Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

Online Course

Udemy

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What is the course about?
Prerequisites & Facts
Cost, Certificate & Degree
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What is the course about?

Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

The course Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN) 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.

RF, Adabost.M1, DecisionTree, Logistic Regression , Naive Bayes, Neural Network, CNN, K-mean , Linear regress

Course description

Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

At the end this course, A student will be able to do the following: For continuous data , you will be able to Train a linear regression model , select the best linear model for a given data and predict. For categorical data (Binary classification task ), you will be able to train models such as logistic regression (LR), Decision Tree (DT), Neural Network (NN), Convolutional Neural Network (CNN or ConVnet) , AdaBoost.M1, Random Forest (RF) and Naïve Bayes (NB) . You will be able to combine models to better your prediction. For clustering task, out of this class, a student will be able to implement the K-mean clustering which is the widely used clustering algorithm .

No Prior programing knowledge is required. However a minimum knowledge of any programming and basic statistics is a plus

3 hours on-demand video
Full lifetime access
Access on mobile and TV
Certificate of Completion
Modeste Atsague

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Prerequisites & Facts

Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

Course Topic

Data Science, Development, Machine Learning

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

Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

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.

Udemy

Machine learning with R (RF, Adabost.M1, DT, NB, LR, NN)

provided by Udemy

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