🤖 AI Learning Hub

Master Generative AI Through Interactive Learning

Welcome to your comprehensive learning platform for Generative AI concepts. Experience dynamic AI personas, interactive visualizations, and hands-on learning that adapts to your skill level. Choose your path and dive deep into the fascinating world of AI.

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Learn Interactively

Engage with Dr. Quantum, your AI research companion, in dynamic learning sessions.

• 10-minute adaptive sessions
• Dynamic AI-generated questions
• Real-time scoring and feedback
• Progressive difficulty adjustment

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Mock Interview

Interview with Dr. Marcus Chen for a Data Scientist role at MarsMart.

• Dynamic AI interviewer persona
• Real-time question generation
• Comprehensive domain coverage
• Intelligent evaluation system

Neural Networks Deep Dive

Master the mathematics and intuition behind modern AI architectures.

• Interactive visualizations
• Mathematical foundations
• CNNs, RNNs, LSTMs & Transformers
• Hands-on demonstrations

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Advanced AI Models

Explore cutting-edge generative models and intelligent agent architectures.

• Variational Autoencoders (VAE)
• Generative Adversarial Networks (GAN)
• GPT & BERT Language Models
• ReAct Agents & Reasoning Systems

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Traditional AI & ML

Master the foundational algorithms that built modern machine learning.

• Logistic Regression & SVM
• Naive Bayes & K-NN
• Ensemble Methods (Random Forest, XGBoost)
• Bagging, Boosting & Stacking

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Statistics in AI

Understand the mathematical foundation powering all AI systems.

• Descriptive & Inferential Statistics
• Probability Theory & Distributions
• Predictive Analytics & Modeling
• Hypothesis Testing & Confidence Intervals