What should a beginner expect from the Data Science role? (My example - I thought I'll be working on major problems and using exciting tools like ML to solve those problems, but on the contrary, I ended up doing pretty much reporting work and basic analyses - that too only using MS Excel. Also, do you think lack of experience in Python, R etc. is going to hamper my career?)
How much does a masters degree in either Statistics or Data Science help in excelling a beginner level Data Scientist's career?
Broadly, Natural Language Processing (or NLP for short) consists of developing a set of algorithms and tools so that machines can make sense of data available in natural (human) languages such as English, German, French, etc. Although there are traces of NLP research since a long time ago, the concept got well defined in the 1950s, with the breakthrough research work of Alan Turing and Noam Chomsky.
This tutorial introduces you to the various applications, challenges and approaches within NLP. In this course, we'll build many of these applications and encounter the challenges described.
What is Natural Language?
Natural language refers to the medium in which humans communicate with each other. This could be in the form of writings (text) for example emails, articles, news, blogs, bank documents, etc or speech for example lectures, speeches, audio calls, etc. There are trillions of web pages full of natural text, so imagine the scale of data available today.
NLP algorithms often model the hierarchical structur...