{"id":7959,"date":"2026-08-10T09:50:14","date_gmt":"2026-08-10T09:50:14","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-tinyml-with-arduino-nano-rp2040-connect-2023-7\/"},"modified":"2026-08-10T09:50:14","modified_gmt":"2026-08-10T09:50:14","slug":"udemy-tinyml-with-arduino-nano-rp2040-connect-2023-7","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-tinyml-with-arduino-nano-rp2040-connect-2023-7\/","title":{"rendered":"Udemy \u2013 TinyML with Arduino Nano RP2040 Connect 2023-7"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<p>&nbsp;<\/p>\n<h2><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit\">TinyML with Arduino Nano RP2040 Connect Course Tiny Machine Learning (TinyML), designed for battery-powered devices, is broadly defined as an expanding area of \u200b\u200bmachine learning technologies and applications that includes hardware (dedicated integrated circuits), algorithms, and software that can perform sensor data analysis on-device with very low power consumption, typically in the milliwatt range and below. This eliminates the need to send data to the cloud for classification, thus providing greater security. Also, power-hungry processors are replaced with a small microcontroller. Of course, there are limitations. These limitations arise from limited hardware resources, clock speed, etc. However, there are several application areas that do not require a lot of computation and a machine learning-based solution is desirable. In this case, TinyML comes into play. It can be used to detect anomalies in a factory\u2019s machinery, predict maintenance needs for equipment, in the healthcare field, etc. The scope of TinyML\u2019s application is wide and has a bright future.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"9:1-9:362\"><span style=\"vertical-align: inherit\">The main objective of this course is to introduce TinyML development from data collection, model training, testing and deployment. A low-cost Arduino nano RP2040 connect board with 265 KB RAM and 16 MB flash along with accelerometer, gyroscope, microphone, temperature sensor and built-in wireless connectivity module (WiFi+Bluetooth) is used in this course and all the examples shown here have been tested on this board.<\/span><\/p>\n<h3 data-sourcepos=\"11:1-11:74\"><span style=\"vertical-align: inherit\">What you will learn in the TinyML with Arduino Nano RP2040 Connect course:<\/span><\/h3>\n<ul data-sourcepos=\"13:1-18:0\">\n<li data-sourcepos=\"13:1-13:78\"><span style=\"vertical-align: inherit\">Understanding the hardware requirements for machine learning model development for small microcontrollers<\/span><\/li>\n<li data-sourcepos=\"14:1-14:25\"><span style=\"vertical-align: inherit\">Understanding the TinyML development framework<\/span><\/li>\n<li data-sourcepos=\"15:1-15:50\"><span style=\"vertical-align: inherit\">Ability to create gesture-based TinyML projects<\/span><\/li>\n<li data-sourcepos=\"16:1-16:52\"><span style=\"vertical-align: inherit\">Ability to develop TinyML models with voice keyword recognition<\/span><\/li>\n<li data-sourcepos=\"17:1-18:0\"><span style=\"vertical-align: inherit\">Ability to create custom classification models using the decision tree classifier from Scikit-learn<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"19:1-19:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul data-sourcepos=\"21:1-22:0\">\n<li data-sourcepos=\"21:1-22:0\"><span style=\"vertical-align: inherit\">They are beginners and are interested in developing machine learning models on low-cost, low-power microcontrollers.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Specifications of the course TinyML with Arduino Nano RP2040 Connect<\/span><\/h3>\n<ul>\n<li>Publisher : <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/tinyml-with-arduino-nano-rp2040-connect\/?couponCode=NEWYEARCAREER\" target=\"_blank\" rel=\"noopener\">Udemy<\/a><\/li>\n<li>Teacher : <a href=\"https:\/\/downloadlynet.ir\/tag\/subir-maity\">Subir Maity<\/a><\/li>\n<li>Language: English<\/li>\n<li>Level : Beginner<\/li>\n<li>Lectures : 26<\/li>\n<li>Duration : 2 hours and 36 minutes<\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course syllabus<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-993190\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/07\/TinyML-with-Arduino-Nano-RP2040-Connect.c.jpeg\" alt=\"TinyML with Arduino Nano RP2040 Connect.\" width=\"705\" height=\"480\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for the TinyML with Arduino Nano RP2040 Connect course<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Arduino nano-RP2040 connect board, USB cable, PC\/Laptop, Basic knowledge about Arduino IDE, basic knowledge of machine learning, basics of embedded C\/C++<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">To develop model from scratch, you need basic idea of \u200b\u200bPython, Numpy and Pandas to understand the code. The source code is provided, if you are a beginner in Python, you can easily understand the code. It is well explained in the video.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-993191\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/07\/TinyML-with-Arduino-Nano-RP2040-Connect.d.jpeg\" alt=\"TinyML with Arduino Nano RP2040 Connect.\" width=\"705\" height=\"240\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-150985-1\"><video class=\"wp-video-shortcode\" id=\"video-150985-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/TinyML_with_Arduino_Nano_RP2040_Connect_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/TinyML_with_Arduino_Nano_RP2040_Connect_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/TinyML_with_Arduino_Nano_RP2040_Connect_Downloadly.ir.mp4?nocache=1786111004313\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/TinyML_with_Arduino_Nano_RP2040_Connect_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<h3><span style=\"vertical-align: inherit\">Installation Guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitles: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<p>The 2023\/7 version has increased the number of lessons by 10 and the duration increased by 1 hours 1 minutes compared to 2022\/10.<\/p>\n<h3><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_TinyML_with_Arduino_Nano_RP2040_Connect_2023-7_Downloadly.ir.rar?nocache=1786111003\">Download \u2013 1010 MB<\/a><\/p>\n<p><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p>1010 MB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Description TinyML with Arduino Nano RP2040 Connect Course Tiny Machine Learning (TinyML), designed for battery-powered devices, is broadly defined as an<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[71533,71534,71535,71536,71537,71538],"class_list":["post-7959","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-tinyml-with-arduino-nano-rp2040-connect","dgi_tag-download-course-tinyml-with-arduino-nano-rp2040-connect","dgi_tag-download-tinyml-with-arduino-nano-rp2040-connect","dgi_tag-free-download-tinyml-with-arduino-nano-rp2040-connect","dgi_tag-free-tinyml-with-arduino-nano-rp2040-connect","dgi_tag-subir-maity"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7959","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7959\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=7959"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=7959"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=7959"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}