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

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.