Building Conversational AI Applications

Price
$500.00 USD

Duration
1 Day

Delivery Methods
Virtual Instructor Led
Private Group

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Course Overview

In this workshop, you’ll learn how to quickly build and deploy a conversational AI pipeline including transcription, NLP, and speech. You’ll explore automatic speech recognition (ASR) and text-to-speech (TTS) models and their customization in detail with the NVIDIA NeMo framework and learn how to deploy the models with Riva. Finally, you’ll explore the production-level deployment performance and scaling considerations of Riva services with Helm charts and Kubernetes clusters.

Course Objectives

How to customize and deploy ASR and TTS models on Riva.
How to build and deploy an end-to-end conversational AI pipeline, including ASR, NLP, and TTS models, on Riva.
How to deploy a production-level conversational AI application with a Helm chart for scaling in Kubernetes clusters.

Who Should Attend?

Developers who use Python

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Interactive classroom participation: Our virtual training includes live lectures, demonstrations and virtual labs that allow you to participate in discussions with your instructor and fellow classmates to get real-time feedback.
Post Class Resources: Review your class content, catch up on any material you may have missed or perfect your new skills with access to resources after your course is complete.
Private Group Training: Let our world-class instructors deliver exclusive training courses just for your employees. Our private group training is designed to promote your team’s shared growth and skill development.
Tailored Training Solutions: Our subject matter experts can customize the class to specifically address the unique goals of your team.

Course Prerequisites

Basic Python programming experience
Fundamental understanding of a deep learning framework, such as TensorFlow, PyTorch, or Keras
Basic understanding of neural networks

Agenda

Course Introduction
Introduction to Conversational AI
Customized Conversational AI Pipelines
Inference and Deployment Challenges
Course Summary

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