Covers: theory of BackPropagation Through Time

- How to calculate gradient using BPTT?

Read the section 10.2.2

Deep Learning book

Hardik Sahi**Total time needed: **~2 hours

- Learning Objectives
- Mathematical foundations behind Deep Learning
- Potential Use Cases
- Backpropagation in RNN where there is Hidden-Hidden recurrence
- Target Audience
- INTERMEDIATEPeople interested in knowing how to use deep learning for modeling sequences.

Go through the following **annotated items** *in order*:

ARTICLE 1. Back Propagation Through Time

- What is BPTT?

20 minutes

BOOK_CHAPTER 2. Gradient Computation using BPTT

- How to calculate gradient using BPTT?

30 minutes

BOOK_CHAPTER 3. Meaning of Hidden-Hidden recurrence

- What does mean to have Hidden-Hidden recurrence relation?

30 minutes

Previewing stream ** Math and Foundations**

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