Deep Learning

  • Introduction of PyTorch, Keras and Tensorflow
  • Artificial Neural Network
  • MLPs (Multilayer Preceptrons) for Tabular Datasets, Classification Prediction Problems, Regression Prediction
  • CNN (Convolutional Neural Networks) for Image Datasets, Classification Prediction Problems, Regression Prediction Problems
  • RNN (Recurrent Neural Networks) for Text data, Speech data, Classification Prediction Problems, Regression Prediction Problems and Generative Models
  • NLP (Natural Language Processing)
Duration

90 hours, 2 hours daily thrice a week (3 months approx)

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