Natural Language Processing (NLP) Chatbot смотреть онлайн

The hands-on tutorial focuses on understanding what is natural language processing, emerging trends and applications of NLP in machine learning and writing a simple python program to design/create a chatbot from scratch using nltk package and jupyter notebook. This simple chatbot will take commandline text inputs/queries and respond intelligently. At the end of the session, you will be able to build your own NLP machine learning models.

Topics covered:

-What is NLP
-NLP Applications
-What’s a chatbot
-Reading in the data (To build chatbot knowledge)
-Pre-processing the raw text
-Building the chatbot Model (keyword matching)
-Defining the response function
-Testing the chatbot


Good to know:

-Basic programming knowledge (Java, Python or any other).
-A hands-on knowledge of python scikit library and NLTK is assumed. However, if you are new to NLP, you can still follow the live stream and then refer back to resources.

Software required (Please install them before coding along):

-Python 3.7 (suggested from Anaconda https://www.anaconda.com/distribution/)
-Jupyter Notebook or any other IDE to run python programs (Jupyter: https://jupyter.readthedocs.io/en/latest/install.html)

Source code: http://bit.ly/2JLBDEI

In Hong Kong? Visit https://xccelerate.co to learn today's most in-demand technologies