{"product_id":"data-generation-unlocking-the-power-of-synthetic-real-and-simulated-data-for-smarter-systems-and-scalable-solutions","title":"Data Generation: Unlocking the Power of Synthetic, Real, and Simulated Data  for Smarter Systems and Scalable Solutions","description":"\u003cp\u003e\u003cspan lang=\"EN-US\"\u003eIn the age of artificial intelligence, machine learning, and data-driven innovation, the quality and quantity of data have become critical to success. Yet real-world data is often incomplete, biased, sensitive, or scarce. \u003cstrong\u003eData Generation\u003c\/strong\u003e explores how synthetic, real, and simulated data can be strategically created and used to overcome these limitations—fueling smarter systems, scalable solutions, and more ethical outcomes.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan lang=\"EN-US\"\u003eThis comprehensive guide dives into the methods, tools, and frameworks behind modern data generation, from generating high-quality synthetic datasets for machine learning to building simulation environments that mirror complex real-world systems. You’ll discover how to augment datasets, preserve privacy, test edge cases, and accelerate innovation in industries ranging from autonomous vehicles and healthcare to finance and cybersecurity.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cspan lang=\"EN-US\"\u003eInside this book, you’ll learn:\u003c\/span\u003e\u003c\/strong\u003e\u003cspan lang=\"EN-US\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-left: 36.0pt; text-indent: -18.0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e·\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\"\u003eThe principles and trade-offs of real, synthetic, and simulated data\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-left: 36.0pt; text-indent: -18.0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e·\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\"\u003eHow to generate synthetic data using AI models such as GANs and variational autoencoders\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-left: 36.0pt; text-indent: -18.0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e·\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\"\u003eTechniques for building digital twins and simulation platforms for training and testing\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-left: 36.0pt; text-indent: -18.0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e·\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\"\u003eStrategies for data augmentation, bias reduction, and privacy protection\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-left: 36.0pt; text-indent: -18.0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e·\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\"\u003eReal-world applications and case studies across sectors\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-left: 36.0pt; text-indent: -18.0pt; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt;\"\u003e\u003c!-- [if !supportLists]--\u003e\u003cspan lang=\"EN-US\" style=\"font-size: 10.0pt; mso-bidi-font-size: 12.0pt; font-family: Symbol; mso-fareast-font-family: Symbol; mso-bidi-font-family: Symbol;\"\u003e\u003cspan style=\"mso-list: Ignore;\"\u003e·\u003cspan style=\"font: 7.0pt 'Times New Roman';\"\u003e         \u003c\/span\u003e\u003c\/span\u003e\u003c\/span\u003e\u003c!--[endif]--\u003e\u003cspan lang=\"EN-US\"\u003eFuture directions in data generation for responsible AI and scalable system design\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan lang=\"EN-US\"\u003eThis book equips you with the tools and insights to unlock new possibilities with generated data—without compromising quality, ethics, or performance.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003cspan lang=\"EN-US\"\u003e \u003c\/span\u003e\u003c\/p\u003e","brand":"AudiobooksDeals","offers":[{"title":"Default Title","offer_id":52022291890471,"sku":null,"price":0.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0960\/8947\/3319\/files\/acx_6facc41c-d4fd-4879-a0d0-2364909db18f.jpg?v=1788769554","url":"https:\/\/audiobooksdeals.com\/products\/data-generation-unlocking-the-power-of-synthetic-real-and-simulated-data-for-smarter-systems-and-scalable-solutions","provider":"AudiobooksDeals","version":"1.0","type":"link"}