{"id":29,"date":"2015-08-01T15:39:07","date_gmt":"2015-08-01T13:39:07","guid":{"rendered":"http:\/\/dcis.inf.fu-berlin.de\/rojas\/?page_id=29"},"modified":"2016-01-04T09:07:08","modified_gmt":"2016-01-04T08:07:08","slug":"tutorials","status":"publish","type":"page","link":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/tutorials\/","title":{"rendered":"Tutorials"},"content":{"rendered":"<h4>\u00a0by Raul Rojas<\/h4>\n<hr \/>\n<ul>\n<li><span style=\"font-size: medium;\">The Design Principles of Konrad Zuse\u2019<\/span><span style=\"font-size: medium;\">s Mechanical Computers<\/span><span style=\"font-size: medium;\"> <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/The Design Principles of Konrad Zuse.pdf\" rel=\"nofollow\">(PDF)<\/a><br \/>\n<\/span><\/li>\n<\/ul>\n<ul>\n<li>A Tutorial Introduction to the Lambda Calculus <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/lambda.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li><span class=\"wikiword\">AdaBoost<\/span> and the Super Bowl of Classifiers: A Tutorial Introduction <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/adaboost4.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Smallest Universal CPU <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/SmallestCPU.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Die Weltformel: Wie man ein Auto einparkt <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/Weltformel.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Why the normal distributionX <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/Gaussian-distribution.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>The Secret Life of the Covariance Matrix <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/secretcovariance.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Mnemonics for the Poisson distribution <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/poisson.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Motivating the Covariance Matrix <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/motivatingcovariance.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Lucas-Kanade in a Nutshell <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/Lucas-Kanade2.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>I, Car: The Four Laws of Robtic Cars <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/I-Car-Laws.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>The Keynesian Model in the General Theory: A Tutorial <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/KeynesianModel.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Wie man eine Dissertation schreibt <a class=\"urllink\" href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/WieDiss-2.pdf\" rel=\"nofollow\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Visualizing Harmonic Transforms (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/deep-connections2.pdf\">PDF<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>Nearest Neighbors Classifiers (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/kNN-Classifiers.pdf\">PDF<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>Histograms and Bayes Classifers <a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/BayesClassifiers.pdf\">(PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>The Bias-Variance Dilemma\u00a0 (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/bias.pdf\">PDF<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>The Curse of Dimensionality (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/dimensionality.pdf\">PDF<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>The Eightfold Path to Linear Regression (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/LinearRegression.pdf\">PDF)<\/a><\/li>\n<\/ul>\n<ul>\n<li>Gaussian Modell Pruning for Linear Regression (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/ModelPruning.pdf\">PDF<\/a>)<\/li>\n<\/ul>\n<ul>\n<li>Logistic Regression as Soft Perceptron Learning (<a href=\"http:\/\/www.inf.fu-berlin.de\/inst\/ag-ki\/rojas_home\/documents\/tutorials\/logistic.pdf\">PDF<\/a>)<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0by Raul Rojas The Design Principles of Konrad Zuse\u2019s Mechanical Computers (PDF) A Tutorial Introduction to the Lambda Calculus (PDF) AdaBoost and the Super Bowl of Classifiers: A Tutorial Introduction (PDF) Smallest Universal CPU (PDF) Die Weltformel: &hellip; <a href=\"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/tutorials\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Tutorials<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/pages\/29"}],"collection":[{"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/comments?post=29"}],"version-history":[{"count":11,"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/pages\/29\/revisions"}],"predecessor-version":[{"id":852,"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/pages\/29\/revisions\/852"}],"wp:attachment":[{"href":"https:\/\/dcmlr.inf.fu-berlin.de\/rojas\/wp-json\/wp\/v2\/media?parent=29"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}