{"id":251521,"date":"2026-07-13T01:19:19","date_gmt":"2026-07-12T22:19:19","guid":{"rendered":"https:\/\/1kitap1.com\/en\/ai-for-marketing-and-product-innovation-a-k-pradeep\/"},"modified":"2026-07-13T01:19:19","modified_gmt":"2026-07-12T22:19:19","slug":"ai-for-marketing-and-product-innovation-a-k-pradeep","status":"publish","type":"post","link":"https:\/\/1kitap1.com\/en\/ai-for-marketing-and-product-innovation-a-k-pradeep\/","title":{"rendered":"AI For Marketing And Product Innovation &#8211; A K Pradeep"},"content":{"rendered":"<figure style=\"text-align:center;margin:0 auto 1.5em;\"><img decoding=\"async\" src=\"https:\/\/1kitap1.com\/en\/wp-content\/uploads\/2026\/07\/e54d7fd94b5d3e5e.jpg\" alt=\" - Unknown book cover\" style=\"max-width:300px;width:100%;height:auto;box-shadow:0 4px 12px rgba(0,0,0,.25);border-radius:4px;\"\/><\/figure>\n<p>In humans, consciousness is correlated with novel learning tasks that require concentration, and when a thought is under the spotlight of our attention, it is processed in a slow, sequential manner. Only a very small percentage of our mental processing is conscious at any given time. A superintelligence would surpass expert-level knowledge in every domain, with rapid-fire computations ranging over vast databases that could encompass the entire internet. It may not need the very mental faculties that are associated with conscious experience in humans. Consciousness could be outmoded.<\/p>\n<p>\u2013 Susan Schneider, \u201cThe Problem of AI Consciousness,\u201d Kurzweil, blog post, March 18, We start with a WARNING: Only data that consumers have explicitly given permission to use or mine must be collected and utilized. It is vital that the supply chain of data have the same scrutiny, and integrity that manufacturing supply chains have.<\/p>\n<p>All aggregated data must have explicit consumer consent, and must be collected in compliance with local laws and regulations. Data providers must submit themselves to quality and integrity inspections the same way providers in a supply chain subject themselves to sudden inspections. Data quality and sanitation reports must be available for inspection.<\/p>\n<p>Consumer data provided to academic researchers for scholarly inquiry must not be utilized for commercial purposes, and even the data for academic inquiry must conform to the local legal and privacy requirements. In comingling data from different and distinct sources, care must be taken so consumer privacy is maintained at all costs. Biometric data must be destroyed, and wiped clean on a regular basis. Ecosystems of data must be treated as biohazard and containment zones, and they must require detailed access privileges and quarantine requirements.<\/p>\n<p>Data Sources There are many prime data sources from which algorithms of Machine Learning and AI operate to develop insights. We outline the primary data that is of value to developers of products and creative messages.<\/p>\n<blockquote>\n<p>Copyright \u00a9 2019 by John Wiley &#038; Sons, Inc. All rights reserved. Published by John Wiley &#038; Sons, Inc., Hoboken, New Jersey. Published simultaneously in Canada. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise, except as permitted under Section 107 or 108 of the 1976 United States Copyright Act, without either the prior written permission of the Publisher, or authorization through payment of the appropriate per-copy fee to the Copyright Clearance Center, Inc., 222 Rosewood Drive, Danvers, MA 01923, (978) 750-8400, fax (978) 646-8600, or on the Web at www.copyright.com.<\/p>\n<p>Requests to the Publisher for permission should be addressed to the Permissions Department, John Wiley &#038; Sons, Inc., 111 River Street, Hoboken, NJ 07030, (201) 748-6011, fax (201) 748-6008, or online at http:\/\/www.wiley.com\/go\/permissions. Limit of Liability\/Disclaimer of Warranty: While the publisher and author have used their best efforts in preparing this book, they make no representations or warranties with respect to the accuracy or completeness of the contents of this book and specifically disclaim any implied warranties of merchantability or fitness for a particular purpose.<\/p>\n<p>No warranty may be created or extended by sales representatives or written sales materials. The advice and strategies contained herein may not be suitable for your situation. You should consult with a professional where appropriate. Neither the publisher nor author shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages. For general information on our other products and services or for technical support, please contact our Customer Care Department within the United States at (800) 762-2974, outside the United States at (317) 572-3993 or fax (317) 572-4002.<\/p>\n<p>Wiley publishes in a variety of print and electronic formats and by print-on-demand. Some material included with standard print versions of this book may not be included in e-books or in print-on- demand. If this book refers to media such as a CD or DVD that is not included in the version you purchased, you may download this material at http:\/\/booksupport.wiley.com. For more information about Wiley products, visit www.wiley.com.