Learning H20.ai

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Janani Ravi

1:42:27

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01 - Introduction

01 - An overview of H2O.mp4

04:20

02 - 1. Introducing H2O.ai

01 - Prerequisites.mp4

00:36

02 - H2O.ai platform.mp4

01:52

03 - H2O.ai offerings and architecture.mp4

03:43

04 - Signing up for the H2O.ai free trial.mp4

03:29

05 - Exploring the H2O.ai cloud platform.mp4

02:28

03 - 2. Visualizations and Insights with H2O AutoInsights

01 - Summarizing data using H2O auto insights.mp4

03:34

02 - Customizing insights.mp4

04:14

03 - Automated insights with H2O auto insights.mp4

06:14

04 - Text analysis on customer reviews using auto insights.mp4

07:35

05 - Time series analysis using auto insights.mp4

07:42

06 - Summarizing tweet sentiment data.mp4

02:23

07 - Analyzing tweet sentiment data.mp4

05:25

04 - 3. Predictive Analytics with H1O Driverless AI

01 - Data transformation using Driverless AI.mp4

03:27

02 - Visualization using Driverless AI.mp4

03:55

03 - Data splitting and experiment configuration.mp4

05:56

04 - Train interpret and evaluate a regression model.mp4

04:58

05 - Training model with leakage removed.mp4

06:51

05 - 4. Predictive Analytics with the H2O Python API

01 - Install the H2O Python module.mp4

02:11

02 - Initializing the H2O cluster and loading data.mp4

03:17

03 - Missing value imputations and data type conversions.mp4

03:37

04 - Training a generalized linear estimator for binary classification.mp4

06:39

05 - Configuring parameters for a generalized linear estimator.mp4

03:10

06 - Training a random forest model with balanced classes.mp4

03:56

06 - Conclusion

01 - Summary and next steps.mp4

00:55

Description

The H2O.ai platform is like nothing you’ve ever seen. It offers a wide variety of solutions and services that make it easier to manage, deploy, govern, and monitor machine learning models in production. In this course, instructor Janani Ravi offers you an overview of how to get started using some of the most basic features of H20.ai.

Discover the essentials of the H20 AI Cloud platform, visualizations and insights with H20 Autoinsights, and predictive analytics with H20 Driverless AI and the H20 Python API. Find out why everyone’s talking about the power of H20.ai, which delivers the power of endless solutions on a single, safe, collaborative platform.

This course was created by Loonycorn. We are pleased to host this content in our library.

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Machine Learning

Janani Ravi

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Linkedin Learning

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LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.