Ensemble Machine Learning in Python: Random Forest, AdaBoost

Online Course

Udemy
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Ensemble Machine Learning in Python: Random Forest, AdaBoost
  1. What is the course about?
  2. Prerequisites & Facts
  3. Cost, Certificate & Degree
  4. Reviews & Experiences

What is the course about?

Ensemble Machine Learning in Python: Random Forest, AdaBoost
The course Ensemble Machine Learning in Python: Random Forest, AdaBoost is an online class provided by Udemy. It may be possible to receive a verified certification or use the course to prepare for a degree.

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python

Course description
  • Ensemble Machine Learning in Python: Random Forest, AdaBoost
  • Understand and derive the bias-variance decomposition
  • Understand the bootstrap method and its application to bagging
  • Understand why bagging improves classification and regression performance
  • Understand and implement Random Forest
  • Understand and implement AdaBoost
  • Calculus (derivatives)
  • Numpy, Matplotlib, Sci-Kit Learn
  • K-Nearest Neighbors, Decision Trees
  • Probability and Statistics (undergraduate level)
  • Linear Regression, Logistic Regresion
  • 5.5 hours on-demand video
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
  • Lazy Programmer Inc.
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Prerequisites & Facts

Ensemble Machine Learning in Python: Random Forest, AdaBoost

Course Topic

Personal Development, Personal Transformation

University, College, Institution

Udemy

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

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Degree & Cost

Ensemble Machine Learning in Python: Random Forest, AdaBoost

To obtain a verified certificate from Udemy you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
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Ensemble Machine Learning in Python: Random Forest, AdaBoost
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School: Udemy
Topic: Data Science, Development, Python

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