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Mathematical Foundations for Deep Learning

Unlock the power of artificial intelligence with “Mathematical Foundations for Deep Learning” from The Bookish Owl. This essential guide demystifies the core mathematical concepts driving modern AI, making complex topics in linear algebra, calculus, and optimization accessible. Whether you’re a beginner or an expert, this book provides clear explanations, practical examples, and hands-on exercises to help you master deep learning fundamentals. Learn to apply theory using popular frameworks like TensorFlow and PyTorch, and gain the confidence to build and understand sophisticated AI models. Elevate your AI skills and prepare for the future of machine learning with this indispensable resource.

Description

  • ISBN-10: 1032690739
  • ISBN-13: 978-1032690735
  • Edition: 1st
  • Publisher: Chapman & Hall
  • Publication date: 4 August 2025
  • Language: English
  • Dimensions: 17.78 x 2.24 x 25.4 cm
  • Print length: 256 pages