Hands On Machine Learning with Scikit Learn Keras and TensorFlow

Book Hands On Machine Learning with Scikit Learn  Keras  and TensorFlow Cover

Hands On Machine Learning with Scikit Learn Keras and TensorFlow PDF book by Aurélien Géron Read Online or Free Download in ePUB, PDF or Kindle eBooks. Published in 05 September 2019 the book become immediate popular and critical acclaim in Computers books. Click Download Book button to get book file. Read some info about this book below.

  • Publisher : "O'Reilly Media, Inc."
  • Release : 05 September 2019
  • ISBN : 9781492032595
  • Page : 856 pages
  • Total View : 2445 Views
  • Rating : 4.5/5 from 103 voters

Hands On Machine Learning with Scikit Learn Keras and TensorFlow Book PDF summary

Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started. Explore the machine learning landscape, particularly neural nets Use Scikit-Learn to track an example machine-learning project end-to-end Explore several training models, including support vector machines, decision trees, random forests, and ensemble methods Use the TensorFlow library to build and train neural nets Dive into neural net architectures, including convolutional nets, recurrent nets, and deep reinforcement learning Learn techniques for training and scaling deep neural nets

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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
  • Author : Aurélien Géron
  • Publisher : "O'Reilly Media, Inc."
  • Total Download : 309
  • File Size : 40,5 Mb
DOWNLOAD BOOKHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow PDF book is popular Computers book written by Aurélien Géron. The book was released by "O'Reilly Media, Inc." in 05 September 2019 with total hardcover pages 856. Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems.

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
  • Author : Aurélien Géron
  • Publisher : O'Reilly Media
  • Total Download : 848
  • File Size : 51,5 Mb
DOWNLOAD BOOKHands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow PDF book is popular Computers book written by Aurélien Géron. The book was released by O'Reilly Media in 05 September 2019 with total hardcover pages 856. Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems.

Hands-On Machine Learning with R

Hands-On Machine Learning with R
  • Author : Brad Boehmke,Brandon M. Greenwell
  • Publisher : CRC Press
  • Total Download : 913
  • File Size : 50,6 Mb
DOWNLOAD BOOKHands-On Machine Learning with R

Hands-On Machine Learning with R PDF book is popular Computers book written by Brad Boehmke,Brandon M. Greenwell. The book was released by CRC Press in 07 November 2019 with total hardcover pages 856. Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book

Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits

Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits
  • Author : Tarek Amr
  • Publisher : Packt Publishing Ltd
  • Total Download : 252
  • File Size : 41,8 Mb
DOWNLOAD BOOKHands-On Machine Learning with scikit-learn and Scientific Python Toolkits

Hands-On Machine Learning with scikit-learn and Scientific Python Toolkits PDF book is popular Computers book written by Tarek Amr. The book was released by Packt Publishing Ltd in 24 July 2020 with total hardcover pages 856. Integrate scikit-learn with various tools such as NumPy, pandas, imbalanced-learn, and scikit-surprise and use it to solve real-world machine learning problems Key Features Delve into machine learning with this comprehensive guide to scikit-learn and scientific Python Master the art of data-driven problem-solving with hands-on examples Foster your theoretical and practical knowledge of supervised and unsupervised machine learning algorithms Book Description Machine learning is applied everywhere, from business to research and academia, while scikit-learn is a versatile library that is popular

Hands-On Machine Learning with C++

Hands-On Machine Learning with C++
  • Author : Kirill Kolodiazhnyi
  • Publisher : Packt Publishing Ltd
  • Total Download : 237
  • File Size : 46,9 Mb
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Hands-On Machine Learning with C++ PDF book is popular Computers book written by Kirill Kolodiazhnyi. The book was released by Packt Publishing Ltd in 15 May 2020 with total hardcover pages 856. Implement supervised and unsupervised machine learning algorithms using C++ libraries such as PyTorch C++ API, Caffe2, Shogun, Shark-ML, mlpack, and dlib with the help of real-world examples and datasets Key FeaturesBecome familiar with data processing, performance measuring, and model selection using various C++ librariesImplement practical machine learning and deep learning techniques to build smart modelsDeploy machine learning models to work on mobile and embedded devicesBook Description C++ can make your machine learning models run faster and more efficiently. This handy

Hands-On Machine Learning with Azure

Hands-On Machine Learning with Azure
  • Author : Thomas K Abraham,Parashar Shah,Jen Stirrup,Lauri Lehman,Anindita Basak
  • Publisher : Packt Publishing Ltd
  • Total Download : 925
  • File Size : 54,6 Mb
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Hands-On Machine Learning with Azure PDF book is popular Computers book written by Thomas K Abraham,Parashar Shah,Jen Stirrup,Lauri Lehman,Anindita Basak. The book was released by Packt Publishing Ltd in 31 October 2018 with total hardcover pages 856. Implement machine learning, cognitive services, and artificial intelligence solutions by leveraging Azure cloud technologies Key FeaturesLearn advanced concepts in Azure ML and the Cortana Intelligence Suite architectureExplore ML Server using SQL Server and HDInsight capabilitiesImplement various tools in Azure to build and deploy machine learning modelsBook Description Implementing Machine learning (ML) and Artificial Intelligence (AI) in the cloud had not been possible earlier due to the lack of processing power and storage. However, Azure has created ML and AI services

Machine Learning

Machine Learning
  • Author : Stephen Marsland
  • Publisher : CRC Press
  • Total Download : 611
  • File Size : 44,6 Mb
DOWNLOAD BOOKMachine Learning

Machine Learning PDF book is popular Computers book written by Stephen Marsland. The book was released by CRC Press in 23 March 2011 with total hardcover pages 856. Traditional books on machine learning can be divided into two groups- those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but

Hands-on Machine Learning with JavaScript

Hands-on Machine Learning with JavaScript
  • Author : Burak Kanber
  • Publisher : Packt Publishing Ltd
  • Total Download : 995
  • File Size : 45,7 Mb
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Hands-on Machine Learning with JavaScript PDF book is popular Computers book written by Burak Kanber. The book was released by Packt Publishing Ltd in 29 May 2018 with total hardcover pages 856. A definitive guide to creating an intelligent web application with the best of machine learning and JavaScript Key Features Solve complex computational problems in browser with JavaScript Teach your browser how to learn from rules using the power of machine learning Understand discoveries on web interface and API in machine learning Book Description In over 20 years of existence, JavaScript has been pushing beyond the boundaries of web evolution with proven existence on servers, embedded devices, Smart TVs, IoT, Smart Cars,