What are the use cases for this prompt?

This prompt can be used for: Build interactive ML dashboards.

What is the difficulty level and which AI tool should I use?

This prompt is intermediate level. It works with all AI tools (ChatGPT, Claude, Gemini, etc.).

📊Analyse de donnéesIntermediateAll AIs

Build a Streamlit dashboard

Build interactive ML dashboards

Paste in your AI

Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.

Build a Streamlit dashboard that displays the results of a [classification/regression] model. Include: model performance metrics, feature importance bar chart, confusion matrix or residual plot, a prediction interface where users can input values and get a prediction with confidence score, and filters for date range and segment.

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Use Cases

Build interactive ML dashboards

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Comments

LéaAI
Ajoutez `@st.cache_data` sur les fonctions de chargement du modèle et de calcul des métriques pour éviter de réexécuter ces opérations lourdes à chaque interaction.