code and project documentation
MY PROJECT EXPERIENCE
- Bakery Sales Forecasting and Profit Analysis
- I analyzed historical bakery sales data, explored product demand patterns, and developed a Random Forest Regression model to forecast product-level demand for the next 7 days. The project demonstrates how data analysis can support inventory planning, reduce potential waste, and improve business decisions.
- Wind Data Analysis and Forecasting
- I worked with historical wind data, performed data preprocessing and feature engineering, and applied machine learning techniques to predict wind-related values. I evaluated model performance using metrics such as MAE, RMSE, and R².
HOW I WORK
- Understand your goals and dataset.
- Clean and prepare the
My Portfolio
FAQ
1. What information do you need to start my project?
I need your dataset, project requirements, business goal, and expected output. Please share CSV, Excel, or other supported data files and explain what you want to achieve.
2.Which tools and programming languages do you use?
I primarily use Python, Pandas, NumPy, Scikit-learn, SQL, and Google Colab for data analysis, preprocessing, visualization, and machine learning.
3. Can you build a machine learning model for my dataset?
Yes. Depending on your dataset and requirements, I can develop regression or classification models, perform feature engineering, and evaluate model performance using suitable metrics.
4. Do you provide the source code and documentation?
Yes. The package you select determines the included deliverables. Source code is included in my packages, while detailed model documentation is included in Standard and Premium.
5.Can you forecast sales or demand using historical data?
Yes. I can analyze historical sales data, identify demand patterns, and build a suitable forecasting model. Forecast quality depends on the amount, quality, and characteristics of your data.
