Resources: Deep Learning Topics (misc.)

Topics to Look For¶

• Hyperparameter tuning
• Batch normalization
• Softmax
• Deep learning frameworks

Resources¶

• DeepLearning.ai: Improving Deep Neural Networks, Week 3, all videos except the one on TensorFlow (10 videos)

Supplemental¶

• Chapter 3, Softmax from Neural Networks and Deep Learning covers Softmax in a bit more detail, and if nothing else, its interactive exploration of Softmax can help you gain a more intuitive sense of it.