Data Science And Big Data Analytics @ SRKR Engineering College, Bhimavaram


Participants Information

Participants: 50
Speakers:08
Female participants:14
Male participants:36
Participants from SC/ST category:05
Research Scholars:None
Industry participants:None

Lab Sessions

  • Application of MR Programming
  • R Programming

Topics Covered

  • Overview of Big Data and Applications
  • HDFS & Hadoop Internals
  • Map Reduce Programming
  • Basic features of R Programming
  • Data Visualization features in R
  • Exploratory Data Analysis using R
  • Case Study on Data Science & Overview of Classification Methods
  • Overview of Logistic Regression Model
  • Building, Interpretation and measurement of Logistic Regression Model in R
  • Decision trees & Random Forest Models
  • NoSQL Databases - MongoDB
  • In-Memory & Text Analytics
  • Big Data Eco System
  • Clustering on Big Data
  • Data Science Case study using R
  • CRISP Methodology
  • Segmentation, CHAID/KNN Models
  • Research Challenges in Data Analytics

Highlights

List of Speakers

Prof. D. V. L. N. Somayajulu, Professor, NIT Waranal


Mallikharjuna V, Wallmart Labs, Bangalore


Prof. V. Ravindranath, Professor, JNTU, Kakinada


Dr. V C V Rao, Associate Director and Head, CDAC, Bengaluru


N. B. Venkateswaraulu, GVPCoE, Visakhaptanam


Dr. Desik, Product Specialist, TCS, Hyderabad


K Sandeep Varma, SRKR Bhimavaram


Mr. R. Phanibhushan, Research Scientist, ADRIN, Hyderabad


Feedback Summary

  • Sessions on MongoDB, R Programming and Hadoop were good.

  • Coordination of the programme was excellent.

  • FDP was more beneficial for the participants to progress in their academic and research activities.

    • Suggestions from Participants

  • More lab sessions should be included.

  • Course materials for all the sessions should be provided.