Key Concepts

Advanced Deep Learning Specializations and Nanodegree concepts beyond fundamental Neural Network architecture.

  • Neural Networks and Deep Learning.
  • Structuring Neural Networks projects.
  • Improving Deep Neural Networks - Hyperparameter Tuning, Regularization and Optimzation.
  • Convolutionl Neural Network
    • Foundation Of CNN
    • Deep Convolutional Models
    • Autoencoders
    • Object Detection, Segmentation
  • Sequence Models
    • RNNs, LSTMs
    • NLP and Embeddings
    • Sequence Models And Attention Mechanism
    • Transformer Network

Certificates

DL Specialization DL Nanodegree

Certificates Individual Courses

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