深度碎片
### The popularity of fastai library and replacing Keras 48:41-52:53 [The popularity of fastai library](https://ytcropper.com/cropped/Xf5c6bd2d63922a) * Why we say fastai library becomes very popular and important * major cloud support...
### How to get the most out of this course? 46:47-48:41 [How to get the most out of this course](https://ytcropper.com/cropped/Xf5c6bc399e7bec) What is the most occurred mistake or regret? - spend...
### How to find out how good is your model? 44:28 - 46:42 [How to find out how good is your model](https://ytcropper.com/cropped/Xf5c6bc1b961bff) * How to find out the state of...
### How to train the model with the best technique? 41:40-44:33 [How to train the model with the best technique](https://ytcropper.com/cropped/Xf5c6bbd08abf90) we can use function `fit `, but always better to...
### what is overfitting? why wouldn’t the model cheating? 40:03-41:40 [what is overfitting? why wouldn’t the model cheating?](https://ytcropper.com/cropped/Xf5c6ba4a250ea5) How do we know the model is not cheating? - not learn...
### Why use a pretrained model (framework and parameters) for your CNN? in other words, What is transfer learning? 37:25-40:03 [Why use a pretrained model (framework and parameters) for your...
### How to build a CNN learner/model? 35:06-37:25 [How to build a CNN learner/model](https://ytcropper.com/cropped/Xf5c6b97c57956a) what is a Learner? - things can learn to fit the data/model what is ConvLearner? -...
### How to check the real images and labels 33:34-35:06 [How to check the real images and labels](https://ytcropper.com/cropped/Xf5c6b828d56e70) * to be a really good practitioner is to look at your...
### Why 224 not 256 as power of 2 to be image size 33:01- 33:34 [Why 224 not 256 as power of 2](https://ytcropper.com/cropped/Xf5c6b788c9f8ec) - because final layer of model is...
### What does it mean to normalize images 31:50-33:01 [What does it mean to normalize images](https://ytcropper.com/cropped/Xf5c6b756e114e3) * all pixel start 0 to 255 * but some channels are very bright...