{"product_id":"the-operators-shelf-vol-45-predict-with-data","title":"The Operator's Shelf Vol. 45 — Predict With Data","description":"\u003ch2\u003ePredict With Data\u003c\/h2\u003e\u003cp\u003eMachine learning: framing, building, evaluating and deploying models that predict, classify and segment, and turning their output into better business decisions.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eThe Operator's Shelf · Volume 45 of 50\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eA practical Opero field manual for South African business, with frameworks, quantitative tools, worked examples and templates.\u003c\/p\u003e\u003cp\u003eFirst edition · 2026 · Published by Opero\u003c\/p\u003e","brand":"Opero","offers":[{"title":"Default Title","offer_id":47553426587820,"sku":null,"price":199.0,"currency_code":"ZAR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0780\/1618\/4492\/files\/vol-45-machine-learning.jpg?v=1790865247","url":"https:\/\/shop.opero.co.za\/products\/the-operators-shelf-vol-45-predict-with-data","provider":"Opero","version":"1.0","type":"link"}