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

Highlights

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.