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Chatbots Development with Deep Learning

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Chatbots Development with Deep Learning

Chatbots Development with Deep Learning

updated on icon Updated on Apr, 2024

language icon Language - English

person icon AISciences

English [CC]

category icon Chatbot,Development

Lectures -30

Resources -5

Duration -1.5 hours

4

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Course Description

Have you ever wanted to build a simple, easy, and efficient chatbot for your business?

Do you need an efficient instructor for your education?

Are you inspired from Iron Man, and need a Jarvis for your official assistance?

If yes! Then this is the course you are looking for.

You might have searched for many relevant courses, but this course is different!

This course is a complete package for beginners to learn the basics of chatbots with deep learning, its applications and building it from scratch by using deep learning (RNNs) with python. Every module has engaging content covering necessary theoretical concepts with a complete practical approach used along with brief theoretical concepts.  At the end of every module, we assign you a quiz, the solution to the quizzes is also available in the next video.

We will be starting with the theoretical concepts of chatbots, after providing you with the basic knowledge of chatbots. You will be able to learn about the important fundamental concepts of chatbots which are the basic building blocks of it.  

This complete package will enable you to learn the basics to advance mechanism of developing chatbots by using deep learning with python. We’ll be using Python as a programming language in this course, which is the hottest language nowadays if we talk about deep learning. Python will be taught from elementary level up to an advanced level so that any deep learning concept can be implemented.

This comprehensive course will be your guide to learning how to use the power of Python to evaluate your chatbots datasets based on conversational notes, online resources, and websites. Moreover, a practical approach will be adopted to build deep learning oriented conversational chatbots where hands on experience will be developed.

We’ll learn all the basic and necessary concepts for developing chatbots along with the deep learning models. 

This course is designed for both beginners with some programming experience and those who know nothing about Data Analysis, Deep Learning and Python.

This comprehensive course is comparable to other Chatbots Development with Deep Learning courses that usually cost hundreds of dollars, but now you can learn all that information at a fraction of the cost in only one course! With over 2 hours of HD video lectures that are divided into many videos and detailed code notebooks for every address, this is one of the most comprehensive courses for Chatbots Development with Deep Learning on Udemy!

Why Should You Enroll in This Course?

The course is crafted to help you understand not only the role and impact of chatbots industry in real world applications, but it provides a very unique hands on experience on developing complete chatbots for your customized dataset by using a project. This straightforward learning by doing course will help you in mastering the concepts and methodology with regards to Python. 

This course is:

Easy to understand.

Expressive and self-explanatory

To the point

Practical with live coding

A complete package with three in depth projects covering complete course contents

Thorough, covering the most advanced and recently discovered deep learning models by renowned data scientists and AI practitioners

Teaching Is Our Passion:

We focus on creating online tutorials that encourage learning by doing. We aim to provide you with more than a superficial look at practical approach towards developing chatbots using deep learning. For instance, this course has one project in the final module which will help you to see for yourself via experimentation the practical implementation of deep learning with data analysis on the real-world datasets. We have worked extra hard to ensure you understand the concepts clearly. We want you to have a sound understanding of the basics before you move onward to the more complex concepts. The course materials that make certain you accomplish all this include high-quality video content, course notes, meaningful course materials, handouts, and evaluation exercises. You can also get in touch with our friendly team in case of any queries.

Course Content:

We'll teach you how to program with Python, how to use deep learning concepts to develop chatbots! Here are just a few of the topics that we will be learning:

Course Overview

Fundamentals of Deep Learning for Chatbots      

Comparison of Conventional Chatbots with Deep Learning Based Chatbots

Self-Learning Chatbots: Generative Chatbots vs Retrieval Chatbots

Deep Learning Empowered Chatbots Features

Conventional Chatbots & Self-Learning Chatbots in Action

Chatbot Development with Deep Learning 

Packages Installation

Defining Chat Model

Tokenization

Setting-up Encoder-Decoder

Implementing RNN based Model Development

Training, Testing and Validating Chatbot

Enroll in the course and become a chatbots expert today!

After completing this course successfully, you will be able to:

Relate the concepts and theories for chatbots in various domains

Understand and implement deep learning models for building real world chatbots

Understand evaluate the deep learning models

Who this course is for:

People who want to advance their skills in applied deep learning

People who want to master relation of data analysis with deep learning

People who want to build customized chatbots for their applications

People who want to implement deep learning algorithms for chatbots

Individuals who are passionate about rule self-learning chatbots

Deep Learning Practitioners

Research Scholars

Data Scientists

Goals

What will you learn in this course:

Learn the about basics of chatbots

Learn about the Comparison of Conventional Chatbots with Deep Learning Based Chatbots

Learn about fundamentals of the Generative Chatbots vs Retrieval Chatbots

Learn the basics of Deep Learning Empowered Chatbots Features

Learn the Conventional Chatbots & Self-Learning Chatbots in Action

Learn the impact and overview Tokenization in Chatbots development

Learn the settings of Decoder-Encoder model with python

Learn the hands-on practice on implementing RNN based Model Development for Chatbots

Learn about the testing and training of chatbot with deep learning

And much more…


Prerequisites

What are the prerequisites for this course?

No prior knowledge of Chatbots, Deep Learning, Data Analysis or Mathematics is needed. We will start from the basics and gradually build your knowledge in the subject

A willingness to learn and practice

Only basic Python is required


Chatbots Development with Deep Learning

Curriculum

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

Introduction
4 Lectures
  • play icon Course and Instructor Introduction 02:16 02:16
  • play icon AI Sciences Introduction 01:28 01:28
  • play icon Course Description 03:19 03:19
  • play icon Resources
Fundamentals of Chatbots for Deep Learning
8 Lectures
Tutorialspoint
Deep Learning Based Chatbot Architecture and Develpment
18 Lectures
Tutorialspoint

Instructor Details

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