You're reading from Streamlit for Data Science - Second Edition

Product typeBook

Published inSep 2023

Reading LevelBeginner

PublisherPackt

ISBN-139781803248226

Edition2nd Edition

Languages

Python

Tools

SugarCRM

Concepts

Data Science

Author (1)

Tyler Richards

Index

AgGrid

URL 151

Altair 54, 64, 65

Andrianasolo, Fanilo 245-249

Application Programming Interface (API) 75, 174, 226

Bentley, Gerard 252-255

BigQuery account

URL 186

BigQuery Python Connector 186

Blackwood, Zachary 256-261

Bokeh 62, 64

built-in graphing functions 52-58

built-in visualization options 58

caching 40-43

color picker

colors, picking with 138-140

columns

working with 123-127

Components

finding 170

Dash 58

data manipulation 39, 40

data science ideation 224, 225

discussion forums

reference link 170

drill-down graphs

creating, with streamlit-plotly-events 155-159

editable DataFrames 144-147

adding, with streamlit-aggrid 151-155

external AI libraries integration 97

authenticating, with OpenAI 97

generative AI, adding to Streamlit apps 98-103

OpenAI API cost 97

external ML libraries

integrating 95-97

...

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Author (1)

Tyler Richards

Tyler Richards is a senior data scientist at Snowflake, working on a variety of Streamlit-related projects. Before this, he worked on integrity as a data scientist for Meta and non-profits like Protect Democracy. While at Facebook, he launched the first version of this book and subsequently started working at Streamlit, which was acquired by Snowflake early in 2022.
Read more about Tyler Richards

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