MarkZZZAI · DS · OR Knowledge Base
From optimization theory to deep learning — master the full decision science stack
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Theory + Code
Mathematical proofs alongside runnable Python implementations
Browser IDE
Edit and run optimization code directly — no install needed
Research Depth
From LP duality to stochastic programming — publication-grade rigor
Bilingual
Full Chinese & English content with seamless language switching
Knowledge Tree
From optimization foundations to cutting-edge AI — click any node to start learning
10+
Courses
80+
Chapters
2
Languages
∞
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PythonGurobiNumPySciPyPyomoPyTorchPandasCVXPYScikit-learnMatplotlibTensorFlowOR-ToolsLinear ProgrammingMIPStochasticRobustConvexNeural NetworksPythonGurobiNumPySciPyPyomoPyTorchPandasCVXPYScikit-learnMatplotlibTensorFlowOR-ToolsLinear ProgrammingMIPStochasticRobustConvexNeural Networks
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MarkZZZ20XX
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pkzyq1994@gmail.com
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