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Machine L

Machine L book subjects

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Machine L's Featured Books

Advanced Quantum Mechanics: Symmetries, Perturbations & Scattering

Advanced Quantum Mechanics:...

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Optimization and Stochastic Computing: Gradient Descent/Newton Methods, Monte Carlo (MCMC/Variance Reduction), and Parallel/GPU Acceleration (CUDA/MPI)

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Integral Calculus: Antiderivatives, Riemann Sums, Fundamental Theorem of Calculus, Integration Techniques, Area, Volume, and Physics Applications

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Beyond ML: Reinforcement Learning, AI Ethics, Explainability (SHAP/LIME), and Emerging Trends

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Advanced ML Systems: Hyperparameter Tuning, Distributed Computing (Spark.NET), and Model Optimization

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Quantum Field Theory II: Interactions, Gauge Theories & Beyond

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Newtonian Mechanics: Vectors, kinematics, forces; calculus in motion

Newtonian Mechanics: Vectors,...

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Differential Equations: ODEs (Runge-Kutta/Stiff Systems), BVPs (Shooting Method), and PDEs (Finite Differences for Heat/Wave/Poisson Equations)

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Mastering Rust: Web Development, Compiler Internals, Advanced Types, and Large-Scale Architectures

Mastering Rust: Web...

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Finite Element Method: Theory (Weak Forms/Galerkin), Meshing (Triangulation/Adaptive Refinement), and Applications (Elasticity/Fluid Dynamics/Electromagnetics)

Finite Element Method: Theory...

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Foundations of Quantum Mechanics: From Classical to Wave Mechanics

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Advanced Strategic Interactions: Repeated, Bayesian, and Evolutionary Games (Finitely/infinitely repeated games, Folk Theorems, Bayesian Nash Equilibrium, signaling, evolutionary stable strategies)

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Differential Equations Unlocked: A Step-by-Step Journey from ODEs to PDEs

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Infinite Series, Parametric Equations, and Polar Calculus: Convergence Tests, Taylor Series, Parametric Equations, Polar Coordinates, and Their Calculus

Infinite Series, Parametric...

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Core Quantum Mechanics: Formal Structure & 3D Systems

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Rust Foundations: Syntax, Ownership, Data Structures, Error Handling, and Module Systems

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Quantum Field Theory I: Free Fields & Path Integrals

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Expert PHP: Multithreading, Extensions, and Low-Level Performance

Expert PHP: Multithreading,...

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Core Numerical Methods: Linear Systems (LU/QR/Cholesky), Iterative Solvers (Jacobi/CG/GMRES), Interpolation (Splines/Chebyshev), and Root-Finding (Newton/Broyden)

Core Numerical Methods:...

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Applied Rust: Embedded Development, WebAssembly, Networking, and CLI Tool Building

Applied Rust: Embedded...

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Oscillations & Central Forces: SHM, Kepler's Laws & Intro to Lagrangians

Oscillations & Central Forces...

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Cooperative Game Theory and Mechanism Design: (Shapley value, the Core, Nash bargaining, mechanism design, auctions, matching markets, incentive compatibility)

Cooperative Game Theory and...

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Advanced Classical Mechanics: Fields, Symmetry, and Relativity, Continuum mechanics (fluids, elasticity), Noether's theorem and conservation laws, Relativistic mechanics (Lorentz transformations)

Advanced Classical Mechanics:...

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Matrix Computations and Spectral Methods: Eigenvalue Algorithms (QR/Lanczos), SVD (PCA/Low-Rank Approximations), and Structured Matrices (Toeplitz/Circulant)

Matrix Computations and...

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