Category: Data Modeling

Azure AI-900 Exam, Data Modeling, Exams of Microsoft

Resumes of Processes – Fundamentals of Natural Language Processing

2024-03-27

Resumes of Processes Recruiters spend a lot of time every day reading through resumes to find the right person for a job. Each resume has the same information, but they are often formatted and printed in different ways. This is a classic example of unstructured data. Recruiting teams can quickly get the most important information […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft, Identifying Faces in a Group, References: Microsoft Learn, Tools for Azure Machine Learning

Speech Synthesis – Fundamentals of Natural Language Processing

2024-01-27

Wendy Bryant

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Speech Synthesis In many ways, voice synthesis is the inverse of speech recognition. It deals with vocalizing data, typically by transforming text into speech. A speech synthesis solution normally requires the following information: To make synthetic speech, the system usually breaks the text into words and gives each word a phonetic sound. The phonetic transcription […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft

What Are the Business Applications of NLP? – Fundamentals of Natural Language Processing

2023-01-09

Wendy Bryant

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What Are the Business Applications of NLP? Businesses use software and tools for natural language processing (NLP) to make tasks easier, automate them, and streamline them in an accurate way. The following are some examples of use cases: Amazon Comprehend and Amazon Lex are two examples of natural language processing (NLP) technologies that marketing firms […]

Data Modeling, Exams of Microsoft, Identifying Faces in a Group

Getting Started with Azure Cognitive Services – Computer Vision

2022-12-07

Wendy Bryant

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Getting Started with Azure Cognitive Services Azure Cognitive Services are cloud-based artificial intelligence (AI) services that help developers add cognitive intelligence to their apps without having to know much about AI or data science. Azure Cognitive Services offer a set of machine learning–based APIs that are already built and hosted in Azure. These APIs are […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft, References: Microsoft Learn

Azure Cognitive Services – Computer Vision

2022-11-02

Wendy Bryant

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Azure Cognitive Services Speech, language, vision, decision, and OpenAI services are the five most important types of Azure Cognitive Services. In the following section, we will take a deep look into each of these categories. Speech Speech services allow users to make applications that recognize speech. People who have dealt with Dragon NaturallySpeaking, Windows Speech […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft, Tools for Azure Machine Learning

Decision – Computer Vision

2022-10-04

Wendy Bryant

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Decision This service helps developers add recommendations for users to refer to when making decisions. With this availability, a user can make much better decisions. The following are the types of decision-making services Azure provides: OpenAI Service This service is for anything that has to do with understanding or making code from natural language. You […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft, Identifying Faces in a Group, References: Microsoft Learn, Tools for Azure Machine Learning

Create Computer Vision Resource – Computer Vision

2022-06-23

Wendy Bryant

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Create Computer Vision ResourceIn this section, you will learn how to create a computer vision resource using the Azure portal, and after the computer vision service instance is created, you will copy the key and endpoint and save them for later use. Figure 4-1Finding the Computer Vision service Figure 4-2Select region, resource name, and pricing […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft

Describe the Image – Computer Vision

2022-06-05

Wendy Bryant

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Describe the Image The confidence score for each feature and the set of tags in each image are used to figure out what an image is about. These descriptions can be used in special cases, such as when an image doesn’t load soon enough on social media or when intricate details of an image are […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft

References: Microsoft Learn – Machine Learning Fundamental Concepts

2022-01-25

Wendy Bryant

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References: Microsoft LearnI firmly believe that the chapter would have prepared you for your AI-900 certification. Before we move on to the next chapter and learn more about computer vision, I strongly suggest that you go through the various modules of Azure AI Fundamentals: Explore visual tools for machine learning in Microsoft Learn, using the […]

Azure AI-900 Exam, Data Modeling, Exams of Microsoft, Identifying Faces in a Group

What Is Automated Machine Learning? – Machine Learning Fundamental Concepts

2021-10-01

Wendy Bryant

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What Is Automated Machine Learning? Using automated machine learning, models can be easily created with no coding required. The most complicated models are hard to make, but they are useful for figuring out how well a standard model works for the first time or comparing different models. You have complete control over the primary metric, […]