Return to page
h2o_logo h2o_logo
Request Live Demo
On-demand Demos
X

BLOG

Data Science with H2O.ai: An Introduction to Machine Learning and Predictive Modeling

headshot

By H2O.ai Team | minute read | March 16, 2022

Category: Data Science , H2O AI Cloud , H2O-3 , Machine Learning
Blog decorative banner image

Our own Jonathan Farland  recently recorded a talk about machine learning and predictive modeling. In his talk, Jon also gave an overview of open source H2O  and H2O AI Cloud . This video is a great resource for getting up to speed with the latest technology from H2O in half an hour.

 

Some of you may prefer to go through the slides while listening to the talk. You can find the slides and some screenshots of the software demo below with timestamps. (Note : If the timestamp link doesn’t work, right-click and open it in a new tab.)

Individual Slides

What is Machine Learning? [1:10]
Data-Science-with-H2O.ai_04.png Data-Science-with-H2O.ai_04.png
Data Science Project Lifecycle [2:49]
Data-Science-with-H2O.ai_05.png Data-Science-with-H2O.ai_05.png
Common Machine Learning Problems [5:26]
Data-Science-with-H2O.ai_06.png Data-Science-with-H2O.ai_06.png
Supervised Learning – Regression [6:55]
Data-Science-with-H2O.ai_07.png Data-Science-with-H2O.ai_07.png
Supervised Learning – Classification [8:55]
Data-Science-with-H2O.ai_08.png Data-Science-with-H2O.ai_08.png
Unsupervised Learning [10:09]
Data-Science-with-H2O.ai_09.png Data-Science-with-H2O.ai_09.png
H2O-3 Machine Learning Platform [11:16]
Data-Science-with-H2O.ai_12.png Data-Science-with-H2O.ai_12.png
H2O Open Source Tools [12:10]
Data-Science-with-H2O.ai_13.png Data-Science-with-H2O.ai_13.png
H2O AI Cloud [13:28]
Data-Science-with-H2O.ai_17.png Data-Science-with-H2O.ai_17.png
Data-Science-with-H2O.ai_18.png Data-Science-with-H2O.ai_18.png
H2O AI Cloud Demo [16:55]
Data-Science-with-H2O.ai_19.png Data-Science-with-H2O.ai_19.png
App Store [17:05]
app_store.png app_store.png
Driverless AI – AutoViz [22:57]
autovis_01.png autovis_01.png
Driverless AI – Custom Visualization [25:03]
custom_plot.png custom_plot.png
Driverless AI – Experiment [25:38]
dai_experiment.png dai_experiment.png
Driverless AI – Pipeline Visualization [32:10]
pipeline_vis.png pipeline_vis.png
Automatic Documentation [33:19]
autodoc.png autodoc.png

 Learning Resources

How to Get Started

You can get hands-on experience with all these tools right now on H2O AI Cloud. Just sign up for a free demo today.

Explore similar content by topic

Data Science H2O AI Cloud H2O-3 Machine Learning
headshot

H2O.ai Team

At H2O.ai, democratizing AI isn’t just an idea. It’s a movement. And that means that it requires action. We started out as a group of like minded individuals in the open source community, collectively driven by the idea that there should be freedom around the creation and use of AI.

Today we have evolved into a global company built by people from a variety of different backgrounds and skill sets, all driven to be part of something greater than ourselves. Our partnerships now extend beyond the open-source community to include business customers, academia, and non-profit organizations.