The programme is open to the faculty of engineering colleges, degree colleges, MCA colleges and other allied disciplines in India.
• 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
Faculty and Research Scholars | Rs. 750/- |
Industry Participants | Rs. 2250/- |
Participants are required to fill the online registration form by clicking on the following link:
Registration Link:
https://forms.gle/LJx25uGPBhLXL87c9
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