Personal Notes

Course's link:
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

Requirements

I installed with tensorflow-gpu. Don't forget install requirements first.
NOTE: cudnn is not contained in the package of CUDA Toolkit.

Week1

Housing Prices (colab)
Housing Prices (github)
My Answer

Week2

Handwriting Recognition (colab)
Handwriting Recognition (github)
My Answer

Week3

Convolutions - mnist (colab)
Convolutions - mnist (github)
My Answer

Week4

Handling Complex Images - Happy or Sad (colab)
Handling Complex Images - Happy or Sad (github)
My Answer

Week5

Real World Scenarios - Cats v Dogs (colab)
Real World Scenarios - Cats v Dogs (github)
My Answer

Week6

Cats v Dogs with Augmentation (colab)
Cats v Dogs with Augmentation (github)
My Answer

Week7

Transfer Learning - Horse or Human (colab)
Transfer Learning - Horse or Human (github)
My Answer

Week8

Multiclass with Signs (colab)
Multiclass with Signs (github)
My Answer