NLP Techniques for creating AI Chatbots udemy course free download
What you'll learn:
- Why this is important
- Types of Natural Language Processing
- Classical vs. Deep Learning Models
- End to End Deep Learning Models
- Seq2Seq Architecture & Training
- Beam Search Decoding
Requirements::
- Just some high school mathematics level
- Basic Python programming knowledge
Description:
In the past few years Chatbots have become a must-have for businesses and companies. With latest advancements in Natural Language Processing we can build better chatbots in a fraction of the time it took a few years ago.
As such, many solutions like DialogFlow, Wit, and chatbot frameworks emerged that offer a quick way to create basic chatbots. But they have limitations, especially if you want to make something more complex and personalized. Because of that, I'm showing you how to use state-of-the-art NLP libraries and combine them to get a more advanced possible use of a chatbot.
After this course, the amazing thing won't be that the chatbot responds, but the entire process you're able to create and the possibilities that become available. You'll be more confident in tackling more difficult problems and will be able to make a more complex chatbot that offers more variety and functionality.
Who this course is for:
- Anyone that wants to know how chatbots work
- Anyone that wants to see how chatbots can be more than basic question responders
- Beginner data science students
- Anyone that wants to see NLP libraries be applied in real world problems
Course Details:
- 2 hours on-demand video
- 4 articles
- 19 downloadable resources
- Full lifetime access
- Access on mobile and TV
- Certificate of completion