Advanced Chatbots with Deep Learning and Python - Module Introduction-2

Advanced Chatbots with Deep Learning and Python - Module Introduction-2

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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This video tutorial covers the development of chatbots using deep learning techniques. It begins with an introduction to the general architecture of deep learning systems for chatbots, followed by a detailed module overview. The tutorial discusses encoder-decoder models and the use of RNNs, LSTMs, and GRUs in chatbot development. It concludes with a hands-on guide to initializing, training, and testing chatbots.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the general architecture for using deep learning with chat bots?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Can you explain the concept of encoded-decoder models in deep learning?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are LSTMs and how are they used in deep learning for chat bots?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the role of recurrent neural networks (RNNs) in natural language processing.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What steps are involved in initializing and training a chat bot using deep learning?

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