Deep Learning @ Kallam Haranadhareddy Institute of Technology, Guntur

Participants Information

Participants:	50
Speakers:	05
Female participants:	07
Male participants:	43
Participants from SC/ST category:	08

Lab Sessions

• CUDA/OpenACC

Topics Covered

• Overview of Machine Learning
• Introduction to Deep Learning
• Convolution Neural Networks
• Demos on Deep Learning
• CPU Accelerated Computing
• Overview of GPU Computing
• Introduction to CUDA/OpenACC
• Overview of NVIDIA Libraries and DL Application Framework
• Demos using Caffe,Theano and Torch
• Overview of NVIDIA DIGITS
• Image Classification with DNN
• Image Segmentation with DIGITS
• ImageNet Case Study
• Implementation of Machine Learning Algorithms Using TensorFlow
• Regularization methods

List of Speakers

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

Dr. Ch. Sudhakar, Associate Professor, NIT Warangal

Dr. S. Nagesh Bhattu, Assistant Professor, NIT AP

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

Prof. Chakravarthy Bhagvat, Professor, Central University, Hyderabad

Feedback Summary

The FDP was conducted effectively by having eminent resource persons.

Sessions on Deep Learning were excellent.

Planning and course preparation was good.

Suggestions from Participants

More Hands on sessions should be included.