Data Science - Summer Course 2021 @ Online Mode

Participants Information

Participants:	62
Speakers:	07
Female participants:	38
Male participants:	24
Participants from SC/ST category:	03
Research Scholars:	04

Lab Sessions

• Real Time Applications
• Medical Data Applications

Topics Covered

• Introduction to Data Science
• Analyzing Social Network Graphs
• Introduction to R Language & Statistical Analysis using R
• Statistical Analysis using R
• Introduction to Machine Learning
• Feature selection and Extraction
• Unsupervised Learning Methods
• Introduction to Python
• Neural Networks and Back propagation
• Supervised Learning Methods
• Dimensionality Reduction Methods (PCA)
• Metaheuristics algorithms and Applications
• Support Vector Machines
• Supervised Learning Methods on Real Time Applications
• Recommendation Systems

List of Speakers

Prof. C. S. Sastry, Professor, IITHyderabad

Dr. T. Ramakrishnudu, Assistant Professor, NIT Warangal

Prof. P. Radha Krishna, Professor, NIT Warangal

Dr. Sujith Das, Assistant Professor, NIT Warangal

Dr. M. Srinivas, Assistant Professor, NIT Warangal

Dr. Ramalingaswamy, Assistant Professor, NIT Warangal

Dr. Sushil Kumar, Assistant Professor, NIT Warangal

Feedback Summary

All sessions are excellent.

Overall very nice FDP, whatsapp group helped us a lot, all the session through WebEx were very nice.

Excellent resource persons.

All the experts were knowledgeable and they shared practical examples effectively, Thanks for organizing such fantastic FDP. it really boost our skills.

Practical oriented workshop. Nice and knowledgable.

Suggestions from Participants

The hands on sessions should go with slow pace so that participants can do it side by side or simultaneously with instructor.

Participants requested to arrange similar workshops in future also.