{"product_id":"low-code-ai-gwendolyn-stripling-9781098146825","title":"Low-Code AI: A Practical Project-Driven Introduction to Machine Learning","description":"\u003cp\u003eTake a data-first and use-case-driven approach with \u003cem\u003eLow-Code AI\u003c\/em\u003e to understand machine learning and deep learning concepts. This hands-on guide presents three problem-focused ways to learn no-code ML using AutoML, low-code using BigQuery ML, and custom code using scikit-learn and Keras. In each case, you'll learn key ML concepts by using real-world datasets with realistic problems.\u003cbr\u003e \u003cbr\u003e \u003c\/p\u003e\u003cp\u003eBusiness and data analysts get a project-based introduction to ML\/AI using a detailed, data-driven approach: loading and analyzing data; feeding data into an ML model; building, training, and testing; and deploying the model into production. Authors Michael Abel and Gwendolyn Stripling show you how to build machine learning models for retail, healthcare, financial services, energy, and telecommunications.\u003cbr\u003e \u003cbr\u003e \u003c\/p\u003e\u003cp\u003eYou'll learn how to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDistinguish between structured and unstructured data and the challenges they present \u003c\/li\u003e\n\u003cli\u003eVisualize and analyze data \u003c\/li\u003e\n\u003cli\u003ePreprocess data for input into a machine learning model \u003c\/li\u003e\n\u003cli\u003eDifferentiate between the regression and classification supervised learning models \u003c\/li\u003e\n\u003cli\u003eCompare different ML model types and architectures, from no code to low code to custom training \u003c\/li\u003e\n\u003cli\u003eDesign, implement, and tune ML models \u003c\/li\u003e\n\u003cli\u003eExport data to a GitHub repository for data management and governance\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Gwendolyn Stripling, Michael Abel\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1098146824\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781098146825\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/17\/2023\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 325\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.15lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.19h x 7.00w x 0.69d\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Gwendolyn Stripling","offers":[{"title":"Paperback","offer_id":45476888641791,"sku":"9781098146825","price":79.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_289faace-1288-4561-b861-ce9cf6a89eb7.jpg?v=1715918443","url":"https:\/\/www.whiterainbookhouse.com\/products\/low-code-ai-gwendolyn-stripling-9781098146825","provider":"WR Book House","version":"1.0","type":"link"}