Python Data Science & ML Project -Sales Forecasting Dashboard
Бюджет: $5.0
FIXED /
⭐ 0.00 (0)
Pakistan
python, data-analysis, data-science, machine-learning
Бажана кваліфікація
- Досвід: Середній
Project Overview
I'm looking for two freelancers to collaborate on a small Python-based data science and machine learning project.
The goal is to develop a sales forecasting system using historical sales data and present the results through an interactive dashboard.
Freelancer 1 – Data Science & Machine Learning
- Clean and preprocess the dataset using Pandas.
- Perform exploratory data analysis (EDA).
- Create useful features for sales prediction.
- Train and compare 2–3 machine learning models.
- Evaluate models using appropriate metrics such as MAE and RMSE.
- Provide a Jupyter notebook and the final trained model.
Freelancer 2 – Python Dashboard Development
- Build an interactive dashboard using Streamlit.
- Integrate the trained ML model.
- Display historical sales trends and predicted sales.
- Add basic filters and visualizations.
- Provide the complete source code and setup
Required Skills
- Python
- Pandas, NumPy, Scikit-learn
- Data Visualization
- Machine Learning
- Streamlit
- Jupyter Notebook
Expected Deliverables
- Cleaned dataset and analysis notebook.
- Trained and evaluated ML model.
- Interactive Streamlit dashboard.
- Well-organized source code and README.
Project Level: Intermediate
Hiring: Two freelancers (one for each role).
Please mention which role you're applying for and share relevant examples of your previous work.
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