Alexander J. Smola - Böcker
Visar alla böcker från författaren Alexander J. Smola. Handla med fri frakt och snabb leverans.
6 produkter
6 produkter
130 kr
Tillfälligt slut
760 kr
Skickas inom 3-6 vardagar
Learning with Kernels
Support Vector Machines, Regularization, Optimization, and Beyond
Häftad, Engelska, 2018
1 287 kr
Skickas inom 5-8 vardagar
331 kr
Skickas inom 7-10 vardagar
Deep learning has revolutionized pattern recognition, introducing tools that power a wide range of technologies in such diverse fields as computer vision, natural language processing, and automatic speech recognition. Applying deep learning requires you to simultaneously understand how to cast a problem, the basic mathematics of modeling, the algorithms for fitting your models to data, and the engineering techniques to implement it all. This book is a comprehensive resource that makes deep learning approachable, while still providing sufficient technical depth to enable engineers, scientists, and students to use deep learning in their own work. No previous background in machine learning or deep learning is required-every concept is explained from scratch and the appendix provides a refresher on the mathematics needed. Runnable code is featured throughout, allowing you to develop your own intuition by putting key ideas into practice.
Advanced Lectures on Machine Learning
Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002, Revised Lectures
Häftad, Engelska, 2003
482 kr
Skickas inom 10-15 vardagar
This book presents revised reviewed versions of lectures given during the Machine Learning Summer School held in Canberra, Australia, in February 2002. The lectures address the following key topics in algorithmic learning: statistical learning theory, kernel methods, boosting, reinforcement learning, theory learning, association rule learning, and learning linear classifier systems. Thus, the book is well balanced between classical topics and new approaches in machine learning. Advanced students and lecturers will find this book a coherent in-depth overview of this exciting area, while researchers will use this book as a valuable source of reference.
653 kr
Skickas inom 5-8 vardagar