{"product_id":"elements-of-deep-learning-benyamin-ghojogh-ebook","title":"Elements of Deep Learning","description":"\u003cp\u003eChapter 1: Introduction.- Part 1: Fundamentals of Deep Learning.- Chapter 2: Feed-forward Neural Network.- Chapter 3: Regularization.- Chapter 4: Convolutional Networks.- Chapter 5: Restricted Boltzmann Machine (RBM) and deep belief network.- Part 2: Sequence Modeling.- Chapter 6: RNN and LSTM.- Chapter 7: Attention Mechanism, Transformers, BERT, and GPT.- Chapter 8: Large Language Models.- Part 3: Generative Models.- Chapter 9: Variational Models.- Chapter 10: Generative Moment Matching.- Chapter 11: Generative Adversarial Networks.- Chapter 12: Diffusion Models.- Part 4: Emerging Topics in Deep Learning.- Chapter 13: Graph Neural Networks.- Chapter 14: Deep Reinforcement Learning.- Chapter 15: Few-shot Learning and Meta-learning.- Chapter 16: Network Compression.- Chapter 17: Federated Learning.- Chapter 18: Explainable AI.- Chapter 19: Self-supervised Learning.- Part 5: Theory of Neural Networks.- Chapter 20: Theory of Neural Networks.- Part 6: Deep Learning in Practice.- Chapter 21: Deep Learning Tuning.\u003c\/p\u003e","brand":"Benyamin Ghojogh","offers":[{"title":"Default Title","offer_id":53875491963207,"sku":"9783032107381","price":117.69,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/elements-of-deep-learning-ebook-cover.webp?v=1778184838","url":"https:\/\/www.cinebuch.de\/products\/elements-of-deep-learning-benyamin-ghojogh-ebook","provider":"CineBuch","version":"1.0","type":"link"}