Udemy - Decision tree models in Python

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size464.6 MB
  • Uploaded Byfreecoursewb
  • Downloads65
  • Last checkedJun. 04th '22
  • Date uploadedJun. 03rd '22
  • Seeders 14
  • Leechers2

Infohash : 180E3B7ABCAA84F5F5E95877EAD8C8613FF50094

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

Files:

[ DevCourseWeb.com ] Udemy - Decision tree models in Python
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.html (0.3 KB)
    2. Decision trees
    • 1. Introduction to decision trees.mp4 (105.4 MB)
    • 1. Introduction to decision trees.srt (24.3 KB)
    • 2. Decision trees in Python.mp4 (78.9 MB)
    • 2. Decision trees in Python.srt (11.8 KB)
    • 2.1 Decision trees.ipynb (11.8 KB)
    3. Random forest
    • 1. Introduction to random forest.mp4 (12.6 MB)
    • 1. Introduction to random forest.srt (3.4 KB)
    • 2. Random forest in Python.mp4 (72.3 MB)
    • 2. Random forest in Python.srt (13.6 KB)
    • 2.1 Random Forest.ipynb (11.5 KB)
    4. Extremely randomized trees
    • 1. Introduction to extremely randomized trees.mp4 (12.5 MB)
    • 1. Introduction to extremely randomized trees.srt (2.9 KB)
    • 2. Extremely randomized trees in Python.mp4 (57.5 MB)
    • 2. Extremely randomized trees in Python.srt (10.4 KB)
    • 2.1 Extremely randomized trees.ipynb (12.0 KB)
    5. Gradient Boosting Decision Trees and XGBoost
    • 1. Introduction to Gradient Boosting Decision Trees.mp4 (18.7 MB)
    • 1. Introduction to Gradient Boosting Decision Trees.srt (5.5 KB)
    • 2. Gradient Boosting Decision Trees in Python.mp4 (47.6 MB)
    • 2. Gradient Boosting Decision Trees in Python.srt (10.1 KB)
    • 2.1 Gradient Boosting.ipynb (12.3 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 (0.4 KB)

Code:

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