{"product_id":"9798868818974","title":"From Data to Dollars Getting Started with Data Analytics and AI in Startups","description":"\u003ch1\u003eFrom Data to Dollars\u003c\/h1\u003e\u003ch2\u003eGetting Started with Data Analytics and AI in Startups\u003c\/h2\u003e\u003ch3\u003ePiotr Sidoruk\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Database Administration \u0026amp; Management\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp class=\"MsoNormal\"\u003e\u003cstrong\u003eTurn raw data into real traction—and real revenue\u003c\/strong\u003e. \u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\"\u003eThis practical hands-on guide is built for the realities of startup life—where time is short, resources are limited, and every decision counts. Whether you're just getting started or scaling fast, this book is your essential playbook for building a data-driven startup ready for growth and innovation—and for turning insight into impact and data into dollars. \u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\"\u003eDrawing from his hard-won lessons as the first data hire in both venture-backed successes and failures, author Piotr Sidoruk shares battle-tested strategies for building data systems that are both affordable and scalable, agile and reliable. You’ll explore how to create a strong data foundation free from the rigidity of traditional corporate models, and how to use analytics and AI to inform product development, customer insights, and investor communication—ultimately turning data into measurable business outcomes and revenue growth. \u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\"\u003eWhat makes this book different? It unites data engineering, analytics, and machine learning into one actionable framework tailored for startups. With real-world examples from companies like Spotify, Airbnb, and Stripe, you’ll see how data can become a strategic asset from day one. From your first data hire to your next funding round, this book is your roadmap to making data your competitive advantage. \u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\"\u003e\u003cstrong\u003eWhat You Will Learn\u003c\/strong\u003e \u003c\/p\u003e\r\n\u003cul style=\"margin-top: 0in;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"mso-list: l0 level1 lfo1; tab-stops: list .5in;\"\u003eDevelop a lean data-driven strategy to fuel startup growth \u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cul style=\"margin-top: 0in;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"mso-list: l2 level1 lfo2; tab-stops: list .5in;\"\u003eBuild a scalable data stack for AI and machine learning without overspending \u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cul style=\"margin-top: 0in;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"mso-list: l1 level1 lfo3; tab-stops: list .5in;\"\u003eDiscover user insights with analytics and qualitative research \u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cul style=\"margin-top: 0in;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"mso-list: l5 level1 lfo4; tab-stops: list .5in;\"\u003eTurn data into financial value and build narratives that win investors \u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cul style=\"margin-top: 0in;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"mso-list: l4 level1 lfo5; tab-stops: list .5in;\"\u003eTrack key startup metrics including CAC, LTV, retention, and growth KPIs \u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cul style=\"margin-top: 0in;\" type=\"disc\"\u003e\r\n\u003cli class=\"MsoNormal\" style=\"mso-list: l3 level1 lfo6; tab-stops: list .5in;\"\u003eBuild dashboards and reports that drive decisions and revenue \u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003cp class=\"MsoNormal\"\u003e\u003cstrong\u003eWho This Book Is For\u003c\/strong\u003e\u003c\/p\u003e\r\n\u003cp class=\"MsoNormal\"\u003eData engineers, analysts, and scientists who are the first data hires at startups—or preparing to work in fast-paced, high-growth startup environments. Ideal for professionals looking to build scalable data systems, drive product insights, and grow their careers in early-stage tech companies.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cstrong\u003ePiotr Sidoruk\u003c\/strong\u003e is a startup data expert with a unique experience of being the first data hire at several startups across both the US and Europe. He has built data infrastructure from scratch, helping startups scale and secure around $20 M in funding and revenue through strategic recommendations and data storytelling that convinces investors to fund their growth (e.g. He helped Playbook build data storytelling to raise $9.3 M).\u003cu\u003e \u003c\/u\u003e\u003c\/p\u003e\r\n\u003cp\u003eWith a degree in Quantitative Methods in Economics and Information Systems and a background in Psychology, Piotr brings a multidisciplinary approach to data-driven problem-solving. He has worked across a range of industries, including fitness, retail, FMCG, financial services, pharma, igaming, crypto, and real estate, collaborating with major corporations such as IBM, Bain, and Roche. He also has extensive experience in the startup world, having contributed to ventures such as Playbook, a New York-based fitness and creator economy platform; Rentier, a European real estate valuation platform; and MyMenu, an AI-powered meal planning engine that was purchased and implemented by a large German international discount retail chain.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e08 May 2026\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eApress\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eApress\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9798868818974\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003ePaperback \/ softback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e559\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Apress","offers":[{"title":"Default Title","offer_id":44365053689996,"sku":"9798868818974","price":35.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9798868818974.jpg?v=1781087623","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9798868818974","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}