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This plan includes
- Instant access to 11,000+ online courses
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This plan includes
- Instant access to 11,000+ online courses
- Play & Pause Course Videos
- HD Video Recorded Lectures
- Learn on Mobile/PC/Tablet
- Quizzes and Real Projects
- Lifetime Course Certificate
- Instructor Chat Support
- Cancel Plan Anytime
What you'll learn?
- Build creative and complex chatbots.
- Rasa framework
- Build stories applicable to any chatbot
- Custom actions in Chatbots
- Concepts on NLP
- How to prepare data for training chatbot model
Course Overview
This course is all about replacing monotonous human conversations with Chatbots. "Build Chatbot using RASA 2x" is a project-based course wherein we build a chatbot for the university. This project consists of functionalities wherein the students or rather the users of the Chatbot can fetch marks and the attendance from the university database in real-time. It also has a validation of username & password in place for privacy aspect. Apart from fetching marks and attendance, it can answer FAQs.
The course consists of 6 chapters where each chapter has a dedicated purpose.
Chapter 1 - Introduction
Chapter 2 - Installation
Chapter 3 - Core of Rasa Framework
Chapter 4 - Significance of files
Chapter 5 - Building Chatbot
Chapter 6 - Deployment
You will learn concepts that are applicable to all the chatbots ranging from the Core of a framework to Deployment. In addition to that, you will also learn how to build logical chatbot stories. This course will equip you with the power of rasa and detailed concepts of chatbots which can be used to build any complex chatbot for any given industry.
You will be provided with all relevant files required for this project along with the Web Page used for deployment.
As a prerequisite for this course a basic understanding of the Python programming language is required as the framework (Rasa) used in this course will use Python.
Pre-requisites
- Basics of Python programming
Target Audience
- Students and working professionals
- Python Developers who want to explore Chatbots
- Developers who want to explore NLP concepts
Curriculum 26 Lectures 00:44:17
-
Section 1 : Introduction to Chatbots & Rasa4
- Lecture 2 :
- Overview of project
- Lecture 3 :
- What is a framework
- Lecture 4 :
- Rasa Framework
-
Section 2 : Installation
- Lecture 1 :
- Installation Part 1
- Lecture 2 :
- Installation Part 2
- Lecture 3 :
- Installation Part 3
-
Section 3 : Core Elements of Chatbots
- Lecture 1 :
- Intents & Entities
- Lecture 2 :
- Response & Actions
- Lecture 3 :
- Stories
-
Section 4 : Significance of files
- Lecture 1 :
- NLU.yml
- Lecture 2 :
- Domain.yml
- Lecture 3 :
- Stories.yml
- Lecture 4 :
- Other files
-
Section 5 : Building Chatbot and it's logic
- Lecture 1 :
- Understanding our data
- Lecture 2 :
- Logic for our Chatbot
- Lecture 3 :
- Building story Part 1
- Lecture 4 :
- Building story Part 2
- Lecture 5 :
- Building NLU data
- Lecture 6 :
- Building Domain data
- Lecture 7 :
- Building Custom Action Part 1
- Lecture 8 :
- Building Custom Action Part 2
- Lecture 9 :
- Building Custom Action Part 3
- Lecture 10 :
- Building Custom Action Part 4
- Lecture 11 :
- Building Custom Action Part 5
-
Section 6 : Deployment
- Lecture 1 :
- Deploying on Web Application
Our learners work at
Frequently Asked Questions
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