{"product_id":"deep-learning-crash-course-for-ai-publishing-9781734790122","title":"Deep Learning Crash Course for Beginners with Python: Theory and Applications of Artificial Neural Networks, CNN, RNN, LSTM and Autoencoders using Ten","description":"\u003cp\u003eArtificial intelligence is the rage today!\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWhile you may find it difficult to understand the most recent advancements in AI, it simply boils down to two most celebrated developments: Machine Learning and Deep Learning. In 2020, Deep Learning is leagues ahead because of its supremacy when it comes to accuracy, especially when trained with enormous amounts of data. Deep Learning, essentially, is a subset of Machine Learning, but it's capable of achieving tremendous power and flexibility. And the era of big data technology presents vast opportunities for incredible innovations in deep learning.\u003c\/p\u003eHow Is This Book Different?\u003cp\u003eThis book gives equal importance to the theoretical as well as practical aspects of deep learning. You will understand how high-performing deep learning algorithms work. In every chapter, the theoretical explanation of the different types of deep learning techniques is followed by practical examples. You will learn how to implement different deep learning techniques using the TensorFlow Keras library for Python. Each chapter contains exercises that you can use to assess your understanding of the concepts explained in that chapter. Also, in the \u003ci\u003eResources\u003c\/i\u003e, the Python notebook for each chapter is provided. The key advantage of buying this book is you get instant access to all the extra content presented with this book-Python codes, references, exercises, and PDFs-on the publisher's website. You don't need to spend an extra cent. The datasets used in this book are either downloaded at runtime or are available in the \u003ci\u003eResources\/Datasets\u003c\/i\u003e folder.\u003c\/p\u003e\u003cp\u003eAnother advantage is a detailed explanation of the installation steps for the software that you will need to implement the various deep learning algorithms in this book is provided. That is, you get to experiment with the practical aspects of Deep Learning right from page 1. Even if you are new to Python, you will find the crash course on Python programming language in the first chapter immensely useful. Since all the codes and datasets are included with this book, you only need access to a computer with the internet to get started. \u003c\/p\u003e\u003cp\u003eThe topics covered include: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ePython Crash Course\u003c\/li\u003e\n\u003cli\u003eDeep Learning Prerequisites: Linear and Logistic Regression\u003c\/li\u003e\n\u003cli\u003eNeural Networks from Scratch in Python\u003c\/li\u003e\n\u003cli\u003eIntroduction to TensorFlow and Keras\u003c\/li\u003e\n\u003cli\u003eConvolutional Neural Networks\u003c\/li\u003e\n\u003cli\u003eSequence Classification with Recurrent Neural Networks\u003c\/li\u003e\n\u003cli\u003eDeep Learning for Natural Language Processing\u003c\/li\u003e\n\u003cli\u003eUnsupervised Learning with Autoencoders\u003c\/li\u003e\n\u003cli\u003eAnswers to All Exercises\u003c\/li\u003e\n\u003c\/ul\u003eClick the BUY button and download the book now to start your Deep Learning journey.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ai Publishing\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1734790121\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781734790122\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e AI Publishing LLC\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 05\/25\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 310\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.65d","brand":"Ai Publishing","offers":[{"title":"Paperback","offer_id":44522627170559,"sku":"9781734790122","price":24.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4393c1bf-40dd-4dd6-b007-5f7106b44045.jpg?v=1700158234","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-crash-course-for-ai-publishing-9781734790122","provider":"WR Book House","version":"1.0","type":"link"}