In this article, I’ll discuss three of the best nlp courses online.
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1. Natural Language Processing Specialization (DeepLearning.ai)
This specialization will equip you with the cutting-edge deep learning techniques needed to build state-of-the-art NLP systems. This Specialization will help you:
- design NLP applications that perform question-answering and sentiment analysis
- create tools to translate languages and summarize text
- build chatbots
This specialization has the following sections:
- Natural Language Processing with Classification and Vector Spaces
- Natural Language Processing with Probabilistic Models
- Natural Language Processing with Sequence Models
- Natural Language Processing with Attention Models
2. Become a Natural Language Processing Expert Nanodegree (Udacity)
In this project-based program, you’ll get hands-on experience in the following areas:
- cutting-edge natural language processing techniques to process speech and analyze text.
- probabilistic and deep learning models, such as hidden Markov models and recurrent neural networks
- teaching computers to perform activities such as speech recognition and machine translation
This program has the following sections:
- Introduction to Natural Language Processing
- Computing with Natural Language
- Communicating with Natural Language
3. Natural Language Processing (Coursera)
This course covers a wide range of activities in Natural Language Processing from the basic level to the advanced level. Those activities include:
- sentiment analysis
- summarization
- dialogue state tracking
- text classification
- named entities recognition
- duplicates detection
