{"course":{"productid":34494,"modality":6,"active":true,"language":"en","title":"Building Conversational AI Applications","productcode":"BCAA","vendorcode":"NV","vendorname":"Nvidia","fullproductcode":"NV-BCAA","courseware":{"has_ekit":false,"has_printkit":true,"language":""},"url":"https:\/\/portal.flane.ch\/course\/nvidia-bcaa","objective":"<ul>\n<li>How to customize and deploy ASR and TTS models on Riva.<\/li><li>How to build and deploy an end-to-end conversational AI pipeline, including ASR, NLP, and TTS models, on Riva.<\/li><li>How to deploy a production-level conversational AI application with a Helm chart for scaling in Kubernetes clusters.<\/li><\/ul>","outline":"<p><strong>Introduction<\/strong>\t\n<\/p>\n<ul>\n<li>Meet the instructor.<\/li><li>Create an account at courses.nvidia.com\/join<\/li><\/ul><p><strong>Introduction to Conversational AI<\/strong>\t\n<\/p>\n<ul>\n<li>Explore the conversational AI landscape and gain a deeper understanding of the key components of ASR pipelines:<ul>\n<li>Work through an ASR model example from audio to spectrogram to text.<\/li><li>Explore decoders, customizations, and additional models, including inverse text normalization (ITN), punctuation and capitalization, and language identification.<\/li><li>Deploy Riva ASR.<\/li><\/ul><\/li><\/ul><p><strong>Customized Conversational AI Pipelines<\/strong>\t\n<\/p>\n<ul>\n<li>Explore the key components of the TTS pipeline and full pipeline customizations:<ul>\n<li>Explore the spectrogram generator model and the vocoder model.<\/li><li>Work with text normalization and grapheme to phoneme (G2P) conversion to customize pronunciations.<\/li><li>Deploy a full ASR-NLP-TTS custom pipeline in Riva.<\/li><\/ul><\/li><\/ul><p><strong>Inference and Deployment Challenges<\/strong>\t\n<\/p>\n<ul>\n<li>Explore challenges related to performance, optimization, and scaling in production deployment of conversational AI applications:<ul>\n<li>Gain an understanding of the inference deployment process.<\/li><li>Analyze non-functional requirements and their implications.<\/li><li>Use a Helm chart to deploy a conversational AI application with a Kubernetes cluster.<\/li><\/ul><\/li><\/ul><p><strong>Final Review\t<\/strong>\n<\/p>\n<ul>\n<li>Review key learnings and answer questions.<\/li><li>Complete the assessment and earn a certificate.<\/li><li>Complete the workshop survey.<\/li><li>Learn how to set up your own AI application development environment.<\/li><\/ul>","summary":"<p>Learn to build and deploy a real time telemedicine application with transcription and named entity recognition capabilities.<\/p>\n<p><em>Please note that once a booking has been confirmed, it is non-refundable. This means that after you have confirmed your seat for an event, it cannot be cancelled and no refund will be issued, regardless of attendance.<\/em><\/p>","objective_plain":"- How to customize and deploy ASR and TTS models on Riva.\n- How to build and deploy an end-to-end conversational AI pipeline, including ASR, NLP, and TTS models, on Riva.\n- How to deploy a production-level conversational AI application with a Helm chart for scaling in Kubernetes clusters.","outline_plain":"Introduction\t\n\n\n\n- Meet the instructor.\n- Create an account at courses.nvidia.com\/join\nIntroduction to Conversational AI\t\n\n\n\n- Explore the conversational AI landscape and gain a deeper understanding of the key components of ASR pipelines:\n- Work through an ASR model example from audio to spectrogram to text.\n- Explore decoders, customizations, and additional models, including inverse text normalization (ITN), punctuation and capitalization, and language identification.\n- Deploy Riva ASR.\nCustomized Conversational AI Pipelines\t\n\n\n\n- Explore the key components of the TTS pipeline and full pipeline customizations:\n- Explore the spectrogram generator model and the vocoder model.\n- Work with text normalization and grapheme to phoneme (G2P) conversion to customize pronunciations.\n- Deploy a full ASR-NLP-TTS custom pipeline in Riva.\nInference and Deployment Challenges\t\n\n\n\n- Explore challenges related to performance, optimization, and scaling in production deployment of conversational AI applications:\n- Gain an understanding of the inference deployment process.\n- Analyze non-functional requirements and their implications.\n- Use a Helm chart to deploy a conversational AI application with a Kubernetes cluster.\nFinal Review\t\n\n\n\n- Review key learnings and answer questions.\n- Complete the assessment and earn a certificate.\n- Complete the workshop survey.\n- Learn how to set up your own AI application development environment.","summary_plain":"Learn to build and deploy a real time telemedicine application with transcription and named entity recognition capabilities.\n\nPlease note that once a booking has been confirmed, it is non-refundable. This means that after you have confirmed your seat for an event, it cannot be cancelled and no refund will be issued, regardless of attendance.","skill_level":"Beginner","version":"2.0","duration":{"unit":"d","value":1,"formatted":"1 day"},"pricelist":{"List Price":{"US":{"country":"US","currency":"USD","taxrate":null,"price":500},"DE":{"country":"DE","currency":"EUR","taxrate":19,"price":500},"AT":{"country":"AT","currency":"EUR","taxrate":20,"price":500},"SE":{"country":"SE","currency":"EUR","taxrate":25,"price":500},"SI":{"country":"SI","currency":"EUR","taxrate":20,"price":500},"GB":{"country":"GB","currency":"GBP","taxrate":20,"price":420},"IT":{"country":"IT","currency":"EUR","taxrate":20,"price":500},"CA":{"country":"CA","currency":"CAD","taxrate":null,"price":690}}},"lastchanged":"2025-07-29T12:18:27+02:00","parenturl":"https:\/\/portal.flane.ch\/swisscom\/en\/json-courses","nexturl_course_schedule":"https:\/\/portal.flane.ch\/swisscom\/en\/json-course-schedule\/34494","source_lang":"en","source":"https:\/\/portal.flane.ch\/swisscom\/en\/json-course\/nvidia-bcaa"}}