Data Visualization, Data Science, AI and Python

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PyScript is Growing Up
We build a data viz app with the new faster PyScript
Create an AI-Generated Streamlit Application - no code required
Use the OpenAI Playground and code completion tools to create a Streamlit app with interactive Plotly charts
Altair: Using the Powerful Vega-Lite 'Grammar of Graphics'
Using the Altair library for Python we can develop compelling data visualizations based on a grammar of graphics and implement them in Streamlit
stlite (again), Data Visualization and Open Source AI-a boon or a danger
Articles that have piqued my interest over the last few days and weeks
Streamlit: new releases, stlite and Streamlit books
There have been two releases recently, 1.30.0 and 1.31.0, I look at these and other new features as well as Stlite, a serverless version of Streamlit
Streamlit: Navigating Multi-page Apps with v1.30.0
Streamlit 1.30.0 gives us a way of navigating multi-page apps programmatically and the streamlit-option-menu lets us build custom menus
Create a Specialist Chatbot with a Modern Toolset: Streamlit, GPT-4 and the Assistants API
With Streamlit’s sophisticated chat interface, a powerful GPT-4 backend and the OpenAI Assistants API, we can build pretty much any specialist chatbot
Full Article: How to Use the Powerful New Assistants API for Data Analysis
OpenAI’s Assistants API lets us create AI assistants which leverage tools that can operate on user-provided data
Data Visualization, Data Science, AI and Python
Data Visualization, Data Science, AI and Python
Tutorials and other articles about Data Science, Data Visualization and AI with hands-on coding mostly in Python
Recommendations
Data Dispatch
Data Dispatch
Sarah Gilligan

Data Visualization, Data Science, AI and Python

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