Data Analysis using Open Source Statistical Package “R” @ Velagapudi Ramakrishna Siddhartha Engineering College, Vijayawada


Participants Information

Participants:40
Speakers:06
Female participants:26
Male participants:14
Participants from SC/ST category:08

Topics Covered

  • Overview of Data Science
  • Data Analytics Life Cycle & Descriptive Statistics
  • R Fundamentals
  • Art and Science of Data Visualization
  • Data Wrangling and Exploration
  • Grammar of Graphics
  • Statistics and Raw Data
  • Sampling and Estimation using R
  • Hypothesis Testing Using R
  • Linear & Non - Linear Regression Models
  • Logistic and Discriminate Models
  • Generalized Linear Models
  • Structural Equation Modelling with R
  • Statistical Quality Control Using R
  • Classification and Clustering using R
  • Text Analytics Using R
  • Spatial Data Analysis using R

Highlights

List of Speakers


Prof. D.V.L.N Somayajulu, Chair, E & ICT Academy, NIT Warangal

Dr. R. B. V. Subramanyam, Associate Professor, NIT Warangal

Dr. Anand Lakshman, CEO, SIRPI, Bangalore

Dr. Nagesh Bhatt, Assistant Professor, IDRBT Hyderabad

Mr. R. Phani Bhusan, Scientist, Adrin, Hyderabad

Dr. V. Ravindranath, Professor, JNTU Kakinada


Feedback Summary

  • Participants got an oppurtunity of exposure to open source statistical package "R" for their research and data analysis work.

  • FDP was intellectually enriching and qualitatively engrossing.

  • FDP was interactive and integrated, actively engaging the participants while learning.

    • Suggestions from Participants

  • Lab Sessions on machine learning algorithms using R should be included.