Artificial Intelligence & Data Science
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3 Days Live Virtual Training on Data Science with R Certification

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Course Features

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Duration

15 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Beginner

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Teaching Type

Instructor Paced

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Video Content

15 hours

Course Description

The Data Science with R Certification course enables you to take your data science skills into a variety of companies, helping them analyze data and make more informed business decisions. The course covers data exploration, data visualization, predictive analytics, and descriptive analytics techniques with the R language. You will learn about various data structures in R, various statistical concepts, cluster analysis, Regression and classification. In this curriculum we will have in-depth mathematical understanding of the algorithms from the basics. 

Course Overview

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Live Class

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Human Interaction

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Personlized Teaching

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International Faculty

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

There are no prerequisites

What You Will Learn

Install R, Rstudio, and learn about the various R packages

Gain an in-depth understanding of data structure used in R and learn to import/export data in R

Define, understand and use the various functions in R

Learn to do data visualization using ggplot2 packages

Gain a basic understanding of various statistical concepts

Understand and use the hypothesis testing method to drive business decisions

Understand and use linear and non-linear regression models, and classification techniques for data analysis

Learn and use the various association rules with the Apriori algorithm

Learn and use clustering methods including k-means, DBSCAN, and hierarchical clustering

Target Students

This course is meant for all those students and professionals who are interested in using the R’s powerful ecosystem

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