Lecturer :

Farrokh Karimi
Researcher in the School of Cognitive Sciences (SCS) at the Institute for Research in Fundamental Sciences (IPM) and Sharif Brain Center. Teacher at the Neuromatch Academy US

Topics :

Brain structure and familiarity with natural and artificial neural network
Basic understanding of Google Colab, TensorFlow2-Kears, PyTorch, and OpenCV
Getting to know the principles of data preprocessing and processing Convolutional Neural Networks (CNNs)
Advanced image processing and transfer learning
Video processing and basic 3D image processing
Autoencoders and VAEs and Generative Adversarial Networks (GANs)
Recurrent Neural Networks (RNNs)
Text processing and basic audio processing
More advanced supplementary topics
Familiarity with the principles of service implementation

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