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Chatbots and Conversational UI Development with Neural Networks is a fast-paced, hand-on course that explores both types of conversational UIs by leveraging APIs from multiple platforms.

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Unlimited Duration

Last Updated

March 11, 2021

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Certification

In this course you will learn about:

· Understand the different use cases of Conversational UIs with this project-based guide

· Build feature-rich Chatbots and deploy them on multiple platforms

· Get real-world examples of voice-enabled UIs for personal and home assistance.

· Cover advanced and state-of-the-art neural network architectures

· Understand the theory and math behind neural networks

· Train DNNs and apply them to modern deep learning problems

· Use CNNs for object detection and image segmentation

· Implement generative adversarial networks (GANs) and variational autoencoders to generate new images

· Solve natural language processing (NLP) tasks, such as machine translation, using sequence-to-sequence models

· Understand DL techniques, such as meta-learning and graph neural networks

Course Curriculum

    • Conversational user interfaces 00:00:00
    • Developer’s toolkit 00:00:00
    • Benefits 00:00:00
    • Chatbots are here to stay 00:00:00
    • Getting started 00:00:00
    • Building your first bot 00:00:00
    • Basic building blocks 00:00:00
    • Default blocks 00:00:00
    • Next steps 00:00:00
    • More cards 00:00:00
    • Navigation 00:00:00
    • Managing context 00:00:00
    • Understanding natural language 00:00:00
    • Backend processing 00:00:00
    • Broadcasting 00:00:00
    • Bot templates 00:00:00
    • Analytics 00:00:00
    • Conversational tasks 00:00:00
    • Conversational design 00:00:00
    • Backend tasks 00:00:00
    • Creating a chatbot web service 00:00:00
    • Publishing on Facebook Messenger 00:00:00
    • More Facebook message formats 00:00:00
    • Introducing Dialogflow 00:00:00
    • Exploring Transport API 00:00:00
    • Conversational design 00:00:00
    • Building a simple SMS bot 00:00:00
    • Building a two-way chatbot 00:00:00
    • MS Bot Framework 00:00:00
    • Building a bot 00:00:00
    • Getting started with Zomato 00:00:00
    • Restaurant search bot 00:00:00
    • Connecting to Skype 00:00:00
    • Getting started with the Twitter app 00:00:00
    • Building your first Twitter bot 00:00:00
    • Exploring the Twitter SDK 00:00:00
    • Exploring a news data service 00:00:00
    • Building a Twitter news bot 00:00:00
    • Building a personalized news bot 00:00:00
    • Amazon Alexa 00:00:00
    • Warming up with a quotes bot 00:00:00
    • My TV guide 00:00:00
    • Built-in intents and slot types 00:00:00
    • To-do List 00:00:00
    • Building an action 00:00:00

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