Machine learning with R, the tidyverse, and mlr

By:

Rhys, Hefin I

Material type: Text

TextPublication details: New York: Manning Publications, c2020.Edition: 1st. edDescription: xxii, 511pISBN:

9781617296574

Subject(s):

DDC classification:

006.31 RHY

Summary: Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics and easy-to-grasp examples. In each engaging chapter, you ?ll put a new algorithm into action to solve a quirky predictive analysis problem, including Titanic survival odds, spam email filtering, and poisoned wine investigation.

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Item type	Current library	Call number	Status	Barcode
Book	International Management Institute New Delhi	006.31 RHY (Browse shelf(Opens below))	Available	22139

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Previous	006.31 CHA Introduction to deep learning	006.31 HUD Machine learning for business : using amazon sagemaker and jupyter	006.31 JUN Machine learning : the basics	006.31 RHY Machine learning with R, the tidyverse, and mlr	006.31 ROG A First course in machine learning/	006.31 SON Automated machine learning in action/	006.31 SON Automated machine learning in action	Next

Machine Learning with R, the tidyverse, and mlr gets you started in machine learning using R Studio and the awesome mlr machine learning package. This practical guide simplifies theory and avoids needlessly complicated statistics or math. All core ML techniques are clearly explained through graphics and easy-to-grasp examples. In each engaging chapter, you ?ll put a new algorithm into action to solve a quirky predictive analysis problem, including Titanic survival odds, spam email filtering, and poisoned wine investigation.

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