Instructional Video5:59
Curated Video

Recommender Systems with Machine Learning - Nexus of AI and Recommender Systems

Higher Ed
This video talks about the nexus of AI and recommender systems.
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This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on recommender...
Instructional Video2:51
Curated Video

Recommender Systems with Machine Learning - Generations of Recommender Systems

Higher Ed
This video helps you with generations of recommender systems.
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This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on recommender...
Instructional Video5:20
Curated Video

Recommender Systems with Machine Learning - Error Metric Computation

Higher Ed
This video demonstrates error metric computation.<br<br/>/>

This clip is from the chapter "Basic of Recommender Systems" of the series "Recommender Systems with Machine Learning".This section focuses on the basics of recommender systems.
Instructional Video2:05
Curated Video

Recommender Systems with Machine Learning - Quiz Solution-1

Higher Ed
This is a solution video of the quiz for this module/section.
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This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on recommender...
Instructional Video5:07
Curated Video

Recommender Systems with Machine Learning - Recommender Systems Process and Goals

Higher Ed
This video helps you understand the process and goals of recommender systems.
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This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on...
Instructional Video3:10
Curated Video

Recommender Systems with Machine Learning - Introduction to Recommender Systems

Higher Ed
In this video, you will get to know more about recommender systems.
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This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on...
Instructional Video2:52
Curated Video

Recommender Systems with Machine Learning - Recommender Systems Overview

Higher Ed
This video provides an overview of recommender systems.
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This clip is from the chapter "Motivation for Recommender System" of the series "Recommender Systems with Machine Learning".This section focuses on recommender systems...
Instructional Video2:00
Curated Video

Recommender Systems with Machine Learning - Fundamentals of Recommender Systems

Higher Ed
This video helps you out with the fundamentals of recommender systems.<br<br/>/>

This clip is from the chapter "Introduction" of the series "Recommender Systems with Machine Learning".This section provides an introduction to the course.
Instructional Video2:13
Curated Video

Recommender Systems with Machine Learning - Overview of Recommender Systems

Higher Ed
This video provides an overview of the recommender systems and their importance.
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This clip is from the chapter "Introduction" of the series "Recommender Systems with Machine Learning".This section provides an introduction to...
Instructional Video4:10
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Fundamentals of Chatbots for Deep Learning: Module Introduction

Higher Ed
This introduction video elaborates on the concepts to be covered in this module, including comparing chatbots, the conventional versus AI chatbots, use of chatbots in various fields of applications.
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This clip is from the...
Instructional Video3:08
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Module Overview

Higher Ed
In this video, we will outline the concepts, including the general architecture of machine learning, the purpose of chatbots, the Natural Language Toolkit (NLTK), and developing a rule-based chatbot using NLTK.
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This clip is...
Instructional Video3:36
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: Module Introduction

Higher Ed
Let's look at the different concepts you will be learning in this specific module that focuses entirely on machine learning-based chatbots, including purpose, and finally, work on a project at the end.
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This clip is from the...
Instructional Video2:31
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Why Should Companies Pick Chatbots

Higher Ed
Here, we will discuss why organizations adopt chatbots, including simplicity of functioning, efficiency, speed, improving experience, personalization, and sustainability.
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This clip is from the chapter "Basics of Chatbots with...
Instructional Video5:02
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Benefits of Chatbots

Higher Ed
This video will elaborate on the benefits of using chatbots and the need for adopting chatbots, including personalized customer experience, efficient staff onboarding, standardized solutions, cost saving, and 24x7 availability.
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Instructional Video4:05
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Applications of Chatbots

Higher Ed
In this lecture, we will understand the applications of chatbots.
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This clip is from the chapter "Basics of Chatbots with Machine Learning and Python" of the series "Chatbots for Beginners: A Complete Guide to Build...
Instructional Video2:21
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: History of Chatbots

Higher Ed
In this video, you will learn more about chatbots and their history, from the first ones developed to the current advanced ones such as Alexa, Cortana, and medical chatbots.
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br/>
This clip is from the chapter "Basics of Chatbots...
Instructional Video3:59
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Module Overview

Higher Ed
This is a brief overview of the concepts you will learn in this module, including chatbot history and applications, benefits, types, and the process of creating a machine-learning chatbot.
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This clip is from the chapter...
Instructional Video2:54
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots

Higher Ed
This video outlines what you will learn in the machine learning-based chatbots, including their architecture, purpose, Natural Language Toolkit, and rule-based chatbots with NLTK. We will work on a project with NLTK.
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This...
Instructional Video1:47
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Course Description

Higher Ed
This video provides an overview of the course and what concepts will be covered. We will look at an overview of chatbots, the need to use chatbots and their benefits, the types of chatbots, and their mechanisms.
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This clip is...
Instructional Video1:16
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Course Introduction

Higher Ed
This brief introductory video outlines the author/instructor and AI Sciences and provides a quick overview of what you will learn in the course.
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This clip is from the chapter "Introduction" of the series "Chatbots for...
Instructional Video8:14
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Making the Model and Query Tower

Higher Ed
In this lecture, you will learn to develop our model and create a query tower to perform retrieval tasks.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An...
Instructional Video1:11
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - TensorFlow Recommenders

Higher Ed
In this video, you will learn about TensorFlow recommenders used to develop recommender systems.
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This clip is from the chapter "Project Amazon Product Recommendation System" of the series "Recommender Systems: An Applied...
Instructional Video3:50
Curated Video

Recommender Systems: An Applied Approach using Deep Learning - Strengths and Weaknesses of DL Models

Higher Ed
In this lesson, you will learn about the strengths and weaknesses of deep learning recommender system models.
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This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender...
Instructional Video7:28
Curated Video

Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Session state Dialog Hook and Dialog Action

Higher Ed
In this lecture, we will understand what a session state is, basically the state of the conversation between the user and the Amazon Lex chatbot and dialog action, which determines the action that Amazon Lex should take to the Lambda...