Educational Purpose Disclaimer

All educational materials, courses, and resources provided by Texhard Academy are intended solely for educational and informational purposes. Our machine learning for streaming financial data programs are designed to teach theoretical concepts, analytical techniques, and programming skills rather than provide investment advice or financial guidance.

The content presented in our courses represents educational examples and should not be interpreted as recommendations for actual trading or investment decisions. Students are encouraged to view all materials as learning exercises that help develop technical skills and understanding of data analysis methodologies.

No Investment or Financial Advice

Texhard Academy and its instructors do not provide investment advice, financial planning services, or recommendations regarding the purchase or sale of any financial instruments. Our educational content focuses on technical skill development and should never be construed as professional financial advice.

• We do not recommend specific investments or trading strategies
• Course examples are hypothetical and for learning purposes only
• Students should consult qualified financial advisors for investment decisions
• Past performance examples used in coursework do not predict future results

Accuracy and "As Is" Provision

While we strive to provide accurate and current information in our educational materials, Texhard Academy makes no warranties regarding the completeness, accuracy, or timeliness of content. All information is provided "as is" without express or implied warranties of any kind.

Market data, financial examples, and case studies used in our courses may become outdated or may contain inaccuracies. Students are responsible for independently verifying any information they choose to rely upon for educational or professional purposes.

Limitation of Liability

Texhard Academy, its directors, employees, and affiliated instructors shall not be liable for any direct, indirect, incidental, special, or consequential damages arising from the use of our educational services or materials. This includes but is not limited to:

• Financial losses resulting from application of course concepts
• Career or business decisions made based on course content
• Technical issues or interruptions in online learning platforms
• Misinterpretation or misapplication of educational materials

Students participate in our programs at their own risk and are encouraged to make informed decisions about their learning goals and career objectives.

Professional Advice Limitations

Our instructors and course materials do not constitute professional advice in regulated fields such as financial planning, investment management, or securities trading. Students seeking to work in regulated financial services should obtain appropriate licenses and qualifications from recognized professional bodies.

Career guidance provided through our programs represents general educational information rather than personalized career counseling. Employment outcomes depend on numerous factors including individual effort, market conditions, and personal circumstances that are beyond our control.

Technology and Platform Disclaimers

Our online learning platform and associated technologies are provided on an "as available" basis. While we maintain our systems to provide reliable access to educational content, we cannot guarantee uninterrupted service or compatibility with all devices and software configurations.

Students are responsible for ensuring they have appropriate technology and internet connectivity to participate in our programs. Technical support is provided on a best-effort basis but cannot address all possible hardware or software compatibility issues.

Intellectual Property Notice

All course materials, including video content, written materials, code examples, and datasets, are the intellectual property of Texhard Academy and are provided for educational use by enrolled students only. Unauthorized distribution, reproduction, or commercial use of course materials is prohibited.

Students may use knowledge and skills gained through our programs in their professional work, but may not redistribute or resell course materials or present them as their own original content.