| 1. Introduction to Gradient Boosting Decision Trees.mp4 | 18.7 MB | ||
| 1. Introduction to Gradient Boosting Decision Trees.srt | 5.5 KB | ||
| 1. Introduction to decision trees.mp4 | 105.4 MB | ||
| 1. Introduction to decision trees.srt | 24.3 KB | ||
| 1. Introduction to extremely randomized trees.mp4 | 12.5 MB | ||
| 1. Introduction to extremely randomized trees.srt | 2.9 KB | ||
| 1. Introduction to random forest.mp4 | 12.6 MB | ||
| 1. Introduction to random forest.srt | 3.4 KB | ||
| 1. Introduction.html | 307.2 B | ||
| 2. Decision trees in Python.mp4 | 78.9 MB | ||
| 2. Decision trees in Python.srt | 11.8 KB | ||
| 2. Extremely randomized trees in Python.mp4 | 57.5 MB | ||
| 2. Extremely randomized trees in Python.srt | 10.4 KB | ||
| 2. Gradient Boosting Decision Trees in Python.mp4 | 47.6 MB | ||
| 2. Gradient Boosting Decision Trees in Python.srt | 10.1 KB | ||
| 2. Random forest in Python.mp4 | 72.3 MB | ||
| 2. Random forest in Python.srt | 13.6 KB | ||
| 2.1 Decision trees.ipynb | 11.8 KB | ||
| 2.1 Extremely randomized trees.ipynb | 12 KB | ||
| 2.1 Gradient Boosting.ipynb | 12.3 KB | ||
| 2.1 Random Forest.ipynb | 11.5 KB | ||
| 3. XGBoost in Python.mp4 | 58.9 MB | ||
| 3. XGBoost in Python.srt | 11.5 KB | ||
| 3.1 XGBoost.ipynb | 12.3 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 26 total files | |||
Decision tree models in Python
https://DevCourseWeb.com
Published 05/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 10 lectures (1h 24m) | Size: 464.6 MB
A course about decision trees, random forest, gradient boosting decision trees, XGBoost and extra trees in Python
What you'll learn
Decision trees and how they work for regression and classification
Random forest
Extremely randomized trees
Gradient Boosting Decision Trees
XGBoost
Requirements
Python programming language
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