Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python

ₔ Free Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python ₳ ePUB Author Antonio Gulli ⃘ ₔ Free Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python ₳ ePUB Author Antonio Gulli ⃘ Key FeaturesImplement various deep learning algorithms in Keras and see how deep learning can be used in gamesSee how various deep learning models and practical use cases can be implemented using KerasA practical, hands on guide with real world examples to give you a strong foundation in KerasBook DescriptionThis book starts by introducing you to supervised learning algorithms such as simple linear regression, the classical multilayer perceptron and sophisticated deep convolutional networks You will also explore image processing with recognition of hand written digit images, classification of images into different categories, and advanced objects recognition with related image annotations An example of identification of salient points for face detection is also provided Next you will be introduced to Recurrent Networks, which are optimized for processing sequence data such as text, audio or time series Following that, you will learn about unsupervised learning algorithms such as Autoencoders and the very popular Generative Adversarial Networks GAN You will also explore non traditional uses of neural networks as Style Transfer.Finally, you will look at Reinforcement Learning and its application to AI game playing, another popular direction of research and application of neural networks.What you will learnOptimize step by step functions on a large neural network using the Backpropagation AlgorithmFine tune a neural network to improve the quality of resultsUse deep learning for image and audio processingUse Recursive Neural Tensor Networks RNTNs to outperform standard word embedding in special casesIdentify problems for which Recurrent Neural Network RNN solutions are suitableExplore the process required to implement AutoencodersEvolve a deep neural network using reinforcement learningWho This Book Is ForIf you re a data scientist with experience in machine learning or an AI programmer with some exposure to neural networks, you will find this book a useful entry point to deep learning with Keras A knowledge of Python is required for this book.Table of ContentsNeural Networks FoundationsKeras Installation and APIDeep Learning with ConvNetsGenerative Adversarial Networks and WaveNetWord EmbeddingsRecurrent Neural Networks RNNsAdditional Deep Learning ModelsAI Game PlayingAntonio GulliAntonio Gulli is a software executive and business leader with a passion for establishing and managing global technological talent, innovation, and execution He is an expert in search engines, online services, machine learning, information retrieval, analytics, and cloud computing So far, he has been lucky enough to gain professional experience in four different countries in Europe and managed people in six different countries in Europe and America Antonio served as CEO, GM, CTO, VP, director, and site lead in multiple fields spanning from publishing Elsevier to consumer internet Ask and Tiscali and high tech R D Microsoft and Google. Deep learning Wikipedia Deep also known as deep structured or hierarchical is part of a broader family machine methods based on Learning with Python Towards Data Science The main reason behind the idea that, artificial intelligence should draw inspiration from brain This perspective gave rise to Neural Home deeplearning superpower With it you can make computer see, synthesize novel art, translate languages, render medical diagnosis, build pieces car What Is How It Works, technique that teaches computers learn by example Learn about MATLAB examples and tools Manning Python clearest explanation I have come acrossit was joy read Keras PACKT Books Get grips basics implement fast efficient models Machine Mastery subfield concerned algorithms inspired structure function called neural Tensorflow Course BDU free TensorFlow course provides solid introduction use analyze unstructured data in DataCamp most exciting capabilities diverse areas like robotics, natural language processing, image NVIDIA Developer subset AI uses multi layered networks deliver state art accuracy tasks such object MIT Technology Review massive amounts computational power, machines now recognize objects speech real time Artificial Udacity one fastest growing fields out there, represents its true bleeding edge Coursera deeplearning If want break into AI, this Specialization will help do so highly sought after skills Neural Networks Learning online book teach networks, beautiful biologically programming paradigm which Why Suddenly Changing Your are electrifying computing industry soon transform corporate America Chapter In last chapter we learned often much harder train than shallow That s unfortunate, since good The Difference Between Learning, and learning, terms used interchangeably But they not same things Incio Book Book Em Portugus, Online e Gratuito Nos acompanhe nesta incrvel jornada Sero mais de captulos, publicados no formato posts lanados Deep Implementing deep power Antonio Gulli, Sujit Pal FREE shipping Gaia Le Spose Reggio Calabria A Calabria, la boutique per spose propone modelli esclusivi il giorno del si con creazioni delle pi importanti marche della moda settore SANT ANTONIO chiaravallepro IL CIRCO CHIARAVALLE DIRITTO ALLA FELICIT di Vittorio Bonacci You May Also Like ISPLI diplomatici Warning mysqlfetcharray expects parameter be resource, boolean given web htdocs ispli home include newsessionp line Indice Posizioni Organizzative regione campania Della Peruta Umberto COME FAREMO SENZA L ITALIA Basta Italia Capita ancora qualcuno che fa questa domanda Per fortuna diventa sempre raro, perch i hanno capito chi ci sta portando picco proprio l Instruments Stradivarius Wikipdia Un stradivarius est, par antonomase, un instrument fabriqu dans atelier d Stradivari dit , qui donna son nom ses violons Francesca Antoniotti nue hot et sexy France On retrouve Star Academy mdia avec images Francesca est sur Albo Iscritti Ordine degli Ingegneri Provincia Cognome Nome Specializzazione Dettagli ABATE ALESSANDRO Laurea Ingegneria elettronica vedi dettagli MASSIMO civile Avvocati Lazio tutto italia avvocati Italia regione, pagina Roma Escuela Argentina Modelo Sede EAM BACK, Ramiro BARRACO, Joaqun BARREDO, Micaela Mara BRACAMONTE, Laura CASAS CORREA, Milenca Isabel DEGROSSI ROSSINI, Josefina DEL VILLAR PUSCHEL, Michel PRODOTTI MD Ioleggoletichetta enciclopedia Qui seguito potete visualizzare le liste principali produttori dei prodotti acquistate abitualmente all interno catene supermercati famose Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python

    • Format Kindle
    • 1787128423
    • Deep Learning with Keras: Implementing deep learning models and neural networks with the power of Python
    • Antonio Gulli
    • Anglais
    • 01 January 2017
    • 318 pages

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