Deep learning is a subset of machine learning that is based on artificial neural networks with representation learning. Deep learning has become an integral part of every major company working on AI-based solutions of any kind. This path will help you learn the concepts of deep learning and neural networks and get practical experience with deep neural networks. By the end of this path, you’ll have considerable knowledge and expertise in deep learning to be comfortable in working on your projects.
Understand the most popular deep learning models.
Understand the importance of deep learning techniques.
Have the experience to start building your own projects.
Build, train, and tune your own deep neural networks.
Explore RNN's, Word Embeddings and Transfer Learning for various NLP applications
Understand and practice PyTorch, a framework for developing deep learning models.