Todo

• Trump

When?

• time of a day
• counts every day

What?

• name mentioned [sentiment for that person]

• country mentioned [sentiment for the country]

• http://nbviewer.jupyter.org/github/BVLC/caffe/blob/master/examples/02-fine-tuning.ipynb

• http://neuralnetworksanddeeplearning.com/

Deep learning libraries:

• Python

  • Caffe: http://caffe.berkeleyvision.org/
  • TensorFlow: https://www.tensorflow.org/
  • Keras: https://keras.io/

• R

  • mxnet
  • darch
  • deepnet
  • h2o

Topics

• Tree model

• Model error and tuning technique

• Model evaluation

• Feature selection

• Regularized regression

• Regularized generalized regression

• Python Code for data preprocessing

• Python Code for data wrangling

• Social network analytics: twitter data (Trump)

• Natural language processing

• Bayesian

• Deep Learning and its application