Advanced Machine Learning Specialization Coursera Review in 2022

The course starts with linear models and a discussion of stochastic optimization methods that are crucial for training deep neural networks. Here you can study all popular building blocks of neural networks including fully connected layers, convolutional and recurrent layers. Learners will use these building blocks to define complex modern architectures in TensorFlow and Keras frameworks. In the course, you can implement a deep neural network for the task of image captioning.