Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
612-822-4611

  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Explorations Numerical Analysis & Machine Learn with Julia

Explorations Numerical Analysis & Machine Learn with Julia

Lambers James

Paperback

General ComputersGeneral Mathematics

ISBN10: 9819819482
ISBN13: 9789819819485
Publisher: World Scientific Publishing Company
Published: Dec 5 2025
Pages: 876
Weight: 3.05
Height: 1.51 Width: 6.41 Depth: 9.61
Language: English

The textbook is an expansion of Explorations in Numerical Analysis that includes new chapters covering topics from machine learning. It is intended for advanced undergraduate and early graduate students, with a focus on the connections between numerical analysis and machine learning.

Topics covered include computer arithmetic, error analysis, solution of systems of linear equations by direct and iterative methods, least squares problems, eigenvalue problems, nonlinear equations, optimization, polynomial interpolation and approximation, numerical differentiation and integration, ordinary differential equations, partial differential equations, machine learning, classification, regression, and neural networks.

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