amanchadha/coursera-deep-learning-specialization
A student's completed work for Andrew Ng's Coursera Deep Learning Specialization, covering neural networks, CNNs, RNNs, and ML optimization techniques.
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This repository contains all programming assignments, notes, and quiz solutions for the five-course Coursera Deep Learning Specialization by deeplearning.ai. The courses cover foundational neural networks and deep learning, hyperparameter tuning and optimization, ML project structuring, convolutional neural networks, and sequence models (RNNs). The assignments are implemented in Jupyter Notebooks with NumPy, TensorFlow 2, and Keras.