/Awesome-resources

Awesome Resource for ML and Deep Learning

Awesome-resources

Awesome Resource for ML and Deep Learning

Machine Learning

  1. http://www.fast.ai/2017/11/13/validation-sets/

NLP

  1. Tf-idf = http://www.tfidf.com/
  2. LSTM in Keras = https://machinelearningmastery.com/sequence-classification-lstm-recurrent-neural-networks-python-keras/
  3. BLEU Score = https://machinelearningmastery.com/calculate-bleu-score-for-text-python/

Deep Learning

  1. Learning_Rate - https://techburst.io/improving-the-way-we-work-with-learning-rate-5e99554f163b?gi=7645cd50d98
  2. Practical Deep Learning for Coders-: http://www.fast.ai/
  3. Deep Learning Andrew Ng from ground up -: https://www.deeplearning.ai/
  4. Cyclical learning Rate -: http://teleported.in/posts/cyclic-learning-rate/
  5. Differential Learning Rates -: https://towardsdatascience.com/transfer-learning-using-differential-learning-rates-638455797f00