Deep Learning (Adaptive Computation and Machine Learning series)

Explore the fundamentals of artificial intelligence with Deep Learning (Adaptive Computation and Machine Learning series) by Aaron Courville, Ian Goodfellow, and Yoshua Bengio. This comprehensive paperback offers a rigorous mathematical foundation, covering deep feedforward networks, regularization, optimization algorithms, convolutional networks, recurrent networks, and practical methodology. Learn about sequence modeling, Monte Carlo methods, and Boltzmann machines. Ideal for students, researchers, and practitioners seeking a thorough understanding of deep learning. ISBN: 9798841205937.