Legal Disclaimer

Educational Purpose Only

All materials provided by devcore-castflux are strictly for educational and informational purposes. Our courses, tutorials, documentation, and related content aim to teach concepts, methodologies, and techniques in financial data modeling using machine learning technologies.

The information presented should not be construed as financial advice, investment recommendations, or professional consulting services. We teach skills and knowledge—not investment strategies or guaranteed financial outcomes.

No Warranties or Guarantees

devcore-castflux provides all educational content "as is" without warranties of any kind, either express or implied. We make no guarantees regarding:

• The accuracy, completeness, or timeliness of information presented in our courses
• The suitability of our educational materials for specific purposes or career outcomes
• Uninterrupted access to online platforms or learning management systems
• Employment opportunities, income levels, or career advancement resulting from program completion
• Specific learning outcomes or skill acquisition rates for individual students

Financial markets and machine learning technologies evolve rapidly. While we strive to keep content current, some information may become outdated between course updates. Students should supplement their learning with current industry research and professional development.

Limitation of Liability

To the maximum extent permitted by applicable law, devcore-castflux, its instructors, employees, and partners shall not be liable for any direct, indirect, incidental, consequential, or punitive damages arising from:

1. Use or inability to use our educational materials, platforms, or services
2. Application of knowledge or techniques learned in our programs to real-world situations
3. Financial losses resulting from investment or business decisions made after completing our courses
4. Technical issues, data loss, or service interruptions affecting access to learning materials
5. Errors, omissions, or inaccuracies in course content, examples, or documentation
6. Third-party content, tools, or platforms referenced or integrated into our curriculum

This limitation applies regardless of the legal theory under which such liability may be asserted, including breach of contract, tort, negligence, or any other theory.

Professional Advice Disclaimer

devcore-castflux instructors and content creators are educators, not licensed financial advisors, investment professionals, or certified financial planners. Our role is to teach technical skills and theoretical knowledge.

Before making any financial decisions, investment choices, or significant business moves based on concepts learned in our programs, you should consult with qualified professionals such as:

• Licensed financial advisors or certified financial planners
• Certified public accountants or tax professionals
• Legal counsel familiar with securities and financial regulations
• Industry specialists relevant to your specific situation

The educational context of our programs does not create an advisory relationship between devcore-castflux and students. We teach methodology and technical implementation—not personalized financial planning.

Third-Party Content and Tools

Our curriculum may reference or incorporate third-party software libraries, datasets, APIs, platforms, or external resources. devcore-castflux does not control these external resources and cannot guarantee their continued availability, accuracy, or functionality.

Students using third-party tools or platforms do so at their own risk and should review the terms of service, privacy policies, and licensing agreements of those providers. We are not responsible for changes to third-party services that may affect course content or project requirements.

Forward-Looking Statements

Course materials may contain discussions of industry trends, emerging technologies, potential applications, or future developments in financial technology and machine learning. These forward-looking statements are based on current information and reasonable assumptions but should not be relied upon as predictions or guarantees.

Actual industry developments, technological advances, regulatory changes, and market conditions may differ materially from those discussed in educational content. Students should approach such information as educational context rather than actionable forecasts.

Regulatory Compliance Notice

Students working with financial data, building trading systems, or developing financial applications must understand and comply with applicable regulations in their jurisdictions. This may include securities laws, data protection requirements, financial services regulations, and industry-specific compliance obligations.

devcore-castflux provides technical education but does not offer legal or regulatory compliance advice. Students are responsible for ensuring their projects and professional activities comply with all relevant laws and regulations in Vietnam and any other applicable jurisdictions.

Changes to This Disclaimer

devcore-castflux reserves the right to modify this disclaimer at any time to reflect changes in our educational offerings, legal requirements, or operational practices. Material changes will be communicated to active students through our learning platform or via email.

Continued use of our services after disclaimer updates constitutes acceptance of the revised terms. We encourage students to review this document periodically, especially before enrolling in new programs or accessing updated course materials.