[인프런] 모두를 위한 딥러닝 - 기본적인 머신러닝과 딥러닝 강좌

[인프런] 모두를 위한 딥러닝 - 기본적인 머신러닝과 딥러닝 강좌 - Sung Kim (김성훈 교수님)  

    e-mail : hunkim+ml@gmail.com

 

 

 

 

Schedule

• Machine Learing basic concepts
• Linear regression
• Logistic regression (classification)
• Multivariable (Vector) linear/logistic regression
• Neural networks
• Deep learning
  • CNN
  • RNN
  • Bidirectional Neural networks

 

 

 

참고 자료

• Andrew Ng’s and other ML tutorials
  • https://class.coursera.org/ml-003/lecture
  • http://www.holehouse.org/mlclass/ (note)
  • Deep Learning Tutorial
• Convolutional Neural Networks for Visual Recognition.
  • http://cs231n.github.io/
• Tensorflow
  • https://www.tensorflow.org
  • https://github.com/aymericdamien/TensorFlow-Examples
  • Deep learning @Udicity