Deep Learning & Neural Network : Master Study Plan

In a nutshell, we (humans) perform a wide range of tasks effortlessly, without even thinking about them. We recognize objects in images and speech in audio, and we understand words and sentences in text. All of these problems, however, were considered unsolvable until a decade ago by Artificial Intelligence, the discipline in Computer Science that strives to equip computers with human-like abilities. The subject of this domain covers neural networks and deep learning, a technology that provided solutions to all the problems cited above (and many others). The learning path we have to design for this technology must be practical, where both theory and code are learned simultaneously while using textbooks and Jupyter Notebooks. For solving several AI problems, we need to learn how to leverage PyTorch, one of the most popular Deep Learning frameworks in academics and industry.