{"product_id":"practical-statistics-for-data-scientists","title":"Practical Statistics for Data Scientists","description":"\u003ch4 data-section-id=\"da8d7w\" data-start=\"0\" data-end=\"21\"\u003e\u003cstrong\u003eDetailed Overview:\u003c\/strong\u003e\u003c\/h4\u003e\n\u003cp data-start=\"25\" data-end=\"518\"\u003e\u003cstrong\u003e\u003cem data-start=\"25\" data-end=\"67\"\u003ePractical Statistics for Data Scientists\u003c\/em\u003e by \u003cspan class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"\u003e\u003cspan class=\"whitespace-normal\"\u003ePeter Bruce\u003c\/span\u003e\u003c\/span\u003e, \u003cspan class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"\u003e\u003cspan class=\"whitespace-normal\"\u003eAndrew Bruce\u003c\/span\u003e\u003c\/span\u003e, and \u003cspan class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"\u003e\u003cspan class=\"whitespace-normal\"\u003ePeter Gedeck\u003c\/span\u003e\u003c\/span\u003e is a highly regarded \u003c\/strong\u003eguide that bridges the gap between traditional statistics and modern data science applications. Designed specifically for data scientists, analysts, programmers, and machine learning practitioners, the book focuses on practical statistical concepts used in real-world data analysis and predictive modeling.\u003c\/p\u003e\n\u003cp data-start=\"522\" data-end=\"895\"\u003eRather than emphasizing complex mathematical theory, the book explains statistical techniques through hands-on examples, intuitive explanations, and practical use cases relevant to data science workflows. Readers gain a strong understanding of probability, regression, classification, sampling, experimental design, statistical inference, and machine learning fundamentals.\u003c\/p\u003e\n\u003cp data-start=\"899\" data-end=\"1151\"\u003eThe book also demonstrates how statistical thinking supports data-driven decision-making and improves model performance. Using examples in Python and R, it helps readers apply statistical methods directly to modern analytics and machine learning tasks.\u003c\/p\u003e\n\u003cp data-start=\"1155\" data-end=\"1449\"\u003eWidely used by students, professionals, and aspiring data scientists, \u003cem data-start=\"1225\" data-end=\"1267\"\u003ePractical Statistics for Data Scientists\u003c\/em\u003e is an essential resource for anyone seeking to strengthen analytical skills and build a solid foundation in applied statistics for data science and artificial intelligence projects.\u003c\/p\u003e\n\u003ch4 data-section-id=\"1xpzayd\" data-start=\"3055\" data-end=\"3073\"\u003eProduct Details:\u003c\/h4\u003e\n\u003cdiv class=\"qMYqUG_convSearchResultHighlightRoot\"\u003e\n\u003cdiv class=\"\" data-turn-id-container=\"request-6a13afe5-329c-8324-9e28-c268c55f630e-10\" data-is-intersecting=\"true\"\u003e\n\u003csection class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [\u0026amp;:has([data-writing-block])\u0026gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-6a13afe5-329c-8324-9e28-c268c55f630e-10\" data-turn-id-container=\"request-6a13afe5-329c-8324-9e28-c268c55f630e-10\" data-testid=\"conversation-turn-50\" data-scroll-anchor=\"false\" data-turn=\"assistant\"\u003e\n\u003cdiv class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"\u003e\n\u003cdiv class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\"\u003e\n\u003cdiv class=\"flex max-w-full flex-col gap-4 grow\"\u003e\n\u003cdiv data-message-author-role=\"assistant\" data-message-id=\"f8624eb8-ce49-4c6d-a2ca-e4dd8b02886e\" dir=\"auto\" data-message-model-slug=\"gpt-5-5\" class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+\u0026amp;]:mt-1\" data-turn-start-message=\"true\" tabindex=\"0\"\u003e\n\u003cdiv class=\"flex w-full flex-col gap-1 empty:hidden\"\u003e\n\u003cdiv class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\"\u003e\n\u003cp data-start=\"0\" data-end=\"305\" data-is-last-node=\"\" data-is-only-node=\"\"\u003e\u003cstrong\u003eTitle\u003c\/strong\u003e: Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python\u003cbr data-start=\"90\" data-end=\"93\"\u003e\u003cstrong\u003eAuthor\u003c\/strong\u003e: Peter Bruce, Andrew Bruce, Peter Gedeck\u003cbr data-start=\"140\" data-end=\"143\"\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781492072942\u003cbr data-start=\"165\" data-end=\"168\"\u003e\u003cstrong\u003eISBN-10:\u003c\/strong\u003e 149207294X\u003cbr data-start=\"187\" data-end=\"190\"\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: O'Reilly Media\u003cbr data-start=\"215\" data-end=\"218\"\u003e\u003cstrong\u003eBinding\u003c\/strong\u003e: Paperback\u003cbr data-start=\"236\" data-end=\"239\"\u003e\u003cstrong\u003eNo of Pages\u003c\/strong\u003e: 368\u003cbr data-start=\"255\" data-end=\"258\"\u003e\u003cstrong\u003eLanguage\u003c\/strong\u003e: English\u003cbr data-start=\"275\" data-end=\"278\"\u003e\u003cstrong\u003ePublisher Date\u003c\/strong\u003e: 15 May 2020\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"z-0 flex min-h-[46px] justify-start\"\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003cdiv class=\"mt-3 w-full empty:hidden\"\u003e\n\u003cdiv class=\"text-center\"\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/section\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e","brand":"The Books Empire","offers":[{"title":"Default Title","offer_id":47854436319397,"sku":null,"price":39.9,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0761\/2206\/3013\/files\/81Sdk02bg_L._SY385.jpg?v=1779691712","url":"https:\/\/thebooksempire.com\/products\/practical-statistics-for-data-scientists","provider":"The Books Empire","version":"1.0","type":"link"}