=======Contents in this video=========
00:00 - Recap of gears of neural network: Loss function, optimizers
13:50 - Binary classification, multi-class classification and regression
17:25 - Keras and its backend frameworks
18:00 - Sequential Vs. Functional API in tensorflow
22:00 - Binary classification of IMDB movie reviews in tensorflow
30:00 - Loading the data
38:50 - Vectorization of movie reviews
49:40 - One-hot encoding of the data
00:53:50 - Sigmoid function
00:58:00 - Training /test/ validation split of the data
1:06:00 - Code for binary classifiction of IMDB movie reviews in tensorflow
1:12:00 - Analyzing training and validation accuracy/ loss
1:20:00 - Multiclass classification of reuters dataset
Ещё видео!