Deep Learning for Natural Language Processing complete course скачать в хорошем качестве

Deep Learning for Natural Language Processing complete course

Course Description Natural language processing (NLP) is one of the most important technologies of the information age. Understanding complex language utterances is also a crucial part of artificial intelligence. Applications of NLP are everywhere because people communicate most everything in language: web search, advertisement, emails, customer service, language translation, radiology reports, etc. There are a large variety of underlying tasks and machine learning models powering NLP applications. Recently, deep learning approaches have obtained very high performance across many different NLP tasks. These models can often be trained with a single end-to-end model and do not require traditional, task-specific feature engineering. In this spring quarter course students will learn to implement, train, debug, visualize and invent their own neural network models. The course provides a deep excursion into cutting-edge research in deep learning applied to NLP. The final project will involve training a complex recurrent neural network and applying it to a large scale NLP problem. On the model side we will cover word vector representations, window-based neural networks, recurrent neural networks, long-short-term-memory models, recursive neural networks, convolutional neural networks as well as some very novel models involving a memory component. Through lectures and programming assignments students will learn the necessary engineering tricks for making neural networks work on practical problems. ------------------------------------------------------------------------------------------------------------------------------------- If you realllly enjoy my content, you're welcome to support me and my channel with a small donation via PayPal Link to PayPal donation https://www.paypal.me/nerdslesson #deeplearning #forNLP #naturallanguageprocessing natural language processing tutorial natural language processing in 10 minutes #nlptutorialforbeginners nlp tutorial nlp in 10 minutes nltk tutorial nltk tutorial for beginners nltk training natural language processing training nlp with python tutorial nlp programming tutorial nlp neural network tutorial nlp machine learning tutorial nltk tutorial in python