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Deeplearning.ai_Courses

Deeplearning.ai Specialization (5 courses) It covers projects from 4 "Hands-On" courses. Those are:

Neural Networks & DL:

  1. Cat Classifier Application

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

  1. Initialization
  2. Optimization Methods
  3. Regularization

Convolutional Neural Networks:

  1. CNN Model application
  2. Emotion Detector
  3. Residual Networks
  4. Autonomous Driving app car detection
  5. Art Generation with Neural Style Transfer

Sequence Models:

  1. Trigger Word Detection
  2. Neural Machine Translation with Attention
  3. Improvise a Jazz Solo with an LSTM network
  4. Emojify App
  5. Character Level Language Model

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