{"product_id":"introduction-to-machine-learning-for-non-programmers","title":"Introduction to Machine Learning for Non-Programmers","description":"\u003cdiv\u003e\u003cp\u003eThis No Code Machine Learning course provides a practical and accessible approach to utilizing no code Machine Learning for data evaluation, prediction, analysis, and optimization. Designed for both non-technical and technical data users, it equips you with foundational knowledge to enhance collaboration between business analysts, data scientists, and data engineers.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eIntroduction to Machine Learning for Non-Programmers Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eIn this course, you will learn how to:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCreate No Code Machine Learning Models: You'll learn to create common no code Machine Learning models using user-friendly, industry-standard, drag-and-drop tools.\u003c\/li\u003e\n\u003cli\u003ePrepare and Analyze Data: Understand how to prepare and explore data to be used with Machine Learning models effectively.\u003c\/li\u003e\n\u003cli\u003eSelect Pre-built Pipelines and Algorithms: Discover how to choose pre-built pipelines and algorithms to train your Machine Learning models.\u003c\/li\u003e\n\u003cli\u003eExplore Ready-to-Use Models: Explore ready-to-use models for tasks like natural language processing and computer vision.\u003c\/li\u003e\n\u003cli\u003eClustering and Regression Models: Learn to group items into clusters using a no-code Clustering Model and predict numeric values using a no-code Regression Model.\u003c\/li\u003e\n\u003cli\u003eClassification Models: Master the art of predicting item categories using a no-code Classification Model.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cb\u003eTraining Prerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eNone.\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eIntroduction to Machine Learning Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 1: Overview of No Code Machine Learning \u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eWhat is Machine Learning?\u003c\/li\u003e\n\u003cli\u003eWhat is No Code Machine Learning?\u003c\/li\u003e\n\u003cli\u003eWhy is No Code Machine Learning so important?\u003c\/li\u003e\n\u003cli\u003eHow do No Code Machine Learning Platforms work?\u003c\/li\u003e\n\u003cli\u003eNo Code Machine Learning with Microsoft Azure\u003c\/li\u003e\n\u003cli\u003eNo Code Machine Learning with Amazon AWS\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHands-On Exercise 1.1: Exploring industry-standard, visual, drag-and-drop and point-and-click Machine Learning tools\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 2: Creating Datasets for Training Models \u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eOverview of datasets for Machine Learning\u003c\/li\u003e\n\u003cli\u003eSelecting appropriate datasets\u003c\/li\u003e\n\u003cli\u003ePreparing, exploring, and analyzing data\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHands-On Exercise 2.1: Creating datasets for training models\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 3: Machine Learning models, Pre-built Pipelines, and Algorithms  \u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eWhat is a Machine Learning model?\u003c\/li\u003e\n\u003cli\u003eWhat are ready-to-use Machine Learning models?\u003c\/li\u003e\n\u003cli\u003eCommon ready-to-use Machine Learning models\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHands-On Exercise 3.1: Explore ready-to-use models for natural language processing and computer vision use cases\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 4: No Code Machine Learning Clustering Models \u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eWhat is Clustering in Machine Learning?\u003c\/li\u003e\n\u003cli\u003eCommon use cases for Clustering\u003c\/li\u003e\n\u003cli\u003eClustering Machine Learning Models\u003c\/li\u003e\n\u003cli\u003eCreating a No Code Clustering Model\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHands-On Exercise 4.1: Group items into clusters based on features and characteristics using a no-code Clustering Model\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 5: No Code Machine Learning Regression Models \u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eWhat is Regression in Machine Learning?\u003c\/li\u003e\n\u003cli\u003eCommon use cases for Regression\u003c\/li\u003e\n\u003cli\u003eRegression Machine Learning Models\u003c\/li\u003e\n\u003cli\u003eCreating a Regression Machine Learning Model\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHands-On Exercise 5.1: Train a no code Regression Model to predict numeric values\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eChapter 6: No Code Machine Learning Classification Models\u003c\/h4\u003e\n\u003cul\u003e\n\u003cli\u003eWhat is Classification in Machine Learning?\u003c\/li\u003e\n\u003cli\u003eCommon Use Cases for Classification\u003c\/li\u003e\n\u003cli\u003eClassification Machine Learning Models\u003c\/li\u003e\n\u003cli\u003eCreating a Classification Machine Learning Model\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eHands-On Exercise 6.1: Predict which category, or class, an item belongs to using a no-code Classification Model\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"268A37US \/ 2026-08-04T09:00:00 \/ Herndon, VA","offer_id":45205945024673,"sku":"US-1259-IL","price":0.0,"currency_code":"USD","in_stock":true},{"title":"266D18US \/ 2026-06-29T09:00:00 \/ Online","offer_id":45707894653089,"sku":"US-1259-IL","price":0.0,"currency_code":"USD","in_stock":true},{"title":"26BA65US \/ 2026-11-12T09:00:00 \/ Herndon, VA","offer_id":45707894685857,"sku":"US-1259-IL","price":0.0,"currency_code":"USD","in_stock":true},{"title":"271A77US \/ 2027-01-04T09:00:00 \/ Herndon, 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