Deep Learning Algorithms Implementation In Cloud Technology - Online Mode

1st JULY – 10th JULY 2021

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
• RNN Architecture and LSTM, Google Colab
• Natural Language Processing(NLP) Applications :
Machine Translation using TensorFlow/ PyTorch
• Current Research – Latest Architectures, Applications

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/LJx25uGPBhLXL87c9

Address for Communication

Dr. N Lakshmipathi Anantha
Professor & HOD of CSE
Malla Reddy Engineering College (A)
Hyderabad - 500100, Telangana

For more enquiries please contact:
Dr. R. P. Ram Kumar, Professor & Dean CSE
Mobile No: 9842611828
Dr. Sk. Jakeer Hussain, Assoc. Professor CSE
Mobile No: 9912721786
Email: cseevents@mrec.ac.in, fdp.eict@gmail.com

Registration Link:
https://forms.gle/LJx25uGPBhLXL87c9