Introduction to Deep Learning Certificate for Margaret Elizabeth Webb
Certificate ID:
687523
Authentication Code:
d5cfc
Certified Person Name:
Margaret Elizabeth Webb
Trainer Name:
Abhi Ojha
Duration Days:
3
Duration Hours:
21
Course Name:
Introduction to Deep Learning
Course Date:
7 September 2022 09:30 to 9 September 2022 17:30
Course Outline:
- Backprop, modular models
- Logsum module
- RBF Net
- MAP/MLE loss
- Parameter Space Transforms
- Convolutional Module
- Gradient-Based Learning
- Energy for inference
- Objective for learning
- PCA, NLL
- Latent Variable Models
- Probabilistic LVM
- Loss Function
- Handwriting recognition