# Homework 2

> National Tsing Hua University
> Fall 2022 11110IPT 5530
> Deep Learning in Biomedical Optical Imaging

###### tags: `homework` `NTHU`

:::info
- **Deadline:** ⚠️2022.10.04 00:00
- **Name:** Akshay Walkoli
- **Student ID:** 110066421
:::

[ToC]

## 1. Planar data classification with one hidden layer

### Exercise 1

### Exercise 2 - layer_sizes

### Exercise 3 - initialize_parameters

### Exercise 4 - forward_propagation

### Exercise 5 - compute_cost

### Exercise 6 - backward_propagation

### Exercise 7 - update_parameters

### Exercise 8 - nn_model

### Exercise 9 - predict

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## 2. Building your Deep Neural Network

### Exercise 1 - initialize_parameters

### Exercise 2 - initialize_parameters_deep

### Exercise 3 - linear_forward

### Exercise 4 - linear_activation_forward

### Exercise 5 - L_model_forward

### Exercise 6 - compute_cost

### Exercise 7 - Linear Backwards

### Exercise 8 - linear_activation_backwards

### Exercise 9 - L_model_backwards

### Exercise 10 - update parameters