R Programming Language Training course
Details
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
- DB2 DBA
- Dot Net
- DAC
- 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
- PHP
- 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
- TIBCO BW, BE, TIBCO I Process
- Tivoli Access Manager
- Unix Administration
- VN Ware
- WCF, WPF, LINQ, AJAX, SILVER LIGHT
- Webmethods
- Webservices , SOAP ( JAVA)
Drop a mail [email protected] we will get in touch with u
http://www.futurepointtech.com/r-programming-language-training.html
Outline
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
Drop a mail [email protected] we will get in touch with u
http://www.futurepointtech.com/r-programming-language-training.html
Speaker/s
http://www.futurepointtech.com/r-programming-language-training.html
Schedules
No. of Days: | 30 |
Total Hours: | 30 |
Future Point Technologies is a Thirteen Years old leading Software Training center based in Hyderabad. The Future Point Technologies is an Institute dedicated to teaching Core Computer Technologies to students and professionals.
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We offer Online Training , so you get trained from where you are from our experienced trainers, In the weekdays as well as weekends by the Real Time Professionals .
The program is designed to provide rich learning experience for students using Internet .
Courses Offerings
- Amazon Web Services
- Android
- AIX Administration
- Business Analyst
- BIRT Reporting
- CA Siteminder
- CCNA, CCNP Security, CCIE , CheckPoint
- Citrix XenApp
- Cognos 10 BI & Tm1
- Crystal Reports
- Data Stage
- DB2 DBA
- Dell Bhoomi
- Dev Ops
- Dot Net
- Google Web Tool Kit
- Golden Gate
- Hadoop
- Hyperion Essabase, Planning, HFR , HFM , DRM
- IBM Websphere Commerce server Admin
- IBM Lotus Notes (Development)
- IBM Lotus Notes Domino Server Administration
- IBM Message Broker
- IBM MQ Series Administration ...