December 2022
Beginner to intermediate
215 pages
3h 2m
English
book
Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning Applications
by Sujay Raghavendra
Content preview from Beginner's Guide to Streamlit with Python: Build Web-Based Data and Machine Learning ApplicationsBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Index
A
Alert box in Streamlit
st.error() function
st.exception() function
st.info() function
st.success() function
st.warning() function
Altair
area graph
boxplot
heatmap
statistical visualizations
Animated snowflake
Area graph/chart
Audio file
Audio formats
B
Background image
Balloons
Bar charts
bar() function
Bar graph
Boxplot
Built-in visualization functions
area chart
bars
line chart
map
Buttons
check box
create
download
drop-down
multiselect output
preselect, checkbox output
progress bars
radio buttons
spinner
C
Caching mechanism
Captions
Check boxes
Code
Columns
with padding
spaced-out column
Computer vision application
Computer vision in Streamlit
complete code
imaging techniques
import libraries
install libraries
map image classes
model deployment
model preprocess
predictions
upload image ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.