Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, object detection, and sequence processing (including transformers implementation) in TensorFlow.
deep-learning transformers coursera named-entity-recognition neural-networks question-answering face-recognition mlp transfer-learning hyperparameter-tuning optimization-algorithms audio-processing andrew-ng voice-activity-detection cnn-for-visual-recognition image-segmentation-tensorflow rnn-lstm structuring-ml-projects
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Updated
May 21, 2021 - Jupyter Notebook