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&nbsp;

<section class="hero-section">
<h1 class="hero-title">Redefining Scientific Imagination</h1>
<h2 class="hero-sub">Ignite your future academic potential, fueled by your curiosity.</h2>
</section>
<div style="padding: 0 8%;"><section class="system-section">
<div class="system-text">
<h2>Systematic Research Training System</h2>
Based on real scientific research processes, building a complete path from "topic selection, literature review, method design, experimental verification" to "paper publication".

</div>
<div class="system-image">
<div class="research-roadmap">
<div class="step-box">
<h4>Topic Selection & Literature</h4>
Discover areas of interest, complete core literature reviews, and conduct gap analysis.

</div>
<div class="step-box">
<h4>Methodology Construction</h4>
Determine the technical route and select the optimal mathematical model.

</div>
<div class="step-box">
<h4>Data & Experiments</h4>
Conduct laboratory operations or data scraping to verify research hypotheses.

</div>
<div class="step-box">
<h4>Paper Drafting</h4>
Polish academic English and design high-quality charts and graphs.

</div>
</div>
</div>
</section><section class="highlights-section">
<h2 class="section-title">Immersive Research Advantages</h2>
<div class="highlights">
<div class="h-card">
<h3>Inquiry-Based Research Path</h3>
Transition from learning thinking to research thinking, mastering fundamental academic logic.

</div>
<div class="h-card">
<h3>Tailored to Individual Needs</h3>
Respecting interests, customizing unique topics, and matching with the most suitable mentors globally.

</div>
<div class="h-card">
<h3>Mentorship Guidance</h3>
Hands-on teaching of academic "internal skills" to help produce high-level academic papers.

</div>
<div class="h-card">
<h3>Digital Portfolio</h3>
Build an exclusive achievement library, turning research accumulation into visual competitiveness.

</div>
</div>
</section>
<div class="filter-bar">
<h3 style="font-size: 24px;">Academic Topic Resource Library</h3>
<div class="tags"><button class="tag active" data-filter="all">All</button>
<button class="tag" data-filter="ai">AI / CV / NLP</button>
<button class="tag" data-filter="business">Finance / Business / Decision</button>
<button class="tag" data-filter="science">STEM / Medicine / Applied</button></div>
</div>
<div id="courseGrid" class="course-grid">
<div class="c-card" data-cat="business">
<div class="c-header grad-biz">
<div class="en-title">House Price Prediction</div>
<div class="methods">Linear Regression, Random Forest, XGBoost</div>
<span class="c-tag-label">Finance & Business</span>

</div>
<div class="c-info">
<div class="c-title">Comparative Study of House Price Prediction Models</div>
<div class="c-innovation">Innovation: Model Comparison + Feature Importance Analysis</div>
<div class="c-footer">Journal: Applied Sciences, IEEE Access</div>
</div>
</div>
<div class="c-card" data-cat="business">
<div class="c-header grad-biz">
<div class="en-title">Credit Card Fraud Detection</div>
<div class="methods">Logistic Regression, SMOTE, XGBoost</div>
<span class="c-tag-label">Finance & Business</span>

</div>
<div class="c-info">
<div class="c-title">Credit Card Fraud Detection Study</div>
<div class="c-innovation">Innovation: Imbalanced Data Processing Techniques</div>
<div class="c-footer">Journal: Expert Systems with Applications</div>
</div>
</div>
<div class="c-card" data-cat="ai">
<div class="c-header grad-ai">
<div class="en-title">Garbage Classification</div>
<div class="methods">CNN, ResNet</div>
<span class="c-tag-label">Artificial Intelligence</span>

</div>
<div class="c-info">
<div class="c-title">Garbage Classification Image Recognition and Optimization</div>
<div class="c-innovation">Innovation: Data Augmentation & Model Optimization</div>
<div class="c-footer">Journal: Journal of Imaging</div>
</div>
</div>
<div class="c-card" data-cat="ai">
<div class="c-header grad-ai">
<div class="en-title">Fake News Detection</div>
<div class="methods">TF-IDF, BERT</div>
<span class="c-tag-label">Artificial Intelligence</span>

</div>
<div class="c-info">
<div class="c-title">Automated Fake News Detection on Social Media</div>
<div class="c-innovation">Innovation: Traditional Machine Learning vs. Deep Learning Comparison</div>
<div class="c-footer">Journal: IEEE Access</div>
</div>
</div>
<div class="c-card" data-cat="business">
<div class="c-header grad-biz">
<div class="en-title">Customer Churn Prediction</div>
<div class="methods">XGBoost</div>
<span class="c-tag-label">Business Decision</span>

</div>
<div class="c-info">
<div class="c-title">Customer Churn Prediction Based on Telecom Data</div>
<div class="c-innovation">Innovation: SHAP Interpretability Analysis</div>
<div class="c-footer">Journal: Decision Support Systems</div>
</div>
</div>
<div class="c-card" data-cat="science">
<div class="c-header grad-sci">
<div class="en-title">Medical Disease Prediction</div>
<div class="methods">Random Forest</div>
<span class="c-tag-label">Medical Application</span>

</div>
<div class="c-info">
<div class="c-title">Medical Disease Risk Prediction Model Study</div>
<div class="c-innovation">Innovation: Interpretable AI Based on Medical Background</div>
<div class="c-footer">Journal: BMC Medical Informatics</div>
</div>
</div>
<div class="c-card" data-cat="ai">
<div class="c-header grad-ai">
<div class="en-title">AI Text Detection</div>
<div class="methods">BERT</div>
<span class="c-tag-label">Artificial Intelligence</span>

</div>
<div class="c-info">
<div class="c-title">AI-Generated Text Detection and Recognition Technology</div>
<div class="c-innovation">Innovation: Recognition Optimization for LLMs like ChatGPT</div>
<div class="c-footer">Journal: IEEE Access</div>
</div>
</div>
<div class="c-card" data-cat="business">
<div class="c-header grad-biz">
<div class="en-title">Stock Market Prediction</div>
<div class="methods">LSTM, ARIMA</div>
<span class="c-tag-label">Finance & Business</span>

</div>
<div class="c-info">
<div class="c-title">Stock Trend Prediction Based on Deep Learning</div>
<div class="c-innovation">Innovation: Comparative Study of Time Series Models</div>
<div class="c-footer">Journal: Physica A</div>
</div>
</div>
<div class="c-card" data-cat="ai">
<div class="c-header grad-ai">
<div class="en-title">Emotion Recognition</div>
<div class="methods">CNN</div>
<span class="c-tag-label">Artificial Intelligence</span>

</div>
<div class="c-info">
<div class="c-title">Emotion Recognition Based on Facial Expressions</div>
<div class="c-innovation">Innovation: Robustness Analysis in Multiple Application Scenarios</div>
<div class="c-footer">Journal: Pattern Recognition Letters</div>
</div>
</div>
<div class="c-card" data-cat="business">
<div class="c-header grad-biz">
<div class="en-title">Recommendation System</div>
<div class="methods">Collaborative Filtering</div>
<span class="c-tag-label">Business Decision</span>

</div>
<div class="c-info">
<div class="c-title">Personalized Movie/E-commerce Recommendation System Study</div>
<div class="c-innovation">Innovation: Cold Start Problem & Personalized Optimization</div>
<div class="c-footer">Journal: Information Sciences</div>
</div>
</div>
</div>
</div>
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