{"id":20649,"date":"2021-12-03T08:35:22","date_gmt":"2021-12-03T08:35:22","guid":{"rendered":"https:\/\/ctraining.co.il\/?post_type=course&#038;p=20649"},"modified":"2026-03-12T14:21:48","modified_gmt":"2026-03-12T14:21:48","slug":"microsoft-azure-ai-fundamentals-course","status":"publish","type":"course","link":"https:\/\/ctraining.co.il\/en\/course\/microsoft-azure-ai-fundamentals-course\/","title":{"rendered":"Microsoft Azure AI Fundamentals Course"},"content":{"rendered":"<h2>About this course<\/h2>\n<p>This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them. The course is designed as a blended learning experience that combines instructor-led training with online materials on the Microsoft Learn platform (https:\/\/azure.com\/learn). The hands-on exercises in the course are based on Learn modules, and students are encouraged to use the content on Learn as reference materials to reinforce what they learn in the class and to explore topics in more depth.<\/p>\n<h2>Audience Profile<\/h2>\n<p>The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don\u2019t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.<\/p>\n<h2>At Course Completion<\/h2>\n<p>After completing this course, you will be able to:<\/p>\n<p>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Describe Artificial Intelligence workloads and considerations<\/p>\n<p>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Describe fundamental principles of machine learning on Azure<\/p>\n<p>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Describe features of computer vision workloads on Azure<\/p>\n<p>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Describe features of Natural Language Processing (NLP) workloads on Azure<\/p>\n<p>\u00b7\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Describe features of conversational AI workloads on Azure<\/p>\n<h2>Course Outline<\/h2>\n<p><span style=\"color: #000000;\"><strong>Module 1: <\/strong><strong>Get started with AI on Azure<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">With AI, we can build solutions that seemed like science fiction a short time ago; enabling incredible advances in health care, financial management, environmental protection, and other areas to make a better world for everyone.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Introduction to AI<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding Machine Learning<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding anomaly detection<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding computer vision<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding natural language processing<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding knowledge mining<\/span><\/li>\n<li><span style=\"color: #000000;\">Challenges and risks with AI<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">In this module, you&#8217;ll learn about the kinds of solution AI can make possible and considerations for responsible AI practices.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 2: <\/strong><strong>Use Automated Machine Learning in Azure Machine Learning<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Introduction to Machine Learning<\/span><\/li>\n<li><span style=\"color: #000000;\">Azure Machine Learning<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding the AutoML process<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore Automated Machine Learning in Azure ML<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the automated machine learning user interface in Azure Machine Learning<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 3: <\/strong><strong>Create a regression model with Azure Machine Learning designer<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Regression is a supervised machine learning technique used to predict numeric values. Learn how to create regression models using Azure Machine Learning designer.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Identify regression machine learning scenarios.<\/span><\/li>\n<li><span style=\"color: #000000;\">Repetition on Azure Machine Learning<\/span><\/li>\n<li><span style=\"color: #000000;\">Understanding steps for regression<\/span><\/li>\n<\/ul>\n<ul>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore regression with Azure Machine Learning designer.<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to train and publish a regression model with Azure Machine Learning designer.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 4: <\/strong><strong>Create a classification model with Azure Machine Learning designer<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Classification is a supervised machine learning technique used to predict categories or\u00a0<em>classes<\/em>. Learn how to create classification models using Azure Machine Learning designer.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Identify classification machine learning scenarios<\/span><\/li>\n<li><span style=\"color: #000000;\">Repetition on Azure Machine Learning<\/span><\/li>\n<li><span style=\"color: #000000;\">Understand steps for classification<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore classification with Azure Machine Learning designer<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Module 5: <\/strong><strong>Create a clustering model with Azure Machine Learning designer<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u00a0Clustering is an unsupervised machine learning technique used to group similar entities based on their features. Learn how to create clustering models using Azure Machine Learning designer.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Identify clustering machine learning scenarios<\/span><\/li>\n<li><span style=\"color: #000000;\">Repetition on Azure Machine Learning<\/span><\/li>\n<li><span style=\"color: #000000;\">Understand steps for clustering<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore clustering with Azure Machine Learning designer<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Train and publish a clustering model with Azure Machine Learning designer<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 6: <\/strong><strong>Analyze images with the Computer Vision service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">The Computer Vision service enables software engineers to create intelligent solutions that extract information from images; a common task in many artificial intelligence (AI) scenarios.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\"><a style=\"color: #000000;\" href=\"https:\/\/learn.microsoft.com\/en-us\/training\/modules\/create-classification-model-azure-machine-learning-designer\/classification-scenarios\">Get<\/a> started with image analysis on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore Computer Vision<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the Computer Vision cognitive service to analyze images.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 7:<\/strong> <strong>Classify images with the Custom Vision service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Image classification is a common workload in artificial intelligence (AI) applications. It harnesses the predictive power of machine learning to enable AI systems to identify real-world items based on images.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Understanding classification<\/span><\/li>\n<li><span style=\"color: #000000;\">Get started with image classification on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore image classification<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the Custom Vision service to create an image classification solution.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 8: <\/strong><strong>Detect objects in images with the Custom Vision service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Object detection is a form of computer vision in which artificial intelligence (AI) agents can identify and locate specific types of object in an image or camera feed.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">What is object detection?