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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: NLTK Features
Let's explore the Natural Language Toolkit, a library used for specific tasks related to natural language processing, including tokenization, filtering words, stemming, lemmatization, chunking/chinking, and entity recognition. This clip...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Machine Learning-Based Chatbots: ML-Enabled Features
In this lesson, we will explore the enabling features of a machine learning-based chatbot, including scaling operations, task automation, user engagement, social media interaction, multilingual models, and connectivity. This clip is from...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Challenges of Chatbots
In this video, we will understand the challenges we face using a chatbot, including emerging trends, security, and privacy, customer saturation, predicting human behavior, user satisfaction, and user-bot communication. This clip is from...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Benefits of Chatbots
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. This clip...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Overview of Chatbots: Applications of Chatbots
In this lecture, we will understand the applications of chatbots. 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 Chatbots".This section...
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Master SQL for Data Analysis - Sorting Rows (ORDER BY)
In this lesson, you will learn about the options for sorting the output result of a query in some specific order to save time and keep data better organized. This clip is from the chapter "SQL - Retrieving Data with Queries" of the...
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Master SQL for Data Analysis - Indexes
Let's learn more about indexes, which will help optimize queries. You will learn how to create an index and structure data using indexes. This clip is from the chapter "Databases - Terminology" of the series "Master SQL for Data...
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Recommender Systems: An Applied Approach using Deep Learning - Strengths and Weaknesses of DL Models
In this lesson, you will learn about the strengths and weaknesses of deep learning recommender system models. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems: An Applied...
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Recommender Systems: An Applied Approach using Deep Learning - VAE Collaborative Filtering
This lesson explores the variational autoencoder for collaborative filtering, using representations in hidden layers. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems: An...
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Recommender Systems: An Applied Approach using Deep Learning - Neural Collaborative Filtering
In this video, we will understand neural collaborative filtering and how to incorporate it into our recommender system. This clip is from the chapter "Deep Learning Foundation for Recommender Systems" of the series "Recommender Systems:...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Response Cards for User Experience
In this video, you will learn about creating response cards and adding better user themes and experiences. This clip is from the chapter "Chatbots Development with Amazon Lex" of the series "Chatbots for Beginners: A Complete Guide to...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Chatbot on Website
This video demonstrates how to use the chatbot we created on a website. We will look at the available code to implement the chatbot and showcase it on the website. We will use the app, Kommunicate.io. This clip is from the chapter...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Making Utterances
After understanding intents and slots in detail, we will make utterances in our chatbots. We will begin with creating an intent and then create an utterance using the sample utterances tab. This clip is from the chapter "Chatbots...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Intent Utterance and Slot
In this video, we will discuss intent in depth, which are utterances the user asks, and reveal the user's intent. We will also understand about a slot, which is information that Amazon Lex requires to fulfill an intent. This clip is from...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Chatbot Development with AWS Lex and AWS Lambda: Chatbot Steps
This video provides an in-depth outline of the various steps involved in creating a chatbot with Amazon Lex. We understand how Amazon Lex connects with Amazon Lambda, Twilio software, and Amazon DynamoDB for storage. This clip is from...
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Chatbots for Beginners: A Complete Guide to Build Chatbots - Fundamentals of AWS for Chatbots: Framework of Lex
In this lecture, we will discuss the framework of Amazon Lex and how it functions. We will look at the operation cycle of the Amazon chatbot. This clip is from the chapter "Chatbots Development with Amazon Lex" of the series "Chatbots...