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R Programming Language Training

Advertiser: Sriram Posted: Dec 24, 2018 9:58:36 AM Hits: 142

Ref: MUC171868
Course Content for R-Language

Course Objective

R Language is programmer for statistical analysis. Statistical Analysis plays major role in the Data Analysis. R is support to research and analysis purpose. It is free source software using this we can do machine learning concepts, statistical analysis and deployment to the researcher.

S.No Topic Detailed Syllabus
1 Introduction to R About R, working with tool and explanation
2 Basic Data Types Data types in R(Numeric, Integer, Complex, Logical, Character) and how to use this Data types in R
3 Objects Creating Objects(Vectors, Matrices, Factors, Arrays, Data frames),uses and creating objects
4 Functions and Loops Etc., Creating, accessing function in R
5 Data Preparation Data Coding, Data Cleaning, Identification Outlier, Handling Missing Values
6 Statistics Basics concepts in statistics
7 Regression & Types of Regression Linear Regression, Multiple Regression , Logistic Regression
8 Classification Methods Discriminant Analysis – Basics, Rotation Methods involved in DA.
9 Cluster Analysis Cluster Analysis Basics and real life Examples
10 Analysis of Variance Anova , Manova
11 Survival Analysis Types of Non parametric test in Survival and Cox proportional Hazard Rate Model
12 Time series Forecasting
13 Machine Learning Algorithms and Coding for Concepts in ML
14 Backup Classes Doubts clarification for all Session

Courses Offerings
• Android
• AIX Administration
• Business Analyst
• Citrix XenApp
• Cognos 10 BI & Tm1
• Data Stage
• Dot Net
• Google Web Tool Kit
• IBM Lotus Notes (Development)
• IBM Lotus Notes Domino Server Administration
• IBM Message Broker
• IBM MQ Series
• IBM Tivoli Access Manager
• IBM Web Sphere Application Server Administration (WAS)
• IBM WAS Portal server Development
• Informatica
• I Phone
• Java/J2EE
• J Query
• MicroSoft .NET Technologies (VB.NET, C#, ASP.NET)
• Microstrategy
• MicroSoft Business Intelligence
• MicroSoft Dynamics CRM
• OBIEE 11 g
• Oracle APPS – HRMS
• Oracle APPS – SCM
• Oracle APPS – Financial
• Oracle APPS – Technical
• Oracle BI Apps
• Oracle BI Publisher
• Oracle DBA 11g
• Oracle RAC
• Oracle Fusion SOA
• Oracle SQL , PL SQL
• Perl Scripting
• SAP SD , BO , FICO , BI / BW , APO
• Sales Force CRM
• SharePoint Server 2010
• Shell Scripting
• Siebel CRM , EAI, E-Scripting
• SQL Server DBA
• Springs and Hibernate
• Storage Area Network ( SAN)
• Testing Tools - QTP, QC, Load Runner, Selenium, ISTQB
• Tivoli Access Manager
• Unix Administration
• VN Ware
• Webmethods
• Webservices , SOAP ( JAVA)

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