Topics Covered
Day 1. Introduction to Neural Networks
- Fundamentals of Neural Networks : Types of Neural Networks:
- Feedforward Neural Networks (FNN)
- Convolutional Neural Networks (CNN)
- Recurrent Neural Networks (RNN)
- Generative Adversarial Networks (GANs)
- Autoencoders
Day 2. Training Neural Networks
- The concept of supervised, unsupervised & reinforcement learning
- Training dataset vs. test dataset
- Overfitting & underfitting
- Cross-validation
- Hyperparameters: Learning rate, batch size, epochs
- Regularization techniques: Dropout, L2 regularization
- Convolutional Neural Networks (CNNs)
Day 3
- Image recognition and classification
- Healthcare applications (e.g., disease detection)
Registration Fee
Indian Participants: ₹ 399
Foreign Participants: $ 08
Note: ✅Participants will receive the meeting details 24 hours before the event
✅ Participants will receive electronic certificates and video recording links after completion of the workshop.