{"product_id":"digital-product-4","title":"How Machine Learning Predicts Student Success","description":"\u003cp\u003eA Real Life Example showing h\u003cspan class=\"markedContent\" id=\"page13R_mcid6\"\u003e\u003cspan role=\"presentation\" dir=\"ltr\"\u003eow can AI use study hours and absences to predict whether a student may need tutoring or extra \u003c\/span\u003e\u003c\/span\u003e\u003cspan class=\"markedContent\" id=\"page13R_mcid7\"\u003e\u003cspan role=\"presentation\" dir=\"ltr\"\u003eacademic support\u003c\/span\u003e\u003c\/span\u003e.\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003ch2\u003e\u003cspan\u003eWhat’s Inside…\u003c\/span\u003e\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan\u003eA real life example on how an AI Machine Learning Prediction starts with simple Middle school slope y intercept formula, uses the slope to predict scores, uses a system of equations to train the model, then builds a linear regression, and with the help of basic statistics (mean, standard deviation, and z scores) builds a correlation, evaluates the students with high risk values and finally makes a recommendation. \u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Math and the Future of Work","offers":[{"title":"Default Title","offer_id":50264988123393,"sku":null,"price":10.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0834\/1140\/3009\/files\/MATHEMATICSTOAI.png?v=1788324854","url":"https:\/\/mathandthefutureofwork.org\/products\/digital-product-4","provider":"Math and the Future of Work","version":"1.0","type":"link"}