Artificial Intelligence

Machine Learning Deep Learning Data Science Python
  • Average Length :

    12 weeks per course

  • Effort :

    6 hours per week

  • Number Of Courses :

    1 Course in program

  • Instructor :

    |

  • Language :

    English

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MODULE 1: MACHINE LEARNING

  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning

MODULE 2: DEEP NEURAL NETWORKS

  • Back-propagation
  • Activation units
  • Training deep neural network
  • Regularization
  • Dropout
  • Example – Speech Processing

MODULE 3: CONVOLUTIONAL NEURAL NETWORKS

  • Invariance
  • Feature Maps
  • Convolution
  • Pooling
  • Example – Image Processing

MODULE 4: RECURRENT NEURAL NETWORKS

  • Text embedding’s
  • Word2Vec
  • LSTM
  • Example – Natural Language Processing