R – Programming (Basics)

Audience

Course Outline

Pre-requisites:

 Understanding of Data Type, scales of measurement
 Measures of Summary : Mean, mode median, standard deviation, variance, covariance, skewness and kurtosis and its significance
 Describing Data : bar, pie, box and whiskers plot, scatter plot
 Probability
 Discrete Probability Distribution : Binomial distribution
 Continuous Probability Distribution : Normal distribution
 Binomial to Normal
 Normal probability plot
 Various Sampling methods
 Sampling Distribution
 Estimation
 Test of hypothesis
 Correlation and Regression

Course Outline:

1. Statistics refresher :
 Introduction to Statistics and Analytics
 Topics mentioned in the pre-requisite

2. Getting started with R:
 Introduction to ‘R’ Programming Interfaces : R console and R studio
 Understanding data types, and data structures

3. Working with R :
 Importing and exporting data
 Data manipulation techniques using dplyr, data.table, lubridate, creating user defined functions, conditional processing, sorting
 SQL in R

4. Exploring , preparing and Visualizing data :
 Data Exploration : outliner detection, understanding distribution of the data , exploring numeric as well as categorical data, checking for duplicates/uniqueness
 Data preparation : combining, apply functions, imputation, transformation, creating new variables, recoding
 Data Visualization : using base and ggplot2 package

  • 10% Early Bird Discount if enrolled on or before 25 Oct 2018.
  • 15% Discount on group registration of 4 or more participants
  • 20% Discount on corporate group registration of 8 or more participants

Payment can be made using Debit card/Credit Card/NEFT/Cheque.

Note:

*Participants need to carry there own laptop.

* Pragati Software reserves the rights to postpone any program due to insufficient nomination.

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Fees : Rs. 15000 + 18% GST

Date : 17-18 Nov’18

Duration : 2 Days

Location : Mumbai

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