Streamlit ML App from Data -- 2
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Omschrijving
Send me your Excel or CSV file and I will turn it into a working Streamlit web app that uncovers actionable insights through machine learning.
My first step is a thorough data-prep pass focused on handling missing values—the one cleaning process you specifically flagged. If duplicates or inconsistent formats appear, I can tackle those as well so the model starts from a solid foundation.
Once the data is ready I will:
• compare a suitable machine-learning algorithm against a simple baseline,
• wrap the chosen model inside an easy-to-use Streamlit interface where you can upload fresh data and view predictions instantly,
• write a concise explanation of what the numbers mean for your business decisions.
Deliverables:
1. Cleaned dataset (missing values addressed)
2. Trained ML model + baseline benchmark
3. Streamlit application (ready to run locally)
4. Full, well-commented source code with README
5. One round of revision after you review the demo
I am at the start of my freelance career, so you’ll receive transparent communication and work that reflects the best practices I apply daily in data science and AI.
Budget: USD 8–15
Deze opdracht is 100% op afstand.
Skills
- Data Visualization
- Data Analysis
- Python
- Machine Learning (ML)
- Data Science
- Computer Vision
- Pandas
- NumPy
- NLP
- Streamlit
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