{"id":623,"date":"2018-06-16T06:53:50","date_gmt":"2018-06-16T06:53:50","guid":{"rendered":"https:\/\/www.aiproblog.com\/index.php\/2018\/06\/16\/new-book-mastering-machine-learning-algorithms\/"},"modified":"2018-06-16T06:53:50","modified_gmt":"2018-06-16T06:53:50","slug":"new-book-mastering-machine-learning-algorithms","status":"publish","type":"post","link":"https:\/\/www.aiproblog.com\/index.php\/2018\/06\/16\/new-book-mastering-machine-learning-algorithms\/","title":{"rendered":"New Book: Mastering Machine Learning Algorithms"},"content":{"rendered":"<p>Author: Giuseppe Bonaccorso<\/p>\n<div>\n<p><a href=\"https:\/\/www.packtpub.com\/big-data-and-business-intelligence\/mastering-machine-learning-algorithms\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/api.ning.com\/files\/wew*B*UERS2WJYutB4-E3G4aravcmICpvOLj0mI6ZxwMTl5gXXkmg0sCi3VBCLg*nHfEtwSDlYkSwDcE6IyCPE5d1R7wle3H\/B09323_cover.png\" width=\"195\" class=\"align-right\" style=\"padding: 5px;\" height=\"239\"><\/a>Dear friends, the book &#8220;Mastering Machine Learning Algorithms&#8221; has been published by Packt\u00a0<\/p>\n<\/p>\n<p><strong>From the back cover:<\/strong><\/p>\n<p><span style=\"font-size: 10pt;\">Machine learning is a subset of AI that aims to make modern-day computer systems smarter and more intelligent. The real power of machine learning resides in its algorithms, which make even the most difficult things capable of being handled by machines. However, with the advancement in the technology and requirements of data, machines will have to be smarter than they are today to meet the overwhelming data needs; mastering these algorithms and using them optimally is the need of the hour.<\/span><\/p>\n<p><span style=\"font-size: 10pt;\">Mastering Machine Learning Algorithms is your complete guide to quickly getting to grips with popular machine learning algorithms. You will be introduced to the most widely used algorithms in supervised, unsupervised, and semi-supervised machine learning, and will learn how to use them in the best possible manner. Ranging from Bayesian models to the MCMC algorithm to Hidden Markov models, this book will teach you how to extract features from your dataset and perform dimensionality reduction by making use of Python-based libraries such as scikit-learn. You will also learn how to use Keras and TensorFlow to train effective neural networks.<\/span><\/p>\n<p><span style=\"font-size: 10pt;\">If you are looking for a single resource to study, implement, and solve end-to-end machine learning problems and use-cases, this is the book you need.<\/span><\/p>\n<\/p>\n<p><span style=\"font-size: 10pt;\"><strong>Table of contents:<\/strong><\/span><\/p>\n<ol>\n<li><span style=\"font-size: 10pt;\"><strong>MACHINE LEARNING MODEL FUNDAMENTALS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>INTRODUCTION TO SEMI-SUPERVISED LEARNING<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>GRAPH-BASED SEMI-SUPERVISED LEARNING<br \/><\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>BAYESIAN NETWORKS AND HIDDEN MARKOV MODELS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>EM ALGORITHM AND APPLICATIONS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>HEBBIAN LEARNING AND SELF-ORGANIZING MAPS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>CLUSTERING ALGORITHMS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>ENSEMBLE LEARNING<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>NEURAL NETWORKS FOR MACHINE LEARNING<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>ADVANCED NEURAL MODELS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>AUTOENCODERS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>GENERATIVE ADVERSARIAL NETWORKS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>DEEP BELIEF NETWORKS<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>INTRODUCTION TO REINFORCEMENT LEARNING<\/strong><\/span><\/li>\n<li><span style=\"font-size: 10pt;\"><strong>ADVANCED POLICY ESTIMATION ALGORITHMS<\/strong><\/span><\/li>\n<\/ol>\n<\/p>\n<div class=\"book-toc-chapter\"><\/div>\n<\/div>\n<p><a href=\"https:\/\/www.datasciencecentral.com\/xn\/detail\/6448529:BlogPost:733903\">Go to Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Author: Giuseppe Bonaccorso Dear friends, the book &#8220;Mastering Machine Learning Algorithms&#8221; has been published by Packt\u00a0 From the back cover: Machine learning is a subset [&hellip;] <span class=\"read-more-link\"><a class=\"read-more\" href=\"https:\/\/www.aiproblog.com\/index.php\/2018\/06\/16\/new-book-mastering-machine-learning-algorithms\/\">Read More<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":624,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[26],"tags":[],"_links":{"self":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/623"}],"collection":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/comments?post=623"}],"version-history":[{"count":0,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/posts\/623\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media\/624"}],"wp:attachment":[{"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/media?parent=623"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/categories?post=623"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.aiproblog.com\/index.php\/wp-json\/wp\/v2\/tags?post=623"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}