Natural Language Processing (NLP) is a branch of artificial intelligence that sits at the intersection of computer science, human language, and computational linguistics. The primary focus of this technique is to process, interpret, and emulate human language.
Unstructured text is perhaps the largest human-generated data source and it is growing by the second. We are constantly generating data every second of the day through emails, instant messages, social media posts, digital records, web channels, and so on.
With the help of NLP, machines can be trained to efficiently traverse through emerging volumes of data and identify topics, uncover trends, analyze sentiments, and identify correlations.
At TCG Digital, we have leveraged NLP techniques to solve a wide range of complex business problems from topic classification to entity extraction to sentiment analysis. We have expertise in hyper contemporary and cutting-edge machine learning techniques for NLP covering CNN, RNN, Reinforcement Learning, Memory Augmented Network, Unsupervised Learning, and Deep Generative Models.
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