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Build Chatbot using RASA 2x in 2021

person icon AQIB AHMED J

4.1

Build Chatbot using RASA 2x in 2021

Build creative and complex chatbots

updated on icon Updated on Apr, 2024

language icon Language - English

person icon AQIB AHMED J

English [CC]

category icon Development,Data Science and AI ML,Data Science Other

Lectures -27

Resources -1

Duration -2 hours

4.1

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Course Description

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.

Goals

What will you learn in this course:

  • 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

Prerequisites

What are the prerequisites for this course?

  • Basics of Python programming
Build Chatbot using RASA 2x in 2021

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction to Chatbots & Rasa
4 Lectures
  • play icon Introduction 01:39 01:39
  • play icon Overview of project 04:51 04:51
  • play icon What is a framework 03:01 03:01
  • play icon Rasa Framework 04:10 04:10
Installation
3 Lectures
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Core Elements of Chatbots
3 Lectures
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Significance of files
4 Lectures
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Building Chatbot and it's logic
11 Lectures
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Deployment
1 Lectures
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Instructor Details

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AQIB AHMED J

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