<\/p>\n<p>ISBN 9781119484066 (Hardcover) ISBN 9781119484080 (ePDF) ISBN 9781119484097 (ePub) 1kitap1.com\/en Dr. Pradeep dedicates this book to his daughters, Alexis and Shane, and his son, Devin, who inspire him with their wit and humor, and to his fianc\u00e9e, Mara, who inspires him with her love and boundless enthusiasm. Andrew Appel dedicates this book to Anne, Sacha, Olivia, Henry, and Minna, who support his passion for working, and to his Mom, from whom he gets his boundless entrepreneurial energy. Stan Sthanunathan dedicates this book to Aditya, Atishi, and Anusha for their love, and to Uma for her tolerance.<\/p>\n<\/blockquote>\n<p><em>This is a short excerpt from the opening of &ldquo;&rdquo; by Unknown, quoted for review and introduction purposes. All rights belong to the copyright holders.<\/em><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/1kitap1.com\/en\/ai-for-marketing-and-product-innovation-a-k-pradeep\/#Book_Information\" >Book Information<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/1kitap1.com\/en\/ai-for-marketing-and-product-innovation-a-k-pradeep\/#Reading_Word_Statistics\" >Reading &amp; Word Statistics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/1kitap1.com\/en\/ai-for-marketing-and-product-innovation-a-k-pradeep\/#Most_Frequent_Words\" >Most Frequent Words<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/1kitap1.com\/en\/ai-for-marketing-and-product-innovation-a-k-pradeep\/#PDF_Download\" >PDF Download<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Book_Information\"><\/span>Book Information<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>Unique ID:<\/strong> e54d7fd94b5d3e5e<\/li>\n<li><strong>File Extension:<\/strong> .pdf<\/li>\n<li><strong>File Size:<\/strong> 1,933,812 bytes (1.844 MB)<\/li>\n<li><strong>Title:<\/strong> &#8211;<\/li>\n<li><strong>Author:<\/strong> Unknown<\/li>\n<li><strong>ISBN:<\/strong> 9781119484066, 9781119484080, 9781119484097<\/li>\n<li><strong>Pages:<\/strong> 252<\/li>\n<li><strong>Language:<\/strong> English (en)<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Reading_Word_Statistics\"><\/span>Reading &amp; Word Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>Estimated Reading Time:<\/strong> 316.31 minutes<\/li>\n<li><strong>Total Words:<\/strong> 63,262<\/li>\n<li><strong>Total Characters:<\/strong> 395,482<\/li>\n<li><strong>Average Words per Page:<\/strong> 251.04<\/li>\n<li><strong>Average Characters per Page:<\/strong> 1569.37<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"Most_Frequent_Words\"><\/span>Most Frequent Words<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>data (554), product (219), learning (203), algorithms (161), marketing (147), time (142), human (141), brand (128), consumer (118), one (118), systems (109), use (101), language (100), way (95), intelligence (94), even (94), price (93), machine (91), new (90), artificial (86), using (84), metaphors (84), based (84), best (81), also (81), things (80), make (77), big (76), like (76), information (73), creative (72), products (71), many (70), non-conscious (70), work (70), people (68), customer (67), well (67), much (63), step (62), personality (62), analysis (61), pricing (61), better (61), consumers (61), set (61), between (61), media (60), metaphor (60), know (59), different (59), first (59), system (58), used (57), world (57), good (57), computers (57), mind (56), innovation (53), rules (53), example (53), algorithmic (52), business (52), enough (51), brands (51), identify (50), conscious (50), future (50), process (50), get (49), computer (49), social (49), services (48), algorithmically (48), don\u2019t (48), brain (48), number (48), tools (47), create (47), research (47), want (47), trends (46), concept (46), category (46), model (46), words (46), com (45), called (45), useful (45), segmentation (44), end (44), two (44), ways (44), important (44), still (44), score (44), elements (44), deep (43), real (43), point (43).<\/p>\n<h2><span class=\"ez-toc-section\" id=\"PDF_Download\"><\/span>PDF Download<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align:center;\"><a href=\"https:\/\/1kitap1.com\/en\/wp-content\/uploads\/2026\/07\/ai-for-marketing-and-product-innovation-a-k-pradeep.pdf\" download rel=\"nofollow\" style=\"display:inline-block;background:#2271b1;color:#ffffff;padding:14px 36px;border-radius:6px;text-decoration:none;font-weight:bold;font-size:1.05em;\">&#11015;&#65039; PDF Download<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In humans, consciousness is correlated with novel learning tasks that require concentration, and when a thought is under the spotlight of our attention, it is processed in a slow, sequential manner. Only a very small percentage of our mental processing is conscious at any given time. A superintelligence would surpass expert-level knowledge in every domain, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":251519,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-251521","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-english"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/posts\/251521","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/comments?post=251521"}],"version-history":[{"count":0,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/posts\/251521\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/media\/251519"}],"wp:attachment":[{"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/media?parent=251521"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/categories?post=251521"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1kitap1.com\/en\/wp-json\/wp\/v2\/tags?post=251521"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}