- FNN
- MNIST dataset
- 경사하강법
- Backpropagation
- Hyperparameter
- Train/Val/Test
- Overfitting/Underfitting
http://neuralnetworksanddeeplearning.com/
Neural networks and deep learning
neuralnetworksanddeeplearning.com
TensorFlow
모두를 위한 엔드 투 엔드 오픈소스 머신러닝 플랫폼입니다. 도구, 라이브러리, 커뮤니티 리소스로 구성된 TensorFlow의 유연한 생태계를 만나 보세요.
www.tensorflow.org
https://colab.research.google.com/
Google Colaboratory
colab.research.google.com
Tensor는 scalar, vector, matrix를 포함한 모든 Dimension를 표현 가능하다.
Medium – Where good ideas find you.
Medium is an open platform where readers find dynamic thinking, and where expert and undiscovered voices can share their writing on any topic.
medium.com
선형대수
인공신경망
두뇌 세모를 모사한 인공신경망(ANN : Artificial Neural Network)
구조에 따른 인공신경망 분류
- Feedforward Neural Network
- Convolutional Neural Network
- Recurrent Neural Network
Feedforward Neural Network
시그모이드 뉴런(Sigmoid Neuron)
DEEP feedforward Neural Network
Colab 이용하기
https://colab.research.google.com/notebooks/inro.ipynb