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Your learning progress on essential AI coding knowledge.

Apply what you've learned with these interactive coding exercises.

Implement Fair Coin from a Biased Coin

Regression Tree Implementation with MSE-based Splitting

Sparse Matrix-Vector Multiplication (CSR vs COO)

Decision Path Extraction and Feature Contribution Tracking for Model Interpretation

Implement Training Data Iterator with Class Balancing

Optimized Correlation Matrix Computation

Implement Numerically Stable Descriptive Statistics

Implement Backward Pass for Tensor Operations