(Day 26) Deep Learning Specialization course by Andrew Ng

Ivan Ivanov · January 27, 2024

Hello :) Today is Day 26!

A quick summary of today:

  • started DeepLearning.AI’s specialization course and covered NNs and DL

The specialization covers 5 courses

image

I decided to learn a bit more about deep learning.

To summarize the contents, it was about making neural networks which includes forward pass, back pass, and activation function calculation.

  • Learned about sigmoid (+wrote the code) image

  • sigmoid derivative image

  • how forward and back prop work image image image image

This was a bit difficult, but it’s very fun. The final programming assignment of the 1st course is to create a neural network model according to the picture above from start to finish! So I will refer to those pics tomorrow when I attempt it.

Fundamental knowledge is key!


That is all for today!

See you tomorrow :)

Original post in Korean