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Introduction to AI technology

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 Future of Artificial Intelligence As humans, we have always been fascinated by technological changes and fiction, right now, we are living amidst the greatest advancements in our history. Artificial Intelligence has emerged to be the next big thing in the field of technology. Organizations across the world are coming up with breakthrough innovations in artificial intelligence and machine learning. Artificial intelligence is not only impacting the future of every industry and every human being but has also acted as the main driver of emerging technologies like big data, robotics and IoT. Considering its growth rate, it will continue to act as a technological innovator for the foreseeable future. Hence, there are immense opportunities for trained and certified professionals to enter a rewarding career. As these technologies continue to grow, they will have more and more impact on the social setting and quality of life. Getting certified in AI will give you an edge over the other aspiran
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Identify guiding principles for responsible AI

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 Introduction The societal implications of AI and the responsibility of organizations to anticipate and mitigate unintended consequences of AI technology are significant. Considering this responsibility, organizations are finding the need to create internal policies and practices to guide their AI efforts, whether they are deploying third-party AI solutions or developing their own. As the use of AI increases across the private and public sectors, it is essential that we continue to foster open dialogue among businesses, governments, Non-Governmental Organizations (NGOs), academic researchers, and all other interested individuals and organizations. Organizations that embrace AI early have an important role to play in promoting the responsible use of AI and preparing society for its impacts. Their firsthand experience in dealing with the ethical challenges of AI will be crucial knowledge for later adopters and those individuals who are trying to study or regulate AI technology. AI is the
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Principles of cloud computing and deployment

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 Introduction  Dynamics 365’s customer engagement applications are customer focused business applications that are built on the Microsoft Power Platform. They are designed to help organizations more effectively engage their customers. The sales and marketing applications help identify sales prospects and turn them into long lasting relationships. Our service focused applications help your organization service your customers, whether you have a call center, service center, or are providing service in the field. Dynamics 365 customer engagement applications ensure that you have the tools necessary to fully engage your customers across all aspects of your business.Microsoft business applications are intelligent solutions that supply a comprehensive view of an organization’s business. These solutions include the Microsoft Dynamics 365 products that are connected by data and intelligence and are supported by Microsoft Power Platform.   Dynamics 365 revolutionizes CRM and ERP by applying int
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Manage Dynamics 365 model-driven app settings and security

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Introduction   Proper controls on access to data are a vital part of any business. When you understand the security architecture of Dynamics 365 model-driven applications, you can more easily customize security to fit the requirements of your business. Security in Dynamics 365 is based on security roles, which are created within business units. A Business unit is all or part of an organization. A security role is a collection of privileges and access levels defined by entity. Privileges allow users in a role to take actions on records in an entity. Access levels determine the scope of entities and records a user can take actions on, from most restrictive to least restrictive. Every user must: Be assigned to just one business unit. Have at least one security role to be able to log in. Privileges A privilege is a permission to perform an action in Dynamics 365. Power Apps and model-driven apps use different record-level privileges that determine the level of access a user has to a specif
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Get started with AI Builder Text recognition

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Introduction  AI Builder Text recognition is a prebuilt AI model that extracts lines of text from documents and images. AI models usually require that you provide samples of data to train before you are able to perform predictions. You can pretrain prebuilt models by using a set of samples that are provided by Microsoft so they are instantly ready for use in predictions. When you are predicting, AI Builder Text recognition will try to identify printed or handwritten text in images or documents, with help from Azure Computer Vision OCR service technology. Thus far, only English texts are supported, and the text is extracted from JPG, PNG, BMP, TIFF images, and PDF.AI Builder Text recognition provides makers with Optical Character Recognition (OCR) capabilities. Being fully integrated with the rest of the business platform means that you can automate a wide range of scenarios that are currently only achieved with human intervention. First scenario category: Assisted typing Front line wo
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Get Started in Form Processing in AI Builder

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  Introduction Form processing lets you read and save information from standard documents such as invoices or tax documents. When you automate this process, you can save valuable time by reviewing, extracting, organizing, and saving the data automatically by using Power Automate and Power Apps. Train your model and define the information to be extracted from your forms. You only need five form documents to get started. Quickly get accurate results tailored to your specific content. With AI Builder, you don't need a lot of manual intervention or data science expertise. Create your first model The following procedures will show you how to create a Form processing model in AI Builder. This guided experience will walk through each step of the model creation process. You can save your work and return at any time. Progress will be saved automatically when you go between steps. Sign in to AI Builder Follow these steps to sign in to AI Builder: 1. Go to Power Automate or Power Apps and sig
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Understand the importance of building an AI-ready culture

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  Introduction- Artificial Intelligence helps organizations transform digitally by creating new experiences infused with capabilities to make them smart, fast and helpful. To harness this potential, organizations must be ready to create, own and operate AI-based systems. A successful AI strategy must consider cultural issues as well as business ones. Becoming an AI-ready organization requires a fundamental transformation in how you do things, how employees relate to each other, what skills they have, and what processes and principles guide your behaviors.A successful AI strategy must consider cultural issues as well as business issues. Becoming an AI-ready organization requires a fundamental transformation in how you do things, how employees relate to each other, what skills they have, and what processes and principles guide your behaviors. This transformation goes to the core of an organization's culture, and it's vital for organizations to tackle such transformation with a ho
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