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Course Outline
Introduction to ChatBots
Overview of Conversational Software
Building Your First Basic ChatBot
- Setting Up Your ChatBot to Receive Text and Respond to Users
- Adding the Basic Elements of Personality
- Teaching Your ChatBot to Answer Basic Questions
- Adding Variety to Your ChatBot's Responses
- Making Your ChatBot Ask Questions
- Building Rule-Based Systems for Parsing Text
Using Machine Learning to Turn Natural Language into Structured Data for Your ChatBot
- Overview of SpaCy, Scikit-learn, and Rasa NLU
- Installing and Configuring SpaCy, Scikit-learn, and Rasa NLU
- Intents and Entities and their Classifications
- Natural Language Processing Fundamentals Theory Refresher
- Building Models from Real-World Sentences Using the ATIS Dataset
Building Your Virtual Assistant ChatBot
- Overview of a Virtual Assistant
- Working with SQL in Python
- Teaching Your ChatBot to Access Data from a Database
- Writing Queries from Parameters
- Building a Database from Natural Language
- Implementing Custom Virtual Assistant Features on Your ChatBot
- Answering Specific Queries through Database Access
- Refining Search, Performing Basic Negation, and Filtering Data
Making Your ChatBot Stateful: Keeping Track of States of Interaction for Better ChatBot Dialogs
- Performing Basic Actions
- Asking Contextual Questions and Queuing Answers
- Dealing with Rejection
Testing and Deploying Your ChatBot
Troubleshooting
Summary and Conclusion
Requirements
- Python programming experience
Testimonials
I did like the exercises.
Office for National Statistics
The trainer very easily explained difficult and advanced topics.
Leszek K
This is one of the best hands-on with exercises programming courses I have ever taken.
Laura Kahn
This is one of the best quality online training I have ever taken in my 13 year career. Keep up the great work!.
Human identification and circuit board bad point detection
王 春柱 - 中移物联网
Demonstrate
- 中移物联网
About face area.
- 中移物联网
the last day. generation part
- Accenture Inc
The topics referring to NLG. The team was able to learn something new in the end with topics that were interesting but it was only in the last day. There were also more hands on activities than slides which was good.
- Accenture Inc
I like that it focuses more on the how-to of the different text summarization methods
Organization, adhering to the proposed agenda, the trainer's vast knowledge in this subject
Ali Kattan - TWPI
the way he present everything with examples and training was so useful
Ibrahim Mohammedameen - TWPI
Very knowledgeable
Usama Adam - TWPI
This is one of the best quality online training I have ever taken in my 13 year career. Keep up the great work!.
I like that it focuses more on the how-to of the different text summarization methods
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