{"id":10596,"date":"2020-01-25T19:23:20","date_gmt":"2020-01-25T19:23:20","guid":{"rendered":"http:\/\/blog.bachi.net\/?p=10596"},"modified":"2021-03-01T15:16:14","modified_gmt":"2021-03-01T15:16:14","slug":"google-machine-learning-crash-course","status":"publish","type":"post","link":"https:\/\/blog.bachi.net\/?p=10596","title":{"rendered":"Google Machine Learning Crash Course"},"content":{"rendered":"<p><a href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\">Machine Learning Crash Course<\/a><br \/>\n<a href=\"https:\/\/developers.google.com\/machine-learning\/practica\/image-classification\/convolutional-neural-networks\">ML Practicum: Image Classification<\/a><br \/>\n<a href=\"https:\/\/developers.google.com\/codelabs\/tensorflow-4-cnns#0\">Build convolutional neural networks (CNNs) to enhance computer vision<\/a><\/p>\n<p><a href=\"https:\/\/leonardoaraujosantos.gitbooks.io\/artificial-inteligence\/\">Artificial intelligence and machine learning<\/a><br \/>\n<a href=\"https:\/\/leonardoaraujosantos.gitbooks.io\/artificial-inteligence\/content\/image_segmentation.html\">Image Segmentation<\/a><\/p>\n<ul>\n<li>Artificial Intelligence Concepts<\/li>\n<li>Search<\/li>\n<li>Decision Theory<\/li>\n<li>Reinforcement Learning<\/li>\n<li>Artificial Neural Networks<\/li>\n<li>Back-propagation<\/li>\n<li>Feature Extraction<\/li>\n<li>Deep Learning<\/li>\n<li>Convolutional Neural Networks<\/li>\n<li>Deep Reinforcement Learning<\/li>\n<li>Distributed Learning<\/li>\n<li>Python\/Matlab deep learning library<\/li>\n<\/ul>\n<p>Image Processing and Analysis<br \/>\nvon Stan Birchfield<\/p>\n<h4>Medium &#8211; Towards Data Science<\/h4>\n<p><a href=\"https:\/\/towardsdatascience.com\/understanding-auc-roc-curve-68b2303cc9c5\">Understanding AUC &#8211; ROC Curve<\/a><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/understanding-and-implementing-lenet-5-cnn-architecture-deep-learning-a2d531ebc342\">Understanding and Implementing LeNet-5 CNN Architecture (Deep Learning)<\/a><\/p>\n<h4>Wikipedia<\/h4>\n<p><a href=\"https:\/\/de.wikipedia.org\/wiki\/Convolutional_Neural_Network\">Convolutional Neural Network<\/a><br \/>\n<a href=\"https:\/\/de.wikipedia.org\/wiki\/ROC-Kurve\">ROC-Kurve<\/a><br \/>\n<a href=\"https:\/\/de.wikipedia.org\/wiki\/Fl%C3%A4che_unter_der_Kurve\">Fl\u00e4che unter der Kurve<\/a>, Area Under the Curve (AUC)<br \/>\n<a href=\"https:\/\/en.wikipedia.org\/wiki\/Receiver_operating_characteristic\">Receiver operating characteristic curve<\/a>, ROC curve<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning Crash Course ML Practicum: Image Classification Build convolutional neural networks (CNNs) to enhance computer vision Artificial intelligence and machine learning Image Segmentation Artificial Intelligence Concepts Search Decision Theory Reinforcement Learning Artificial Neural Networks Back-propagation Feature Extraction Deep Learning Convolutional Neural Networks Deep Reinforcement Learning Distributed Learning Python\/Matlab deep learning library Image Processing and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-10596","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts\/10596","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10596"}],"version-history":[{"count":9,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts\/10596\/revisions"}],"predecessor-version":[{"id":11888,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=\/wp\/v2\/posts\/10596\/revisions\/11888"}],"wp:attachment":[{"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10596"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10596"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.bachi.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10596"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}