{"id":14,"date":"2021-05-19T07:41:33","date_gmt":"2021-05-19T07:41:33","guid":{"rendered":"https:\/\/savvaspanagi.com\/?page_id=14"},"modified":"2023-08-17T06:33:42","modified_gmt":"2023-08-17T06:33:42","slug":"articles","status":"publish","type":"page","link":"https:\/\/savvaspanagi.com\/?page_id=14","title":{"rendered":"Articles – Blog"},"content":{"rendered":"\t\t
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\n\t\t\t\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\tBlog Articles\t\t\t\t\t<\/span>\n\t\t\t\t\t\n\t\t\t\t\t\t\t<\/h2>\t\t\t<\/span>\n\n\t\t\t\n\t\t<\/div>\n\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t
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My First KNX Home Automation Project: A Step-by-Step Guide<\/a><\/h3><\/div>\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\n\n\t\t\t\t<\/i>By<\/span>Savvas Panagi<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t\n\t\t\t\t\tFebruary 6, 2024\t\t\t\t<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>KNX<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\t\t\t\t
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\n\t\t\t\t\t\t\tIntroduction This is my first time diving into home automation in a bottom-up building, and I’m starting with something basic, lighting control. The client wanted a smarter and more...\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t
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Deploying Diverse Regression Machine Learning Algorithms: An Implementation Overview<\/a><\/h3><\/div>\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\n\n\t\t\t\t<\/i>By<\/span>Savvas Panagi<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t\n\t\t\t\t\tNovember 19, 2023\t\t\t\t<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>Machine Learning<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\t\t\t\t
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\n\t\t\t\t\t\t\tIn this current post, we go into the exploration and analysis of various regression machine learning methods. Our objective is to utilize a range of machine learning techniques to forecast the load...\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t
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Basic definition of KNX automations<\/a><\/h3><\/div>\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\n\n\t\t\t\t<\/i>By<\/span>Savvas Panagi<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t\n\t\t\t\t\tSeptember 2, 2023\t\t\t\t<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>KNX<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\t\t\t\t
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\n\t\t\t\t\t\t\tThe KNX Association was founded in 1990, its headquarters are located in Brussels (Belgium) and its original name was “EIB Association”. In general, the aim of the Association was to...\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t
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Feature Scaling (Normalisation and Standardisation) \/ Python implementation<\/a><\/h3><\/div>\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\n\n\t\t\t\t<\/i>By<\/span>Savvas Panagi<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t\n\t\t\t\t\tAugust 29, 2023\t\t\t\t<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>Machine Learning<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\t\t\t\t
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\n\t\t\t\t\t\t\tfollowing the previous article about handle cyclical features, feature scaling is also important when we are going to use a machine learning algorithms. Is a method to scale the features in a...\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t
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How to handle cyclical features, for distance methodologies like k-means machine learning algorithms<\/a><\/h3><\/div>\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\n\n\t\t\t\t<\/i>By<\/span>Savvas Panagi<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t\n\t\t\t\t\tAugust 26, 2023\t\t\t\t<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>Machine Learning<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\t\t\t\t
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\n\t\t\t\t\t\t\tOften in situations of use machine learnings methods, we have to consider how to handle the cyclic features. For example in K-Means algorithm it use Euclidean distance in order to sort the available...\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t
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How to use 0-5v plc to control the speed of high current dc motor<\/a><\/h3><\/div>\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\n\n\t\t\t\t<\/i>By<\/span>Savvas Panagi<\/a>\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t\t\n\t\t\t\t\tAugust 22, 2023\t\t\t\t<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\n\t\t\t\t<\/i>Arduino<\/a>\n\t\t\t<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\n\t\t\t\t\t\t\t
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\n\t\t\t\t\t\t\tA lot of DIY projects need a programmable microcontroller to control the operation of it. In the current article we will discuss a suitable industrial module to control a dc motor speed. The following...\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t
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Blog Articles Hello world! Byadmin May 10, 2016 Uncategorized Welcome to WordPress. This is your first post. Edit or delete it, then start writing!… Read More<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"disabled","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"rttpg_featured_image_url":null,"rttpg_author":{"display_name":"Savvas Panagi","author_link":"https:\/\/savvaspanagi.com\/?author=1"},"rttpg_comment":0,"rttpg_category":"","rttpg_excerpt":"Blog Articles Hello world! Byadmin May 10, 2016 Uncategorized Welcome to WordPress. This is your first post. Edit or delete it, then start writing!… Read More","_links":{"self":[{"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=\/wp\/v2\/pages\/14"}],"collection":[{"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14"}],"version-history":[{"count":14,"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":719,"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=\/wp\/v2\/pages\/14\/revisions\/719"}],"wp:attachment":[{"href":"https:\/\/savvaspanagi.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}