Deep Learning and AI Applications - Online Mode

Who should attend

The programme is open to the faculty of engineering colleges, degree colleges, MCA colleges and other allied disciplines in India.

Course Content

• Introduction to Artificial Intelligence,
Machine Learning, Deep Learning and
Representation Learning
• Machine Learning Mathematics –
Linear Algebra, Optimization
• Machine Learning Basics –
Linear Regression, Perceptron’s,
Multilayer Perceptron’s, Stochastic Gradient
Descent, Backpropagation
• Deep Learning Regularization Techniques:
L1, L2, Noise Injection,
Data Augmentation, Dropout,
Ensemble, Parameter Sharing, etc.
• Basics of TensorFlow/Keras/PyTorch
• CNN Architecture
• Object detection RCN and FRCNN
• Image Segmentation UNet Model
• Computer Vision Applications:
Image Classification, Object Recognition
and detection using TensorFlow/ PyTorch
• RNN Architecture and LSTM
• Natural Language Processing(NLP) Applications :
Machine Translation using TensorFlow/PyTorch
• Current Research – Latest Architectures, Transformer, etc.

Registration Fee

Faculty and Research Scholars	Rs. 750/-
Industry Participants	Rs. 2250/-

The Participants need to pay the Registration Fee Online using the following details:
On-line Mode:
Account Name: Electronics & ICT Academy NITW
Account No: 62423775910
IFSC Code: SBIN0020149

How to Apply

Participants are required to fill the online registration form by clicking on the following link:

Registration Link:
https://forms.gle/D2LdsDnfAarmjFg88