Category: Tools for Azure Machine Learning

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

Stages of Natural Language Processing (NLP) – Fundamentals of Natural Language Processing

2024-07-27

Stages of Natural Language Processing (NLP) The field of natural language processing (NLP) is a mix of computational linguistics, computer science, and artificial intelligence. Three steps may be identified in the process. In the basic text NLP, users enter a sentence or a paragraph, and the NLP can perform the work. The primary challenge is […]

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, Exams of Microsoft, Tools for Azure Machine Learning

Understanding of Optical Character Reader – Computer Vision

2023-03-03

Wendy Bryant

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Understanding of Optical Character Reader It is not a secret that images contain text. Some are more important than others. Images might contain brand names, traffic signs, instructions, letters, invoices, bank statements, or even those notes taken on a whiteboard during a crucial meeting. To read all these texts from all these images, whatever the […]

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, Exams of Microsoft, Identifying Faces in a Group, Tools for Azure Machine Learning

Object Detection – Computer Vision

2022-08-27

Wendy Bryant

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Object Detection Object detection is the process of finding and separating real-world objects in a picture or video. This technique can find a human face, flowers, cars, etc., out of an image of any given size. Object detection depends a lot on derived features and learning algorithms because it needs to work in real time […]

Azure AI-900 Exam, Exams of Microsoft, References: Microsoft Learn, Tools for Azure Machine Learning

Detecting Object – Computer Vision

2022-07-15

Wendy Bryant

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Detecting Object We can use this API to detect an object, record its coordinates, and scan for any more instances of the same object. For instance, for an image containing objects like cats, dogs, etc., the Detect API will return a list of objects that are similar, along with their coordinates in the image. This […]

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, Exams of Microsoft, Tools for Azure Machine Learning

Exploration – Machine Learning Fundamental Concepts

2022-02-25

Wendy Bryant

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ExplorationThe “Usage + Quotas” section of the ML workspace shows the dedicated core usage as shown in Figure 3-39. Figure 3-39Exploring usage + quota Delete ResourcesTo avoid any charges, it is critical to delete the resources once the ML model is no longer needed. Figure 3-40 shows Delete button to delete the ML model. Figure […]

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

Tools for Azure Machine Learning – Machine Learning Fundamental Concepts

2021-11-02

Wendy Bryant

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Tools for Azure Machine Learning Azure Machine Learning offers various tools to build your ML solutions. Anyone on an ML team can use their preferred tools to get the job done. Azure Machine Learning Studio The Microsoft Azure Machine Learning Studio is the main place where machine learning services in the Microsoft Azure Cloud are […]

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

Model Evaluation Metrics – Machine Learning Fundamental Concepts

2021-05-23

Wendy Bryant

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Model Evaluation Metrics Model evaluation is the process of figuring out how well a machine learning model works and what its strengths and weaknesses are by using different evaluation metrics. Since the results are one of the most important parts of any model, we should always look at them after each testing cycle. From our […]