Machine Learning and Numerical Computing: Flux.jl, Differential Equations, and High-Performance Computing (Julia Programming A to Z)

L, Machine; Stovari, Alec

ISBN 13: 9798283083544

Published by Independently published, 2025

About this Item

Print on Demand.

Seller Inventory # I-9798283083544

Bibliographic Details

• Title: Machine Learning and Numerical Computing: Flux.jl, Differential Equations, and High-Performance Computing (Julia Programming A to Z)
• Publisher: Independently published
• Publication Date: 2025
• Language: English
• ISBN 13: 9798283083544
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Julia is revolutionizing scientific ML, and this book is your golden ticket. Master:

🤖 Deep Learning – Build neural networks with Flux.jl (like PyTorch, but faster).
📉 Optimization – Solve real-world problems with JuMP and convex optimization.
🔬 Differential Equations – Model physics, biology, and finance with DifferentialEquations.jl.
⚡ HPC Tricks – Speed up simulations with multithreading, GPUs, and distributed computing.