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Advanced Chatbots with Deep Learning and Python [Video]
Advanced Chatbots with Deep Learning and Python [Video]

Advanced Chatbots with Deep Learning and Python: Let’s understand all about chatbots and develop a self-learning chatbot with deep learning and Python [Video]

By AI Sciences
$15.99 per month
Video Feb 2023 1 hours 59 minutes 1st Edition
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$109.99
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Key benefits

  • Learn basic to advanced mechanisms of developing chatbots using deep learning with Python
  • Use Python to evaluate datasets based on conversational notes, online resources, and websites
  • Explore conventional/self-learning chatbots in action and chatbot development with deep learning

Description

AI-powered chatbots are also capable of automating various tasks, including sales and marketing, customer service, and administrative and operational tasks. In this course about developing advanced chatbots with deep learning, we will understand their applications and build from scratch using deep learning with Python. The course begins with a brief overview and the fundamentals of deep learning for chatbots. We will understand and compare conventional chatbots with deep learning-based chatbots. Then, we will explore self-learning chatbots, including generative chatbots and retrieval chatbots. You will learn more about deep learning-empowered chatbot features and compare and distinguish the abilities of conventional chatbots and self-learning chatbots in real action. We will focus on chatbot development with deep learning, tokenization, setting up an Encoder-Decoder, implementing RNN-based model development, and finally, training, testing, and validating the chatbot we developed. Upon completing this course successfully, you will relate concepts and understand theories of chatbots in various domains, understand and implement deep learning models for building real-world chatbots, and evaluate deep learning-based chatbot models. All resources are available at: https://github.com/PacktPublishing/Advanced-Chatbots-with-Deep-Learning-Python

What you will learn

Relate the concepts and theories for chatbots in various domains Compare conventional chatbots with deep learning-based chatbots Understand deep learning algorithms for chatbots Implement deep learning models for building real-world chatbots Learn about tokenization and setting up an encoder-decoder Implement recurrent neural network-based model development

Product Details

Country selected

Publication date : Feb 28, 2023
Length 1 hours 59 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781837632534
Category :
Concepts :

What do you get with a Packt Subscription?

Free for first 7 days. $15.99 p/m after that. Cancel any time!
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Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
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Product Details


Publication date : Feb 28, 2023
Length 1 hours 59 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781837632534
Category :
Concepts :

Table of Contents

3 Chapters
1. Introduction Chevron down icon Chevron up icon
2. Fundamentals of Chatbots for Deep Learning Chevron down icon Chevron up icon
3. Deep Learning-Based Chatbot Architecture and Development Chevron down icon Chevron up icon

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