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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, Exams of Microsoft, References: Microsoft Learn

Core NLP Responsibilities – Fundamentals of Natural Language Processing

2024-06-27

Wendy Bryant

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Core NLP Responsibilities Text analysis and entity recognition, sentiment analysis, audio recognition and synthesis, machine translation, and semantic language modeling are some of the most crucial things that NLP performs. You will comprehend each of these fundamental NLP duties in the following area. Text Analysis and Entity Recognition Text analysis is the process of looking […]

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

Entity Recognition – Fundamentals of Natural Language Processing

2024-05-27

Wendy Bryant

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Entity Recognition A company, for example, could use AI to look at articles in industry magazines to find ones that talk about their products or executives or to figure out what each article is really about. Named entity recognition (NER) automatically finds and classifies named entities in a document. Names, organizations, locations, dates, amounts, monetary […]

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

Resumes of Processes – Fundamentals of Natural Language Processing

2024-03-27

Wendy Bryant

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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, Exams of Microsoft

Indeterminate Sentiment – Fundamentals of Natural Language Processing

2024-02-27

Wendy Bryant

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Indeterminate Sentiment The score of 0.5 could mean that the text in question is vague and enigmatic. It shows that the text doesn’t have enough conviction in a certain tone and needs more clarity. Other times, a 0.5 could mean that the text wasn’t even written in the target language. For example, if you chose […]

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, Identifying Faces in a Group

Getting Started with Natural Language Processing – Fundamentals of Natural Language Processing

2023-11-22

Wendy Bryant

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Getting Started with Natural Language Processing In this section, you will learn about natural language processing fundamentals such as what it is, business applications of NLP, how it works, stages of natural language processing, and core NLP responsibilities. What Is Natural Language Processing? Natural language processing (NLP) is a type of artificial intelligence (AI) that […]

Azure AI-900 Exam, Exams of Microsoft

Add and Explore a Dataset – Machine Learning Fundamental Concepts

2023-06-17

Wendy Bryant

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Add and Explore a Dataset Figure 3-14Adding a dataset 3. Right-click (Ctrl+click on a Mac) the Automobile price data (Raw) dataset on the canvas as shown in Figure 3-15 and click “Preview data.” Figure 3-15Preview data Figure 3-16Observing the distribution of various columns Close the Automobile price data (Raw) result visualization window so that you […]

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

Identifying Faces in a Group – Computer Vision

2023-04-02

Wendy Bryant

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Identifying Faces in a Group Social media sites can figure out who owns an account by comparing the faces in a group and picking the one that looks most like the person in question. Identifying Similar Faces With this service, we can find a whole person with the same face or just a face that […]

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 […]