Deep Learning Initiative(CS021)

We are inviting all the interested students of Sasurie College of Engineering for this fantastic Deep Learning Initiative supported by NVIDIA & AWS

About Instructor

Srikanth Janarthanan is a passionate Teacher having 13 years of teaching experiance by touching different verticles, he guided many Undergrad and Postgrad projects. At present he's working as a Chief Strategist & Associate Professor @ Sasurie College of Engineering, Vijayamangalam, Tamilnadu, India. Linkedin Profile

DLI Teaching Kit(CS021)

Module 1:

Introduction to Machine Learning

Module 2:

Introduction to Deep Learning

Module 3:

Convolutional Neural Networks

Module 4:

Energy-based Learning

Module 5:

Optimization Techniques

Module 6:

Learning with Memory

Module 7:

Future Challenges

Sasurie InfoTech

We are the Students of Sasurie College of Engineering and belongs to the Department of Computer Science & Engineering, we are running a small incubation centre supported by our college management. Our team consists of the students who are pursuing undergrad courses and led by an aspirant alumni crew. We are taking care of web/mobile - both native and cross platform hybird application requirements for our management.

NVIDIA

Nvidia Corporation is an American technology company incorporated in Delaware and based in Santa Clara, California. It designs graphics processing units for the gaming and professional markets, as well as system on a chip units for the mobile computing and automotive market.

Modules with Lab

Module 2

Lab 2A

More Backpropagation , STL10: Semi-supervised Image Recognition (Torch)
  • Visualizing filters and augmentations
  • t-SNE

Lab 2B

Backpropagation
  • Nonlinear activation functions
  • Softmax
  • Optimization Techniques

Module 4

Lab 3

  • Generative Adversarial Networks
  • GAN Workhouse (PyTorch)

Module 6

Lab 4A

  • nngraph (Torch)
  • Language Modeling (Torch)

Lab 4B

  • Batch Normalization
  • Convolution
  • Variants of Pooling
  • t-SNE
  • Sentence Classification
  • Language Modeling (PyTorch)

Register Here!