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learn-pr/cela-accessibility/develop-keyboard-accessible-products/includes/2-keyboard-navigation.md

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Keyboard accessibility is crucial for creating inclusive digital experiences that accommodate a wide range of users. It allows individuals who cannot use a mouse effectively to navigate and utilize websites and applications. While graphical user interfaces have made computing more intuitive for users who can see and control a mouse, they can be challenging for those with limited mobility or visual impairments. Many of these users can operate a keyboard, enabling them to interact with technology and complete tasks independently. By supporting keyboard navigation, we enhance the user experience for people with disabilities and also cater to users who prefer keyboard navigation for its efficiency and speed.
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Keyboard accessibility greatly enhances the user experience by enabling smoother navigation, better focus management, clear visual indicators, and making digital products more seamless and enjoyable. Additionally, there are important legal and ethical considerations. Many countries have regulations that require digital products to be accessible. Ensuring keyboard accessibility helps organizations comply with these laws, avoid legal issues, and show a commitment to inclusivity. By prioritizing keyboard accessibility, you ensure a wider range of people can use your websites and applications.
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Keyboard accessibility greatly enhances the user experience by enabling smoother navigation, better focus management, clear visual indicators, and making digital products more seamless and enjoyable. Additionally, there are important legal and ethical considerations. Many countries/regions have regulations that require digital products to be accessible. Ensuring keyboard accessibility helps organizations comply with these laws, avoid legal issues, and show a commitment to inclusivity. By prioritizing keyboard accessibility, you ensure a wider range of people can use your websites and applications.
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## Key terms and concepts
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learn-pr/cela-accessibility/web-accessibility-principles-guidelines/includes/2-web-accessibility-standards-and-principles.md

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Let's look at three examples of other standards or laws that incorporate the Web Content Accessibility Guidelines (WCAG):
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- **EN 301 549** is a European standard for the accessibility of information and communication technologies like websites, software, and hardware. It sets public procurement requirements in Europe and has been adopted as a procurement standard in many non-European countries. EN 301 549 is also expected to set the compliance bar for the European Accessibility Act (EAA), a law that sets accessibility requirements for many products and services offered in the European Union as of June 28, 2025. The current version of EN 301 549 incorporates WCAG 2.1 level AA.
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- **EN 301 549** is a European standard for the accessibility of information and communication technologies like websites, software, and hardware. It sets public procurement requirements in Europe and has been adopted as a procurement standard in many non-European countries and regions. EN 301 549 is also expected to set the compliance bar for the European Accessibility Act (EAA), a law that sets accessibility requirements for many products and services offered in the European Union as of June 28, 2025. The current version of EN 301 549 incorporates WCAG 2.1 level AA.
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- **Section 508 of the Rehabilitation Act** is a law in the United States that requires federal agencies to ensure their electronic and information technology is accessible to people with disabilities. A federal agency called the United States Access Board creates specific regulations explaining what Section 508 requires. Those regulations incorporate WCAG 2.0 level AA as the standard for web accessibility.
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learn-pr/entra-external-identities/includes/10-validate-attributes-collected-during-sign-up.md

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## Exercise - Validate attributes collected during sign-up
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The custom authentication extension supports the [on attribute collection submit](/entra/identity-platform/custom-extension-attribute-collection?context=%2Fentra%2Fexternal-id%2Fcustomers%2Fcontext%2Fcustomers-context&tabs=start-continue%2Csubmit-continue) event. This event allows you to perform validation on attributes collected from the user during sign-up. For our groceries website, we'll validate the **City** name against a list of **countries** compiled in the custom authentication extension REST API. Also, if the city contains **block**, Microsoft Entra External ID will show a **block page**. If the city contains **modify**, Microsoft Entra External ID will modify some of the attributes (display name and city.)
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The custom authentication extension supports the [on attribute collection submit](/entra/identity-platform/custom-extension-attribute-collection?context=%2Fentra%2Fexternal-id%2Fcustomers%2Fcontext%2Fcustomers-context&tabs=start-continue%2Csubmit-continue) event. This event allows you to perform validation on attributes collected from the user during sign-up. For our groceries website, we'll validate the **City** name against a list of **countries/regions** compiled in the custom authentication extension REST API. Also, if the city contains **block**, Microsoft Entra External ID will show a **block page**. If the city contains **modify**, Microsoft Entra External ID will modify some of the attributes (display name and city.)
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> [!NOTE]
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> You'll need at least the [Authentication Extensibility Administrator](/entra/identity/role-based-access-control/permissions-reference#authentication-extensibility-administrator) directory role to configure validation of attributes collected during sign-up.

learn-pr/github/responsible-ai-with-github-copilot/includes/3-six-principles-of-responsible-ai.md

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- AI systems work well for diverse users and groups. They don't disadvantage some people.
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- AI systems are accessible. Anyone can use AI systems easily, regardless of physical or mental abilities.
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- AI systems are available worldwide, even in developing countries. AI systems can't exclude certain geographies.
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- AI systems are available worldwide, even in developing countries/regions. AI systems can't exclude certain geographies.
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- People from different backgrounds and communities provide input into the development of AI systems.
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- AI systems allow all users to benefit equally from their capabilities. They must empower everyone.
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learn-pr/philanthropies/implement-ai-tools-into-training-environment/includes/1-introduction.md

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AI has emerged as a game changer offering innovative and interactive tools that are reshaping the training landscape. This module is an introductory guide to the benefits of integrating the latest AI tools into your training environment, highlighting how they can enhance creativity, productivity, and skills. You'll discover how AI tools not only can help in streamlining operations, but also promote learning engagement, leading to deeper cognitive engagement and higher-level learning outcomes.
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For example, an organization recently implemented AI into its training program. The organization uses AI-powered tools like Microsoft's Reading Coach to provide personalized language training to its beneficiaries across different countries. This tool offers interactive activities and exercises tailored to each learner's proficiency level, helping them improve their language skills in an engaging way. The organization also understands there are limitations to AI, such as data accuracy and understanding context created by an AI system, so the organization ensures that all beneficiaries are aware of these aspects. This real-life example demonstrates an organization that understands the capabilities and limitations of AI in a training environment.
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For example, an organization recently implemented AI into its training program. The organization uses AI-powered tools like Microsoft's Reading Coach to provide personalized language training to its beneficiaries across different countries/regions. This tool offers interactive activities and exercises tailored to each learner's proficiency level, helping them improve their language skills in an engaging way. The organization also understands there are limitations to AI, such as data accuracy and understanding context created by an AI system, so the organization ensures that all beneficiaries are aware of these aspects. This real-life example demonstrates an organization that understands the capabilities and limitations of AI in a training environment.

learn-pr/reactors/pandas-data-science/includes/3-data-structures-dataframes.md

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As with `Series`, `DataFrames` also automatically order indices (in this case, the column indices *Area* and *Population*).
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So far, you've combined dictionaries together to compose a `DataFrame` (which has given our `DataFrame` a row-centric feel), but you can also create `DataFrames` in a column-wise fashion. Consider adding a *Capital* column by using our reliable old array-analog, a list:
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So far, you've combined dictionaries together to compose a `DataFrame` (which has given our `DataFrame` a row-centric feel), but you can also create `DataFrames` in a column-wise fashion. Consider adding a *Capital/Major City* column by using our reliable old array-analog, a list:
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```python
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countries['Capital/Major City'] = ['Tirana', 'Paris', 'Berlin', 'Tokyo', 'Moscow']

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