View profile

Machine Learning Starter Kit [#4]: Chatbots

Revue
 
You want to build your own chatbot? Of course you can use platforms like Chatfuel or Botsify, without
 
April 17 · Issue #4 · View online
Machine Learning Starter Kit
You want to build your own chatbot? Of course you can use platforms like Chatfuel or Botsify, without a single line of code. Here are three awesome tutorials, in case you want to get your hands dirty.


How to Make an Amazing Tensorflow Chatbot Easily
Well, ok, it’s not as easy as it says in the title and Siraj speaks and writes code blazing fast, but this video gives a good intro on how chatbots work. He gives a rough overview of the tech behind the chatbot (Recurrent Neural Networks) and dives right into coding. The most important steps as usual: Get the data, build a model, train it, test it. There is no shorter and faster tutorial on chatbots than this one.
Language: Python
Library: TensorFlow
How to Make an Amazing Tensorflow Chatbot Easily - YouTube
Make a Facebook Chatbot from Scratch in 20 Minutes | BOTS | Quick Code
blondiebytes is amazing! Within 20 min you set up a native Facebook Chatbot. You’ll write some server-side code, host it on Heroku, and then connect it to Facebook. Nice!
Language: Javascript
Framework: Node.js
Make a Facebook Chatbot from Scratch in 20 Minutes | BOTS | Quick Code - YouTube
Edward Bullen – Building a ChatBot with Python, NLTK and scikit
The last tutorial is a longer talk by Edward Bullen, who gives deeper and more detailed insights on language and the Natural Language Processing system that is driving the chatbot. Also, he is using the Machine Learning library Scikit-learn and NLTK, a classic and frequently used Python library for NLP tasks, such as tokenization, stemming, stop word removal, POS-tagging, …
Language: Python
Libraries: NLTK, scikit-learn
Edward Bullen - Building a ChatBot with Python, NLTK and scikit - YouTube
Have fun and let me know if you have any feedback!
Suzana
Did you enjoy this issue?
If you don't want these updates anymore, please unsubscribe here
If you were forwarded this newsletter and you like it, you can subscribe here
Powered by Revue