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How to Combine Streamlit, Pandas, and Plotly for Interactive Data Apps

KDnuggets

unique()) # Filter data filtered_df = df[(df[Region].isin(regions)) unique()) # Filter data filtered_df = df[(df[Region].isin(regions)) unique(), default=df[Region].unique()) unique()) products = st.sidebar.multiselect(Select Product, df[Product].unique(), unique(), default=df[Product].unique()) isin(regions)) & (df[Product].isin(products))]

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7 Python Statistics Tools That Data Scientists Actually Use in 2025 - KDnuggets

Flipboard

Even in simple analytical projects, we often use Scikit-learn to convert categorical features into numerical ones, normalize the data, and more. Matplotlib: Visualizing Statistical Insights Matplotlib is the standard Python library for data visualization. Learn more: [link] 7.

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Is GPT-4 Getting Any Better At Quantitative Image Analysis?

Towards AI

Last Updated on December 18, 2024 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Can it do decent quantitative analysis from a data visualization? For me, one of the most useful GPT-4 tools is the ability to analyze and interpret image data. This member-only story is on us.

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Is GPT-4 Getting Any Better At Quantitative Image Analysis?

Towards AI

Last Updated on December 18, 2024 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Can it do decent quantitative analysis from a data visualization? For me, one of the most useful GPT-4 tools is the ability to analyze and interpret image data. This member-only story is on us.

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Simple GPT-4 Prompting For An Awesome Animated Streamlit App

Towards AI

Last Updated on December 16, 2024 by Editorial Team Author(s): John Loewen, PhD Originally published on Towards AI. Visualizing alarming UNHCR displacement trends with Python This member-only story is on us. The UNHCR refugee dataset contains recently updated data on global displacement. Upgrade to access all of Medium.

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10 No-Nonsense Machine Learning Tips for Beginners (Using Real-World Datasets)

Towards AI

Last Updated on December 18, 2024 by Editorial Team Author(s): Mukundan Sankar Originally published on Towards AI. … Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. Stop Overthinking and Start Building Models with Real-World Datasets This member-only story is on us.

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How AWS sales uses Amazon Q Business for customer engagement

AWS Machine Learning Blog

We discuss how our sales teams are using it today, compare the benefits of Amazon Q Business as a managed service to the do-it-yourself option, review the data sources available and high-level technical design, and talk about some of our future plans. Jonathan Garcia is a Sr.

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