{"product_id":"feature-engineering-for-beginners","title":"Feature Engineering for Beginners: Beginner's Guide to Crafting Powerful Data","description":"\u003cdiv style=\"mso-element: para-border-div; border: solid #D9D9E3 1.0pt; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm 0cm 0cm 0cm; background: #F7F7F8;\"\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; line-height: normal; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 0cm; margin: 15.0pt 0cm 15.0pt 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eUnravel the art and science behind effective data analysis with this comprehensive guide to feature engineering. Crafted for beginners, this book is your gateway to understanding the pivotal role of features in extracting meaningful insights from data.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; line-height: normal; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 0cm; margin: 15.0pt 0cm 15.0pt 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eFrom the basics of feature engineering to hands-on techniques, this guide navigates through the intricate landscape of transforming raw data into powerful features. You'll explore the fundamental principles that underpin feature engineering and gain practical skills through real-world examples and case studies.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; line-height: normal; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 0cm; margin: 15.0pt 0cm 15.0pt 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eWhether you're a student taking your first steps into the realm of data science or a professional seeking to enhance your analytical toolkit, this guide provides a structured and accessible approach to feature engineering. Learn how to identify, create, and optimize features that unlock the true potential of your data.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; line-height: normal; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 0cm; margin: 15.0pt 0cm 15.0pt 0cm;\"\u003e\u003cspan lang=\"RU\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-ansi-language: RU; mso-fareast-language: RU;\"\u003eKey Features:\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv style=\"mso-element: para-border-div; border: solid #D9D9E3 1.0pt; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm 0cm 0cm 5.0pt; background: #F7F7F8; margin-left: -18.0pt; margin-right: 0cm;\"\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; text-indent: -18.0pt; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 5.0pt; margin: 0cm 0cm 0cm 18.0pt;\"\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; color: #374151; mso-fareast-language: RU;\"\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\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eComprehensive introduction to feature engineering concepts and techniques.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; text-indent: -18.0pt; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 5.0pt; margin: 0cm 0cm 0cm 18.0pt;\"\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; color: #374151; mso-fareast-language: RU;\"\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\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003ePractical examples and case studies for hands-on learning.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; text-indent: -18.0pt; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 5.0pt; margin: 0cm 0cm 0cm 18.0pt;\"\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; color: #374151; mso-fareast-language: RU;\"\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\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eStep-by-step guidance for crafting effective data features.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; text-indent: -18.0pt; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 5.0pt; margin: 0cm 0cm 0cm 18.0pt;\"\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; color: #374151; mso-fareast-language: RU;\"\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\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eInsights into the impact of feature engineering on model performance.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; text-indent: -18.0pt; line-height: normal; mso-list: l0 level1 lfo1; tab-stops: list 36.0pt; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 5.0pt; margin: 0cm 0cm 0cm 18.0pt;\"\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; color: #374151; mso-fareast-language: RU;\"\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\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eTips and best practices for feature selection and optimization.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003cdiv style=\"mso-element: para-border-div; border: solid #D9D9E3 1.0pt; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm 0cm 0cm 0cm; background: #F7F7F8;\"\u003e\n\u003cp class=\"MsoNormal\" align=\"left\" style=\"text-align: left; line-height: normal; background: #F7F7F8; border: none; mso-border-alt: solid #D9D9E3 .25pt; padding: 0cm; mso-padding-alt: 0cm 0cm 0cm 0cm; margin: 15.0pt 0cm 0cm 0cm;\"\u003e\u003cspan lang=\"EN-US\" style=\"font-family: 'Segoe UI',sans-serif; mso-fareast-font-family: 'Times New Roman'; color: #374151; mso-fareast-language: RU;\"\u003eEquip yourself with the essential skills to transform raw data into actionable insights. 'Feature Engineering for Beginners' is your companion in the journey towards mastering the craft of feature engineering and unleashing the true potential of your data analysis endeavors.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\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":51864929468711,"sku":null,"price":0.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0960\/8947\/3319\/files\/bookcoverfront_365d5c87-1271-472e-93e6-c6d999b291ab.jpg?v=1786545604","url":"https:\/\/audiobooksdeals.com\/products\/feature-engineering-for-beginners","provider":"AudiobooksDeals","version":"1.0","type":"link"}