<\/span><\/li>\n<li><span style=\"color: #000000;\">Get started with object detection on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore object detection<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the Custom Vision service to create an object detection solution.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 9: <\/strong><strong>Detect and analyse faces with the Face service<\/strong> <strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Face detection, analysis, and recognition are important capabilities for artificial intelligence (AI) solutions. The Face cognitive service in Azure makes it easy integrate these capabilities into your applications.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get started with Face analysis on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore face detection<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the Face cognitive service to detect and analyze faces in images.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 10: <\/strong><strong>Read text with the Computer Vision service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Optical character recognition (OCR) enables artificial intelligence (AI) systems to read text in images, enabling applications to extract information from photographs, scanned documents, and other sources of digitized text.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get started with read API on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore optical character recognition with the Read API<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to read text in images with the Computer Vision service<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 11: <\/strong><strong>Analyze receipts with the Form Recognizer service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">\u00a0Processing invoices and receipts is a common task in many business scenarios. Increasingly, organizations are turning to artificial intelligence (AI) to automate data extraction from scanned receipts.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get started with receipt analysis on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore form recognition<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the built-in receipt processing capabilities of the Form Recognizer service<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 12: <\/strong><strong>Analyze text with the Language service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Explore text mining and text analysis with the Language service&#8217;s Natural Language Processing (NLP) features, which include sentiment analysis, key phrase extraction, named entity recognition, and language detection.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get started with text analysis<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore text analytics<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to use the Language service for text analysis<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 13: <\/strong><strong>Recognize and synthesize speech<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Learn how to recognize and synthesize speech by using Azure Cognitive Services.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get started with Speech on Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore speech<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">In this module you will:<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Learn about speech recognition and synthesis<\/span><\/li>\n<li><span style=\"color: #000000;\">Learn how to use the Speech cognitive service in Azure<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Module 14: <\/strong><strong>Translate text and speech<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Automated translation capabilities in an AI solution enable closer collaboration by removing language barriers.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>\u00a0Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get started with translation in Azure<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore translation<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">After completing this module, you will be able to perform text and speech translation using Azure Cognitive Services.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Module 15: <\/strong><strong>Create a language model with Conversational Language Understanding<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">In this module, we&#8217;ll introduce you to Conversational Language Understanding, and show how to create applications that understand language.<strong> Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Getting started with Conversational Language Understanding<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore language understanding<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">In this module, you&#8217;ll:<\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Learn what Conversational Language Understanding is.<\/span><\/li>\n<li><span style=\"color: #000000;\">Learn about key features, such as intents and utterances.<\/span><\/li>\n<li><span style=\"color: #000000;\">Build and publish a natural-language machine-learning model.<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Module 16: <\/strong><strong>Build a bot with the Language Service and Azure Bot Service<\/strong><strong>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">Bots are a popular way to provide support through multiple communication channels. This module describes how to use a knowledge base and Azure Bot Service to create a bot that answers user questions.<\/span><\/p>\n<p><span style=\"color: #000000;\"><strong>Lesson<\/strong><\/span><\/p>\n<ul>\n<li><span style=\"color: #000000;\">Get Started with the language service and Azure Bot service.<\/span><\/li>\n<li><span style=\"color: #000000;\">Exercise &#8211; Explore question answering<\/span><\/li>\n<\/ul>\n<p><span style=\"color: #000000;\"><strong>Learning objectives<\/strong><\/span><\/p>\n<p><span style=\"color: #000000;\">After completing this module, you&#8217;ll be able to create a knowledge base with an Azure Bot Service bot.<\/span><\/p>\n<h2>Prerequisites<\/h2>\n<p>Prerequisite certification is not required before taking this course. Successful Azure AI Fundamental students start with some basic awareness of computing and internet concepts, and an interest in using Azure AI services.<\/p>\n<p>Specifically:<\/p>\n<ul>\n<li>Experience using computers and the internet.<\/li>\n<li>Interest in use cases for AI applications and machine learning models.<\/li>\n<li>A willingness to learn through hands-on exploration.<\/li>\n<\/ul>\n<p><a role=\"button\">\u00a0<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.<\/p>\n","protected":false},"featured_media":47143,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"tags":[4337,4390,4393,4392,4291,4292,4287,4290,5565],"coursetype":[1428],"product":[5149],"audience":[],"class_list":["post-20649","course","type-course","status-publish","has-post-thumbnail","hentry","tag-900-en","tag-ai-en","tag-ai-900-en","tag-ai-900t00-ac-en","tag-azure-fundamentals-en","tag-fundamentals-en","tag-microsoft-azure-en","tag-microsoft-azure-fundamentals-en","tag-security-en","coursetype-microsoft","product-azure-courses-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/course\/20649","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/course"}],"about":[{"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/types\/course"}],"version-history":[{"count":0,"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/course\/20649\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/media\/47143"}],"wp:attachment":[{"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/media?parent=20649"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/tags?post=20649"},{"taxonomy":"coursetype","embeddable":true,"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/coursetype?post=20649"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/product?post=20649"},{"taxonomy":"audience","embeddable":true,"href":"https:\/\/ctraining.co.il\/en\/wp-json\/wp\/v2\/audience?post=20649"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}