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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.
Unlimited Duration
March 11, 2021
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
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- Conversational user interfaces 00:00:00
- Developer’s toolkit 00:00:00
- Benefits 00:00:00
- Chatbots are here to stay 00:00:00
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- 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
- 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
- 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
- To-do List 00:00:00
- Building an action 00:00:00
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