{"product_id":"deep-learning-for-dummies-isbn-9781119543046","title":"Deep Learning For Dummies","description":"\u003cp\u003e\u003cb\u003eTake a deep dive into deep learning\u003c\/b\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eDeep learning provides the means for discerning patterns in the data that drive online business and social media outlets. \u003ci\u003eDeep Learning for Dummies\u003c\/i\u003e gives you the information you need to take the mystery out of the topic—and all of the underlying technologies associated with it.    \u003c\/p\u003e \u003cp\u003eIn no time, you’ll make sense of those increasingly confusing algorithms, and find a simple and safe environment to experiment with deep learning. The book develops a sense of precisely what deep learning can do at a high level and then provides examples of the major deep learning application types.\u003c\/p\u003e \u003cul\u003e \u003cli\u003eIncludes sample code\u003c\/li\u003e \u003cli\u003eProvides real-world examples within the approachable text\u003c\/li\u003e \u003cli\u003eOffers hands-on activities to make learning easier\u003c\/li\u003e \u003cli\u003eShows you how to use Deep Learning more effectively with the right tools\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThis book is perfect for those who want to better understand the basis of the underlying technologies that we use each and every day.  \u003c\/p\u003e \u003cp\u003eIntroduction 1\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 1: Discovering Deep Learning 7\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 1: Introducing Deep Learning 9\u003c\/p\u003e \u003cp\u003eChapter 2: Introducing the Machine Learning Principles 25\u003c\/p\u003e \u003cp\u003eChapter 3: Getting and Using Python 45\u003c\/p\u003e \u003cp\u003eChapter 4: Leveraging a Deep Learning Framework 73\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 2: Considering Deep Learning Basics 91\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 5: Reviewing Matrix Math and Optimization 93\u003c\/p\u003e \u003cp\u003eChapter 6: Laying Linear Regression Foundations 111\u003c\/p\u003e \u003cp\u003eChapter 7: Introducing Neural Networks 131\u003c\/p\u003e \u003cp\u003eChapter 8: Building a Basic Neural Network 149\u003c\/p\u003e \u003cp\u003eChapter 9: Moving to Deep Learning 163\u003c\/p\u003e \u003cp\u003eChapter 10: Explaining Convolutional Neural Networks 179\u003c\/p\u003e \u003cp\u003eChapter 11: Introducing Recurrent Neural Networks 201\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 3: Interacting with Deep Learning 215\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 12: Performing Image Classification 217\u003c\/p\u003e \u003cp\u003eChapter 13: Learning Advanced CNNs 233\u003c\/p\u003e \u003cp\u003eChapter 14: Working on Language Processing 251\u003c\/p\u003e \u003cp\u003eChapter 15: Generating Music and Visual Art 269\u003c\/p\u003e \u003cp\u003eChapter 16: Building Generative Adversarial Networks 279\u003c\/p\u003e \u003cp\u003eChapter 17: Playing with Deep Reinforcement Learning 293\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 4: The Part of Tens 307\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eChapter 18: Ten Applications that Require Deep Learning 309\u003c\/p\u003e \u003cp\u003eChapter 19: Ten Must-Have Deep Learning Tools 317\u003c\/p\u003e \u003cp\u003eChapter 20: Ten Types of Occupations that Use Deep Learning 327\u003c\/p\u003e \u003cp\u003eIndex 335\u003c\/p\u003e  \u003cp\u003e\u003cb\u003eJohn Paul Mueller\u003c\/b\u003e is the author of over 100 books including \u003ci\u003eAI for Dummies, Python for Data Science for Dummies, Machine Learning for Dummies,\u003c\/i\u003e and \u003ci\u003e Algorithms for Dummies\u003c\/i\u003e. \u003cb\u003eLuca Massaron\u003c\/b\u003e is a data scientist who interprets big data and transforms it into smart data by means of the simplest and most effective data mining and machine learning techniques. He is a Google Developer Expert (GDE) in machine learning.   \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn how deep learning is an essential technology\u003c\/li\u003e \u003cli\u003eExperiment with deep learning in a Python environment\u003c\/li\u003e \u003cli\u003eSee examples of major deep learning application types\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cb\u003eDive deep into deep learning \u003c\/b\u003e \u003c\/p\u003e\u003cp\u003eDeep learning provides the means for discerning patterns in the data that drive online business, medicine, research, social media outlets, and many elements of daily life. This book gives you the information you need to take the mystery out of the topic—and all of the underlying technologies associated with it.??In no time, you'll make sense of those increasingly confusing algorithms, and find a simple and safe environment to experiment with deep learning. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside...\u003c\/b\u003e \u003c\/p\u003e\u003cul\u003e \u003cli\u003eCreate examples using   TensorFlow and Keras\u003c\/li\u003e \u003cli\u003eBenefit from hands-on activities  to make learning easier\u003c\/li\u003e \u003cli\u003eUse deep learning more effectively with the right tools\u003c\/li\u003e \u003cli\u003eMake sense of complex algorithms\u003c\/li\u003e \u003c\/ul\u003e","brand":"For Dummies","offers":[{"title":"Default Title","offer_id":47989032976613,"sku":"NP9781119543046","price":34.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9781119543046.jpg?v=1761782519","url":"https:\/\/k12savings.com\/es\/products\/deep-learning-for-dummies-isbn-9781119543046","provider":"K12savings","version":"1.0","type":"link"}