**R Programming Training Institute In Bangalore:**

**R-Programming Course Content:**

** 1 – How R Works **

- Data mining Using Statistical packages
- A Few concepts Before Starting

** 2–R-Packages /Sorting **

- R-Calculator
- Assigning Values To Variables
- Vector Creation
- Generating Repeats
- What is rep Function
- Generating Factor Levels
- Sorting Process
**Transpose Function**- Stack Function Used

** 3 – Functions & Reading Data from External Files **

- Merge Function
- Strsplit Function
- Matrices
- Matrix Manipulation
- Row Sums

**4– Generating Plots and Pie Charts**

- Line Plots
- Bar Plots
- Bar Plots For Population
- Histogram
- Pie Chart Components

** 5 – Analysis of Variancy (ANOVA) **

- One Way Analysis of Variance
- Two Way Analysis of Variance

** 6 – What is Cluster Analysis**

- K-Means Clustering
- Cluster Algorithm Working

** 7 – Association Rule Mining Affinity Analysis **

- Association Rule Mining Affinity Analysis

** 8 – Two Variable RelationShips **

- Linear Regression
- Dependent And Independent Variables
- Scatter Plots

** 9 – Database connectivity & Logistic Regression **

- Logistic Regression
- Examples of Logistic Regression
- Logistic Regression in R
- Predication

** 10 – ROC Curve in R **

- Confusion Matrix
- ROC Curve in R
- Sensitivity & Specificity
- Data Base Connectivity RODBC
- Reading Data to ODBC Tables
- Function (Mean)
- Examples Of Function

**11 – Integrating R with Hadoop**

- Methods to integrate two popular open source softwares for Big Data analytics: R and Hadoop
- -Integrating R with Hadoop using RHadoop and RMR package
- Exploring RHIPE (R Hadoop Integrated Programming Environment)
- Writing MapReduce Jobs in R and executing them on Hadoop

**Case Study-Project Work **

- Predict Annual Restaurant Sales Based on Objective Measurement
- Data Overview
- Data Fields
- Evaluation using RMSE
- Feature Engineering / Selection

### About R-Programming Training Institute:

**Ascent R Programming Training Institute** Providing high quality training at affordable fees is our core value. We offers classroom on niche technologies which are in high demand. All our trainers are IT professionals with rich experience. We work with our students in developing the right skills they need to build their career in present competitive environment. We have flexible batch times to suit the timings of graduating students and working professionals.

**Ascent Software Training Institute In Bangalore **Excellent Trainers and Fabulous Lab this is what you can expect from us.

Free training materials, Free Career consulting, Career guidance by experienced IT professionals, Pleasant and modern training rooms

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