5 Days Faculty Development Programme
On
“Statistical and Data Analytics with R” (FDP-SDAR2020)
Subject Expert- Dr. Praveen Parmar
(Master Trainer & Subject Expert)
Key Learning Objectives-
- Understand the fundamentals of statistics
- Work with different types of data with R
- Calculate the measures of central tendency, asymmetry, and variability with R
- Calculate correlation and covariance with R
- Distinguish and work with different types of distribution with R
- Estimate confidence intervals with R
- Perform hypothesis testing with R
- Make data-driven decisions
- Understand the mechanics of regression analysis
- Carry out regression analysis with R
Course Curriculum:
Lesson 1 – Essentials of Statistics:
- Data and its Classifications
- Measures of Central Tendency
- Measures of Dispersion
Lesson 2 – Introduction of R and R Core
- R Basic Syntax
- R Data Types
- R Variables
- R Operators
Lesson 3: – Univariate Analysis (Descriptive Analysis) with R
- Measures of mean, median and mode
- Measures of quartiles, standard deviation, mean absolute deviation, variance, kurtosis, skewness, standard error etc.
- Finding and treatment of Missing Values and Outliers
- Shape of Data
Lesson 4: – Hypothesis Testing (Inferential Analysis) with R
- Parametric Test
- Non-parametric Test
- Correlation and Regression Analysis
Lesson 5: Statistical and Data Analytics
- Correlation Analysis
- Regression Analysis
- Hypothesis Testing
Organized by-: Research Foundation of India, JHERF
Association With: Symbiosis University of Applied Sciences – Indore
Sponsored by: World Federation of Science and Technology (WFST), International Research Guide Federation (IRGF), ERF & EduAcademic
For Registration Click (Closed)
For More Information contact-
(M) +91-6232075642, 9179268381, 8770234905, 9981293123, 9425010901, 9009443884, 8839339179
Mail- info@researchfoundationofindia.com
URL- www.researchfoundationofindia.com
