deep learning

Maja-Taka · Maja-Taka · commit 2eda212137aa · 2018-03-12T11:40:52.000+08:00
diff --git a/_posts/2016-10-18-Xcode-Debug-大全.md b/_posts/2016-10-18-Xcode-Debug-大全.md
@@ -8,8 +8,7 @@ header-img: img/post-bg-ios9-web.jpg
 catalog: true
 tags:
     - iOS
-    - 开发技巧
-    - Debug
+    - Tips
 ---
 
 
diff --git a/_posts/2018-03-12-Deep-Learning.md b/_posts/2018-03-12-Deep-Learning.md
@@ -0,0 +1,130 @@
+---
+layout:     post
+author:     Pitt
+catalog:    true
+title:      Deep Learning
+subtitle:   深度学习专项课程信息图
+date:       2018-03-12
+header-img: img/post-bg-30.jpg
+tags:
+    - 2018.03
+    - ABC
+    - AI
+---
+
+## Intro to Deep Learning
+
+#### Supervised Learning
+
+#### Network Architectures
+
+* Standard NN
+* Convolutional NN
+* Recurrent NN
+
+
+## Logistic Regression as a Neural Net
+
+#### Binary Classification
+
+
+
+
+## Shallow Neural Nets
+
+#### 2 Layers Neural Net
+
+
+
+## Deep Neural Nets
+
+
+
+## Setting Up your ML App
+
+#### Classic ML
+
+#### Deep Learning
+
+
+
+## Regularization preventing overfitting
+
+
+
+## Optimizing Training
+
+
+#### Normalizing Inputs
+
+#### Dealing with vanishing / exploding gradients
+
+#### Gradient Checking
+
+
+
+## Optimization Algorithms
+
+
+
+## Hyperparams Tuning
+
+
+
+## Structuring your ML Projects
+
+
+## Error analysis
+
+
+
+## Train vs Dev/Test Mismatch
+
+
+
+## Extended Learning
+
+
+## Convolution Fundamentals
+
+
+## Classic Conv. Nets
+
+
+
+## Special Networks
+
+
+## Practical Advice
+
+Use open source implementations
+
+
+## Detection Algorithms
+
+
+
+## Face Recognition
+
+
+
+## Neural Style Transfer
+
+
+
+## Recurrent Neural Networks
+
+
+
+## More on RNNs
+
+
+
+## NLP - Word Embeddings
+
+
+
+## Sequence to Sequence
+
+
+**End**
