From the course: Microsoft Azure AI Essentials: Workloads and Machine Learning on Azure
The essentials of Azure AI
From the course: Microsoft Azure AI Essentials: Workloads and Machine Learning on Azure
The essentials of Azure AI
- AI is transforming industries, creating new career paths, and changing the way businesses operate worldwide. If you want to be part of this exciting shift, you are in the right place. In this course, you'll get hands on with Azure AI and see real work examples of how these technologies are making an impact. We'll also dive into Responsible AI, discussing Microsoft's six core principles and how you can apply them in your projects. I'm Ziggy Zulueta, a Microsoft AI MVP, technical consultant, and Microsoft certified trainer. Let's dive in and unlock the power of AI together.
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Contents
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Overview of machine learning2m 48s
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Types of machine learning4m 2s
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Understanding regression4m 21s
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Binary classification4m 1s
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Multiclass classification2m 51s
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Understanding clustering3m 23s
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Neural networks and deep learning2m 59s
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Azure machine learning capabilities1m 47s
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Practical application of machine learning in business2m 27s
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Creating an Azure machine learning resource2m 55s
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Azure machine learning demo7m 7s
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Overview of computer vision1m 53s
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Deep learning for computer vision4m 20s
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Introduction to Azure AI Vision2m 55s
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Introduction to Azure AI Custom Vision1m 38s
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Introduction to facial analysis and Azure AI Face2m 31s
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Practical application of computer vision in business3m 6s
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Creating an Azure AI Vision, Custom Vision, and Face resource2m 58s
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Azure AI Vision demo3m 33s
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Azure AI Custom Vision demo2m 46s
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Overview of natural language processing2m 24s
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Introduction to Azure AI Language3m 40s
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Introduction to Azure AI Translator2m 7s
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Understanding speech recognition and synthesis1m 38s
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Introduction to Azure AI Speech3m 20s
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Practical application of natural language processing in business2m 52s
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Creating an Azure AI Language and Azure AI Speech resource2m 1s
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Azure AI Language demo3m 31s
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Azure AI Speech demo4m 6s
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Overview of document intelligence2m 23s
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Azure AI Document Intelligence3m 3s
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Introduction to Azure AI Content Safety2m 54s
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Understanding knowledge mining and the elements of a search solution3m 47s
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Introduction to Azure AI Search2m 19s
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Practical application of these technologies in business3m 13s
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Azure AI Document Intelligence demo2m 50s
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Azure AI Content Safety demo3m 31s
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Azure AI Search demo4m 6s
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Overview of generative AI2m 40s
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Traditional model development vs. foundation models4m 16s
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Token, embeddings, transformer model3m 19s
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Using language models: LLM vs. SLM2m 30s
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Improving your prompts4m 4s
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Introduction to Microsoft Copilot3m 25s
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Customizing language models2m 51s
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Introduction to Azure AI Foundry2m 35s
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Introduction to Azure OpenAI1m 29s
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Practical application of generative AI in business3m 34s
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Azure AI Foundry demo4m 5s
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