Disclaimer, Independence, and Site Operation Notice

The content made available on this website is provided for informational and educational purposes only. The Content Author does not make any representation or warranty regarding the accuracy, applicability, fitness, completeness, performance, effectiveness, or suitability of the content for any specific purpose.

The content is provided "as is" and without warranties of any kind. The Content Author and Site Maintainer disclaim any liability to any party for any direct, indirect, implied, punitive, special, incidental, consequential, or other damages arising directly or indirectly from the use of the content, examples, code, videos, downloads, linked sites, or other materials made available through this website.

Personal Capacity and Independence

The views, thoughts, examples, explanations, and opinions expressed on this website belong solely to the Content Author in a personal capacity. They do not represent the positions, strategies, policies, opinions, or practices of the Content Author's current employer, any previous employers, or any organization, committee, group, client, or individual with whom the Content Author is or has been affiliated.

All educational content is produced independently, on the Content Author's personal time. It is not created as part of, or within the scope of, employment with any current or previous employer. No employer resources, systems, accounts, tools, data, documents, specifications, deliverables, source code, internal materials, confidential information, or non-public information are used in creating or publishing content on this website.

Like any professional, the Content Author's teaching may naturally be informed by general knowledge, skills, and experience accumulated over a career. However, no proprietary, confidential, client-specific, employer-specific, or non-public material from any current or previous employer is reproduced, referenced, disclosed, or used on this website.

Any examples, datasets, code, forms, scenarios, derivations, workflows, and case discussions are created for educational purposes using publicly available standards, public documentation, open-source resources, generic industry practice, and fabricated teaching examples. Where a topic is inspired by a real-world professional learning experience, the example presented here is generalized and reconstructed for teaching purposes only. Specific identifiers, study details, client details, employer details, data values, timelines, and operational facts are fictionalized or omitted and do not reflect any actual study, client, employer, project, or deliverable.

Distinction Between Content Author and Site Maintainer

This website may involve separate responsibilities for content creation and website operation.

The Content Author is generally responsible for creating educational content such as code examples, explanations, articles, lessons, and recorded videos.

The Site Maintainer or Site Operator is responsible for technical and operational activities such as website hosting, domain management, storage, access control, account administration, maintenance, technical support, platform availability, and the systems used to provide access to educational materials and website resources.

Access to certain educational materials, recordings, downloads, member areas, or other website resources, if any, may be subject to registration, account-based access, restricted availability, or other access arrangements administered by the Site Maintainer or Site Operator. Any such arrangements exist to support the operation, maintenance, hosting, storage, technical infrastructure, tools, and content-delivery environment required to keep the website and learning materials available.

The Content Author's role is limited to the creation of educational content. The Content Author is not responsible for, and does not control, website operations, account administration, access management, technical infrastructure, platform administration, or other operational activities associated with providing access to website resources.

The existence of restricted-access materials, recordings, member areas, registrations, or other access arrangements, if any, should not be understood as implying any endorsement, sponsorship, review, approval, involvement, affiliation, authorization, or benefit by any current or previous employer of the Content Author or Site Maintainer. Nothing made available through this website constitutes employer-sponsored training, employer-endorsed services, consulting on behalf of any employer, or services provided within the scope of the Content Author's employment with any current or previous employer.

Restricted Access and Site Maintenance

Certain educational materials, recorded sessions, downloads, member areas, or other website resources, if any, may be made available through restricted-access, registration-based, access-controlled, or similar arrangements.

Any such restricted-access arrangements are administered by the Site Maintainer / Site Operator for website operation, maintenance, hosting, storage, bandwidth, access-control systems, technical infrastructure, platform tools, communication systems, and the general content-delivery environment required to keep the website and educational resources available.

Where any support is received in connection with access to website resources, such support is handled by the Site Maintainer / Site Operator as a site-maintenance and access-management mechanism. It should not be understood as consulting, professional services, paid training, commercial representation, employment-related services, or any form of service engagement by the Content Author.

The Content Author's role is limited to creating educational content such as code examples, explanations, articles, lessons, and recorded videos. The Content Author is not responsible for, and does not control, restricted-access arrangements, user registration, access approval, access removal, account administration, technical support, hosting, storage, platform administration, access-related processing, or other operational activities associated with the website.

For avoidance of doubt, access to website materials should not be viewed as engaging the Content Author for consulting, professional advice, employer-related services, client-specific assistance, project support, customized deliverables, or paid professional training.

Access to website materials does not create a consultant-client, trainer-trainee, advisor-user, employment, agency, partnership, or professional-services relationship with the Content Author.

The existence of any restricted-access material, recorded session, member area, registration system, access arrangement, or site-support mechanism does not imply that the Content Author's current employer, previous employers, clients, professional affiliations, committees, groups, or organizations have sponsored, endorsed, reviewed, approved, authorized, funded, operated, or benefited from this website or its content.

No restricted-access arrangement grants access to any employer-owned, client-specific, confidential, proprietary, internal, or non-public material. All publicly available and restricted-access educational materials remain subject to the same independence, confidentiality, educational-use, and no-professional-advice limitations described in this disclaimer.

No Professional, Legal, Regulatory, or Employment Advice

The content on this website is educational in nature and should not be treated as professional, legal, regulatory, compliance, employment, or consulting advice. Users are responsible for applying their own judgment and for seeking appropriate professional guidance where required.

Third-Party Standards, Software, and Trademarks

This website may refer to publicly available standards, documentation, software, tools, product names, and third-party resources for educational purposes. Such references are for explanation and learning only and do not imply ownership, sponsorship, endorsement, certification, partnership, or affiliation unless explicitly stated.

SAS and all other SAS Institute Inc. product or service names are registered trademarks or trademarks of SAS Institute Inc., Cary, NC, USA. Other brand and product names are trademarks or registered trademarks of their respective owners.

Availability of Website

While reasonable efforts are made to keep the website available, there may be times when the website, recordings, downloads, account-access systems, registration systems, or other features are unavailable due to maintenance, technical issues, hosting limitations, storage limitations, third-party service issues, or other unforeseen circumstances.