Machine Learning and Numerical Computing: Flux.jl, Differential Equations, and High-Performance Computing: 4 (Julia Programming A to Z) - Softcover

L, Machine; Stovari, Alec

Softcover

ISBN 13: 9798283083544

Publisher: Independently published, 2025

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.

Edition details

• Publisher: Independently published
• Publication date: 2025
• Language: English
• ISBN 13: 9798283083544
• Binding: Paperback
• Number of pages: 150