<!DOCTYPE html> <html> <!-- AUTOGENERATED HTML from CourseBuilder, CEF --> <meta http-equiv='Content-Type' content='text/html; charset=utf-8'/> <body style='font-family: times new roman, times, serif;font-size: 12pt;color: #424222;'> <h3>Hands-on Machine Learning <span style='font-family: courier new, courier;'>[HOML]</span></h3> <p style='margin-left: 30px;'> <img src='https://itundervisning.ase.au.dk/ITMAL_E21/Html/Figs/book_homl.jpg' alt='Hands-on Machine Learning with Scikit-Learn (front image)'> <br> <i>Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems</i> <br> <br> Aurélien Géron <br> O'Reilly / Wiley, 2019, 2.ed. <br> ISBN: 9781492032649 <br> <span style='font-family: courier new, courier;'><a href='https://www.oreilly.com/library/view/hands-on-machine-learning/9781492032632/' rel='noopener' target='_blank'>ww.oreilly.com/library/view/hands-on-machine-learning/9781492032632/</a></span> </p> <p><i>NOTE 1:</i> dette er anden udgave (Second Edition/2.ed) af Géron's " Hands-on", undgå at bruge førsteudgaven, idet den benytter TensorFlow direkte istedet for Keras, og desuden har flere mangler.</p> <p><i>NOTE 2:</i> i PDF udgaven (Early Release, June 2019, 2019-04-22: Fifth Release) svare sidetal og nogle kaptitler ikke til den officielle bog udgave ovenfor!</p> <h3>Deep Learning [DL]</h3> <p style='margin-left: 30px;'> <img src='https://itundervisning.ase.au.dk/ITMAL_E21/Html/Figs/book_dl.jpg' alt='Deep Learning (front image)'> <br> <i>Deep Learning</i> <br> <br> Ian Goodfellow, Yoshua Bengio, Aaron Courville <br> The MIT Press <br> November 18, 2016 <br> Hardcover: 775 pages <br> ISBN-10: 0262035618 <br> ISBN-13: 978-0262035613 <br> <span style='font-family: courier new, courier;'><a href='http://www.deeplearningbook.org/' rel='noopener' target='_blank'>ww.deeplearningbook.org/</a></span> </p> <p><i>NOTE:</i> ikke obligatorisk, kun få afsnit og figure bruges herfra. (Bog god til videregående Neural Netværks-teori og meget brugt i ML sammenhænge.)</p> </body> </html>