H2O Wave Starter Course offers a step-by-step guide to mastering H2O Wave, an open-source platform for building AI-driven applications and dashboards using Python.
Visit H2O.ai University to learn more about our array of courses for various tools at :
https:...
H2O Wave Course Starter -
Slide Deck
H2O Wave Starter Course offers a step-by-step guide to mastering H2O Wave, an open-source platform for building AI-driven applications and dashboards using Python.
Visit H2O.ai University to learn more about our array of courses for various tools at :
https://h2o.ai/university/
Size: 633.84 KB
Language: en
Added: Aug 13, 2024
Slides: 14 pages
Slide Content
H2O Wave Starter Course
Learn How To Build AI Apps Using H2O Wave!
H2O.ai Confidential
Agenda
●Introduction to H2O Wave
●Setting Up the Development Environment
●Writing Your First Wave App
●How to Deploy Your Wave App
●Practical Applications Showcase of Youtube Chatbot
●Conclusions
Introduction to H2O Wave
H2O.ai Confidential
What is H2O Wave?
●Open source low-code Python and R
development framework
●Build and deploy amazing, real-time
analytics with dramatically less effort.
●Capture data, visualizations, and graphics
from multiple sources and broadcast
them live over the web.
●Empower data scientists to rapidly
prototype business facing AI applications
●Easily integrates with AutoML from the
H2O AI Cloud and Enterprise h2oGPTe
H2O.ai Confidential
You Can Use H2O Wave For…
●Dashboards and visualizations for live monitoring.
●Live information displays: news, tickers, health, or performance data.
●Apps that require instant notifications, updates, events, or alerts.
●Apps that involve messaging: chatbots, etc.
●Collaborative apps: whiteboards, sharing, etc.
You can also use H2O Wave when you find yourself reaching for a web
application framework - it can handle regular (non-realtime) apps just fine.
H2O.ai Confidential
Three Components of H2O Wave
Written in Python
h2o_wave package
Sends data to the content
server
Determines how to handle
user events
Application Code
10MB static, binary
executable
Runs anywhere
Store site content
Transmits content changes
to browsers
Transmits browser events
back to apps
Content Server
Hosts the user interface
built by the h2o_wave
package
Renders content to users
Sends user events to
content server
Browser-Based Client
Tour of the Wave Website
Setting Up The
Development Environment
H2O.ai Confidential
IDE for App development
Everything is a .py file
●The only requirement is a text editor and a place to run python
We recommend using an IDE for App development
●PyCharm CE
●VSCode
You can use Wave snippets with PyCharm or VSCode
Writing Your First Wave App
How To Deploy Your Wave App
Practical Applications Showcase
Conclusions
H2O.ai Confidential
Conclusion
●You now know how to:
○Use the Wave Documentation
○Set Up Your Development Environment
○Write & Deploy Your Wave App
○Integrate h2oGPTe with Wave
●We encourage you to explore & contribute to our GenAI
App Store by visiting genai.h2o.ai