Natural Language Processing 101
I build smart things for the web, and make sense out of data (atleast I try)
To get a sense of the kind of audience we are dealing with?
Computers are really powerful, how can we leverage their power to do our day to day jobs without always coding something or the other
For example how can I get to know about the weather in Seattle without explicitly going to my browser and going to a website entering Seattle and then finding about it
Or, how can I write a message to someone without explicitly opening the message app or the keyboard
How can I translate a text from English to Japanese
And so on and so forth
In a typical SQL setup this how things work
But this involves coding knowledge and not everyone is a coder :P
Explain each point with examples
Assigning categories to documents, which can be a web page, library book, media articles, gallery etc. has many applications like e.g. spam filtering, email routing, sentiment analysis etc
Create a summary with the major points of the original document. Technologies that can make a coherent summary take into account variables such as length, writing style and syntax.
Demo in python