Live 85: Decision Forests Part 1

We kicked-off Season 3 in Live 84.

In Live 85, I began looking at decision forests—specifically the tensorflow_decision_forests Python framework—to train a sample dataset.

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Chapters

• 00:00 Introduction
• 05:21 Today
• 08:01 Decision Forests
• 13:47 Google Lens
• 15:31 Decision Trees
• 28:09 Can We Run tensorflow_decision_forests and TensorFlow on M1 Apple Silicon Macs?
• 34:03 OBS Studio Screenshots with Stream Deck
• 35:53 OBS Studio Stats Panel
• 37:27 Short Answer: We Can't
• 38:11 Can't Install TensorFlow macOS Either
• 39:19 Creating an OBS Scene
• 40:16 Break
• 44:57 Break End
• 45:43 Training a Random Forest model
• 51:33 Dataset Preparation
• 01:06:00 Training
• 01:10:15 Evaluation
• 01:11:59 Plot the model
• 01:16:09 Model structure and feature importance
• 01:19:15 Break
• 01:20:45 Interlude
• 01:22:11 Outro
• 01:24:29 Behind the Scenes