Udemy
[2026] Machine Learning: Natural Language Processing (V2)
Artificial Intelligence · Data Science · Development
Library / Artificial Intelligence
On Udemy
AI-102 Microsoft Azure AI Engineer Associate is designed for professionals who want to demonstrate their skills in designing and implementing AI solutions using Microsoft Azure services. This certification focuses on the practical application of AI and machine learning workloads on Azure, including natural language processing, computer vision, knowledge mining, and conversational AI. It is ideal for individuals who work closely with data scientists, data engineers, and other stakeholders to develop scalable AI solutions.
Candidates preparing for the AI-102 exam must have a strong understanding of cognitive services, Azure Machine Learning, and the use of REST APIs and SDKs. The certification tests a professional’s ability to analyze requirements for AI solutions, recommend appropriate tools and technologies, and implement secure and responsible AI models that align with business objectives. Knowledge of the Azure AI portfolio and its capabilities is crucial for passing the exam and applying the knowledge in real-world scenarios.
One of the key areas covered in the AI-102 exam is natural language processing, which includes text analytics, language understanding (LUIS), and QnA Maker. Professionals must be adept at designing and deploying solutions that interpret and respond to human language effectively. This includes the use of Azure services to build language models and bots that enhance user interaction and automate workflows in various applications.
Another important domain is computer vision, which involves extracting information from images and video. Candidates are expected to understand how to use Azure’s Computer Vision and Custom Vision services to analyze visual data, classify images, detect objects, and read text within images. These skills are essential for building intelligent applications in areas such as healthcare, retail, and security that rely on image and video analysis.
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Udemy: 2026-11-07 · Coursera: 2026-11-07 · O'Reilly: 2026-11-07 · 365 Data Science: 2026-11-07
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