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What you'll learn
- ITEM 1 HERE
- ITEM 2 HERE
- ITEM 3 HERE
- ITEM 4 HERE
- ITEM 5 HERE
- ITEM 6 HERE
- ITEM 7 HERE
- ITEM 8 HERE
Course Playlist on YouTube
Are you ready to take your data science workflows to new heights? Get ready for an exciting learning experience with our highly anticipated Driverless AI Starter Course: https://youtu.be/yU6EDD955bA If you prefer not to study all at once, we have developed a specialized playlist where we will regularly release videos (around 3 times per week until September 2023) covering the material step by step and chapter by chapter. This approach allows you to have more flexibility with your time: https://youtube.com/playlist?list=PLNtMya54qvOFdFcLyCSUf7TRGE5gmor_h Subscribe now so that you don't miss out later ;)! PS: For any certification related inquiries, please send us an e-mail at the following address: certification@h2o.ai
Master H2O Driverless AI in One Click
Meet H2O Driverless AI
1. Class Intro / DAI Starter Course
2. What is Driverless AI? / DAI Starter Course
3. Problem types / DAI Starter Course
4. Connect to the Driverless AI instance / DAI Starter Course
Using H2O.ai Aquarium Labs | Latest Update
5. Intro to Driverless AI / DAI Starter Course
6. Adding a dataset to Driverless AI / DAI Starter Course
7. Dataset Overview and Action Buttons / DAI Starter Course
8. Dataset Details / DAI Starter Course
9. Modify by Recipe Overview / DAI Starter Course
Assignment 1 - Modify recipe using live code / DAI Starter Course
10. Visualize Action Button / DAI Starter Course
Assignment 2 - Create a new visualization / DAI Starter Course
11. Correlation Graph / DAI Starter Course
Assignment 3 - Take a moment to explore the graphs / DAI Starter Course
12. Data Prep Action Button / DAI Starter Course
13. Predict Action Button / DAI Starter Course
Assignment 4 - Take the interactive tour / DAI Starter Course
14. Training Settings / DAI Starter Course
15. Expert Settings high level overview / DAI Starter Course
16. Custom Recipes / DAI Starter Course
Assignment 5 - Create a new experiment with customized knobs and avgmcc / DAI Starter Course
17. The Driverless AI Experiment Page / DAI Starter Course
18. Variable importance / DAI Starter Course
19. Completed Experiment Listing Page / DAI Starter Course
20. Focus on the ROC curve / DAI Starter Course
21. Interpretability Report / DAI Starter Course
22. Shapley Values for Original Features / DAI Starter Course
Assignment 6 - Explore the Shapley Values output / DAI Starter Course
23. Partial Dependence Plot / DAI Starter Course
24. Interpretations using Surrogate Models / DAI Starter Course
Assignment 7 - Rerun the Baseline experiment / DAI Starter Course
25. Diagnostics and Visualize Scoring Pipeline / DAI Starter Course
26. Download AutoDoc / DAI Starter Course
Assignment 8 - Explore the Autodoc / DAI Starter Course
27. Projects Tab / DAI Starter Course