Packt
Advanced Chatbots with Deep Learning and Python

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Packt

Advanced Chatbots with Deep Learning and Python

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Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify the key differences between conventional and AI-based chatbots.

  • Explain how deep learning enhances chatbot functionalities across different industries.

  • Build a chatbot using Python and deep learning libraries like TensorFlow and Keras.

  • Examine the architecture and workflow of encoder-decoder models in chatbot development.

Details to know

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Recently updated!

October 2024

Assessments

2 assignments

Taught in English

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There are 3 modules in this course

In this module, we will cover the foundational details of the course and instructor, introducing learners to the benefits of learning through the AI Sciences platform. We’ll explore the overall course structure, highlighting key topics like chatbot technology, its comparison to other systems, and the deep learning frameworks involved.

What's included

3 videos1 reading

In this module, we will explore the core fundamentals of chatbots, focusing on how deep learning enhances chatbot capabilities. We will compare conventional chatbots with AI-based ones and dive into specific use cases, such as how chatbots function in healthcare, business, and ecommerce, delivering tailored experiences and operational efficiencies.

What's included

7 videos

In this module, we will dive deep into the architecture and development of chatbots using deep learning. Learners will build chatbots from scratch by implementing frameworks, preparing data, tokenizing text, and training models using tools like TensorFlow and Keras. The module culminates in testing chatbot predictions and optimizing performance.

What's included

17 videos2 assignments

Instructor

Packt - Course Instructors
Packt
375 Courses14,912 learners

Offered by

Packt

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