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[ CourseLala.com ] Linkedin - Azure AI Fundamentals (AI-900) Cert Prep - 4 Natural Language Processing (NLP) Workloads On Azure
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In this course, skilled data scientist and AI engineer Eva Pardi guides you through common features of NLP workloads on Azure, including an overview of the Azure tools and services available, common workload scenarios, and conversational AI solutions using bots and the Azure Bot service. Learn what you need to get started with Natural Language Processing. Go over what responsible AI means, including ethical AI, interpretability techniques, and a text analytical model. Explore cognitive services for speech and translation. Find out about Language Understanding (LUIS) models. Plus, learn about how and where conversational AI can be used. This course maps to the of the "Describe features of Natural Language Processing (NLP) workloads on Azure" domain AI-900 Skills Measured doc.
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/01 - Passing the AI-900 NLP domain.mp4
13.8 MB
~Get Your Files Here !/01 - Introduction/01 - Passing the AI-900 NLP domain.srt
1.4 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
1.3 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
1.5 KB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/01 - Understand Natural Language Processing.mp4
8.5 MB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/01 - Understand Natural Language Processing.srt
8.4 KB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/02 - Support use cases with the Language service.mp4
6.8 MB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/02 - Support use cases with the Language service.srt
6.2 KB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/03 - Determine the language of a text.mp4
21.3 MB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/03 - Determine the language of a text.srt
12.6 KB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/04 - Analyze the sentiment of a text.mp4
13.9 MB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/04 - Analyze the sentiment of a text.srt
6.4 KB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/05 - Extract key phrases from a text.mp4
6.1 MB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/05 - Extract key phrases from a text.srt
2.5 KB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/06 - Identify and categorize entities.mp4
16.9 MB
~Get Your Files Here !/02 - 1. Get Started with Natural Language Processing/06 - Identify and categorize entities.srt
7.7 KB
~Get Your Files Here !/03 - 2. Responsible AI/01 - Understand challenges of ethical AI.mp4
10.9 MB
~Get Your Files Here !/03 - 2. Responsible AI/01 - Understand challenges of ethical AI.srt
11 KB
~Get Your Files Here !/03 - 2. Responsible AI/02 - Building trust and power with interpretability.mp4
5 MB
~Get Your Files Here !/03 - 2. Responsible AI/02 - Building trust and power with interpretability.srt
4.7 KB
~Get Your Files Here !/03 - 2. Responsible AI/03 - Explain text analytical model with InterpretText.mp4
14.9 MB
~Get Your Files Here !/03 - 2. Responsible AI/03 - Explain text analytical model with InterpretText.srt
8.4 KB
~Get Your Files Here !/04 - 3. Cognitive Services Speech/01 - Understand the Speech resource of Cognitive Services.mp4
16.2 MB
~Get Your Files Here !/04 - 3. Cognitive Services Speech/01 - Understand the Speech resource of Cognitive Services.srt
14.5 KB
~Get Your Files Here !/04 - 3. Cognitive Services Speech/02 - Use speech-to-text to support inclusiveness.mp4
10.8 MB
~Get Your Files Here !/04 - 3. Cognitive Services Speech/02 - Use speech-to-text to support inclusiveness.srt
4.8 KB
~Get Your Files Here !/04 - 3. Cognitive Services Speech/03 - Use text-to-speech to support inclusiveness.mp4
14 MB
~Get Your Files Here !/04 - 3. Cognitive Services Speech/03 - Use text-to-speech to support inclusiveness.srt
5.6 KB
~Get Your Files Here !/05 - 4. Cognitive Services Translate/01 - Understand the abilities of the Translate service.mp4
13.8 MB
~Get Your Files Here !/05 - 4. Cognitive Services Translate/01 - Understand the abilities of the Translate service.srt
10.6 KB
~Get Your Files Here !/05 - 4. Cognitive Services Translate/02 - Use the Translate resource on text data.mp4
11.6 MB
~Get Your Files Here !/05 - 4. Cognitive Services Translate/02 - Use the Translate resource on text data.srt
5.8 KB
~Get Your Files Here !/05 - 4. Cognitive Services Translate/03 - Use the Translate resource on audio data.mp4
8.9 MB
~Get Your Files Here !/05 - 4. Cognitive Services Translate/03 - Use the Translate resource on audio data.srt
4 KB
~Get Your Files Here !/06 - 5. Language Understanding Intelligent Service (LUIS)/01 - Getting started with Language Understanding.mp4
15.6 MB
~Get Your Files Here !/06 - 5. Language Understanding Intelligent Service (LUIS)/01 - Getting started with Language Understanding.srt
13.9 KB
~Get Your Files Here !/06 - 5. Language Understanding Intelligent Service (LUIS)/02 - Create and train a Language Understanding model.mp4
23.9 MB
~Get Your Files Here !/06 - 5. Language Understanding Intelligent Service (LUIS)/02 - Create and train a Language Understanding model.srt
12 KB
~Get Your Files Here !/07 - 6. Conversational AI/01 - How and where bots can be used.mp4
11.6 MB
~Get Your Files Here !/07 - 6. Conversational AI/01 - How and where bots can be used.srt
9.6 KB
~Get Your Files Here !/07 - 6. Conversational AI/02 - Understand features of a QnA bot.mp4
6.9 MB
~Get Your Files Here !/07 - 6. Conversational AI/02 - Understand features of a QnA bot.srt
5.8 KB
~Get Your Files Here !/07 - 6. Conversational AI/03 - Create a QnA bot.mp4
20.1 MB
~Get Your Files Here !/07 - 6. Conversational AI/03 - Create a QnA bot.srt
11.4 KB
~Get Your Files Here !/07 - 6. Conversational AI/04 - Get started with the Azure Bot Framework.mp4
8.9 MB
~Get Your Files Here !/07 - 6. Conversational AI/04 - Get started with the Azure Bot Framework.srt
9.1 KB
~Get Your Files Here !/07 - 6. Conversational AI/05 - Create bot with the Bot Framework SDK and the Composer.mp4
26.5 MB
~Get Your Files Here !/07 - 6. Conversational AI/05 - Create bot with the Bot Framework SDK and the Composer.srt
14.2 KB
~Get Your Files Here !/08 - 7. Conclusion/01 - Next steps.mp4
2.7 MB
~Get Your Files Here !/08 - 7. Conclusion/01 - Next steps.srt
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