Comprehensive Data Science and Analytics with R Training | Agilitics

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Comprehensive Data Science and Analytics with R Training

$650.00 $578.00

COURSE OBJECTIVES: Become an expert in the various data analytics techniques using R. Master the data exploration, data visualization, predictive analytics, and descriptive analytics techniques. The course is best
suited for beginners as well as experienced professionals who want to use R for data analytics.

Description

COURSE CONTENT

  • Machine Learning 101: Principles and Concepts
  • R-Programming 101: Regression Modeling (Simple Linear Regression, Multivariate Regression)
  • Regression Modeling Case Study (Hands-On in R/Azure Machine Learning)
  • Classification Models (Logistic Regression)
  • Classification Models Case Study (Hands-On in R/Azure Machine Learning)
  • Decision Trees Concepts Decision Trees Case Study (Hands-On in R/Azure Machine Learning)
  • Unsupervised Learning
  • Clustering Unsupervised Learning
  • Clustering Case Study (Hands-On in R/Azure Machine Learning) Unsupervised Learning
  • PCA Fundamentals of Deep Learning
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