{"product_id":"machine-learning-architecture-in-the-age-of-artificial-intelligence-1st-edition","title":"Machine Learning: Architecture in the age of Artificial Intelligence 1st Edition","description":"\u003cdiv data-cel-widget=\"bookDescription_feature_div\" data-csa-c-id=\"u7qumn-38oend-85jy7q-z9853p\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-asin=\"\" data-csa-c-slot-id=\"bookDescription_feature_div\" data-csa-c-content-id=\"bookDescription\" data-csa-c-type=\"widget\" data-feature-name=\"bookDescription\" class=\"celwidget\" id=\"bookDescription_feature_div\"\u003e\n\u003cdiv class=\"a-expander-collapsed-height a-row a-expander-container a-spacing-base a-expander-partial-collapse-container\" data-a-expander-collapsed-height=\"280\" data-a-expander-name=\"book_description_expander\"\u003e\n\u003cdiv class=\"a-expander-content a-expander-partial-collapse-content\" data-expanded=\"false\"\u003e\n\u003cdiv id=\"bookDescription_feature_div\" class=\"celwidget\" data-feature-name=\"bookDescription\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"bookDescription\" data-csa-c-slot-id=\"bookDescription_feature_div\" data-csa-c-asin=\"1604272058\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-id=\"xzst4v-oqvam5-7vyc43-dx6vtu\" data-cel-widget=\"bookDescription_feature_div\"\u003e\n\u003cdiv data-a-expander-name=\"book_description_expander\" data-a-expander-collapsed-height=\"280\" class=\"a-expander-collapsed-height a-row a-expander-container a-spacing-base a-expander-partial-collapse-container\"\u003e\n\u003cdiv data-expanded=\"false\" class=\"a-expander-content a-expander-partial-collapse-content\"\u003e\n\u003cdiv id=\"bookDescription_feature_div\" class=\"celwidget\" data-feature-name=\"bookDescription\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"bookDescription\" data-csa-c-slot-id=\"bookDescription_feature_div\" data-csa-c-asin=\"3662638622\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-id=\"xcc6np-eu9lp-n3nxkq-kq20rp\" data-cel-widget=\"bookDescription_feature_div\"\u003e\n\u003cdiv data-a-expander-name=\"book_description_expander\" data-a-expander-collapsed-height=\"280\" class=\"a-expander-collapsed-height a-row a-expander-container a-spacing-base a-expander-partial-collapse-container\"\u003e\n\u003cdiv class=\"accordion-item\" id=\"acc-description\"\u003e\n\u003cdiv role=\"region\" id=\"flush-collapseTwo\" class=\"accordion-collapse collapse show\" aria-labelledby=\"flush-headingTwo\"\u003e\n\u003cdiv class=\"accordion-body description\"\u003e\n\u003cdiv class=\"desc-full\"\u003e\n\u003cdiv class=\"expanded\" id=\"bookDescriptionBox\"\u003e\n\u003cdiv data-cel-widget=\"bookDescription_feature_div\" data-csa-c-id=\"3sw7e6-7qn33b-s94gya-4hrs6b\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-asin=\"\" data-csa-c-slot-id=\"bookDescription_feature_div\" data-csa-c-content-id=\"bookDescription\" data-csa-c-type=\"widget\" data-feature-name=\"bookDescription\" class=\"celwidget\" id=\"bookDescription_feature_div\"\u003e\n\u003cdiv class=\"a-expander-collapsed-height a-row a-expander-container a-spacing-base a-expander-partial-collapse-container\" data-a-expander-collapsed-height=\"280\" data-a-expander-name=\"book_description_expander\"\u003e\n\u003cdiv class=\"a-expander-content a-expander-partial-collapse-content\" data-expanded=\"false\"\u003e\n\u003cmain class=\"ceng-pageContents ceng-pageContents--default  unified-header--padding unified-header--onMobile\" id=\"main\" role=\"main\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"ceng-studentProduct ceng-studentProduct--details ng-scope\"\u003e\n\u003cdiv class=\"ceng-studentProduct_section ceng-studentProduct_section--about ceng-studentProduct_section--gray\"\u003e\n\u003cdiv class=\"ceng-studentProductAbout ceng-studentProductAbout--inset\"\u003e\n\u003cdiv id=\"bookDescription_feature_div\" class=\"celwidget\" data-feature-name=\"bookDescription\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"bookDescription\" data-csa-c-slot-id=\"bookDescription_feature_div\" data-csa-c-asin=\"3032267129\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-id=\"fvncma-4r4hp8-26ib6k-yx6trl\" data-cel-widget=\"bookDescription_feature_div\"\u003e\n\u003cdiv data-a-expander-name=\"book_description_expander\" data-a-expander-collapsed-height=\"280\" class=\"a-expander-collapsed-height a-row a-expander-container a-spacing-base a-expander-partial-collapse-container\"\u003e\n\u003cdiv data-expanded=\"false\" class=\"a-expander-content a-expander-partial-collapse-content\"\u003e\n\u003cp\u003e\u003cspan\u003e‘The advent of machine learning-based AI systems demands that our industry does not just share toys, but builds a new sandbox in which to play with them.’ - Phil Bernstein\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThe profession is changing. A new era is rapidly approaching when computers will not merely be instruments for data creation, manipulation and management, but, empowered by artificial intelligence, they will become agents of design themselves. Architects need a strategy for facing the opportunities and threats of these emergent capabilities or risk being left behind. Architecture’s best-known technologist, Phil Bernstein, provides that strategy. Divided into three key sections – Process, Relationships and Results – \u003c\/span\u003e\u003cspan class=\"a-text-italic\"\u003eMachine Learning\u003cspan\u003e \u003c\/span\u003e\u003c\/span\u003e\u003cspan\u003elays out an approach for anticipating, understanding and managing a world in which computers often augment, but may well also supplant, knowledge workers like architects. Armed with this insight, practices can take full advantage of the new technologies to future-proof their business. Features chapters on:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul class=\"a-unordered-list a-vertical\"\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eProfessionalism\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eTools and technologies\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eLaws, policy and risk\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eDelivery, means and methods\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eCreating, consuming and curating data\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eValue propositions and business models.\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv id=\"globalStoreInfoBullets_feature_div\" class=\"celwidget\" data-feature-name=\"globalStoreInfoBullets\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"globalStoreInfoBullets\" data-csa-c-slot-id=\"globalStoreInfoBullets_feature_div\" data-csa-c-asin=\"3032267129\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-id=\"ns8klm-my4zy3-ryy037-2jj2l4\" data-cel-widget=\"globalStoreInfoBullets_feature_div\"\u003e\u003c\/div\u003e\n\u003cdiv id=\"buyingOptionNostosBadge_feature_div\" class=\"celwidget\" data-feature-name=\"buyingOptionNostosBadge\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"buyingOptionNostosBadge\" data-csa-c-slot-id=\"buyingOptionNostosBadge_feature_div\" data-csa-c-asin=\"3032267129\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-id=\"tm1qga-653n7w-wd6x78-z9kfv\" data-cel-widget=\"buyingOptionNostosBadge_feature_div\"\u003e\u003c\/div\u003e\n\u003cdiv id=\"tellAmazon_feature_div\" class=\"celwidget\" data-feature-name=\"tellAmazon\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"tellAmazon\" data-csa-c-slot-id=\"tellAmazon_feature_div\" data-csa-c-asin=\"3032267129\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-id=\"vytcf4-p5emh5-jtrc8x-4ji8f7\" data-cel-widget=\"tellAmazon_feature_div\"\u003e\n\u003cdiv class=\"celwidget c-f\" data-csa-op-log-render=\"\" data-csa-c-content-id=\"DsUnknown\" data-csa-c-slot-id=\"DsUnknown-6\" data-csa-c-type=\"widget\" data-csa-c-painter=\"tell-amazon-desktop-cards\" data-csa-c-id=\"pr7z09-hucrfr-fh2amt-eneob\" data-cel-widget=\"tell-amazon-desktop_DetailPage_5\"\u003e\n\u003cdiv id=\"CardInstanceAh1T28FPYLJvw7LU8AZUxQ\" data-card-metrics-id=\"tell-amazon-desktop_DetailPage_5\" data-acp-tracking=\"{}\" data-mix-claimed=\"true\"\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/main\u003e\u003cfooter class=\"ceng-footer\" id=\"ceng-footer\"\u003e\n\u003cdiv class=\"ceng-footer_nav\"\u003e\n\u003cdiv class=\"ceng-footer_regionSelectorContainer\"\u003e\n\u003cdiv class=\"ceng-footer_regionSelector\" id=\"site-image\"\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/footer\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv data-cel-widget=\"hushpuppyUpsell_feature_div\" data-csa-c-id=\"kg9ezb-kabapw-q5u71m-qjl1qh\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-asin=\"\" data-csa-c-slot-id=\"hushpuppyUpsell_feature_div\" data-csa-c-content-id=\"hushpuppyUpsell\" data-csa-c-type=\"widget\" data-feature-name=\"hushpuppyUpsell\" class=\"celwidget\" id=\"hushpuppyUpsell_feature_div\"\u003e\u003c\/div\u003e\n\u003cdiv data-cel-widget=\"richProductInformation_feature_div\" data-csa-c-id=\"b7h9km-o7rohq-3cuucn-jmvjmj\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-asin=\"\" data-csa-c-slot-id=\"richProductInformation_feature_div\" data-csa-c-content-id=\"richProductInformation\" data-csa-c-type=\"widget\" data-feature-name=\"richProductInformation\" class=\"celwidget\" id=\"richProductInformation_feature_div\"\u003e\n\u003cdiv data-cel-widget=\"rich_product_information\" data-csa-c-id=\"cea7ym-qmmoka-3p8s0d-6ok0qf\" class=\"a-section a-spacing-none celwidget\" id=\"rich_product_information\"\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv class=\"celwidget aplus-module module-12 aplus-standard\" data-cel-widget=\"aplus-module-12\" data-csa-c-id=\"e48qwb-36wm3s-vb6e8j-pnxs9b\"\u003e\n\u003cdiv class=\"aplus-module-wrapper apm-spacing apm-floatnone apm-fixed-width\"\u003e\n\u003cdiv class=\"apm-sidemodule aplus-module-content\"\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cb\u003eBOOKREAD™ 5-STEP SATISFACTION GUARANTEE\u003c\/b\u003e\u003c\/strong\u003e\u003cbr\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e\u003cstrong\u003e1. No Risk, 30-Day Money-Back Guarantee. \u003cbr\u003e2. instant download. No surprises or hidden fees.\u003cbr\u003e3. Safe Payments via Credit\/Debit Card or PayPal® \u003cbr\u003e4. McAfee™ and SSL secured shopping cart.\u003cbr\u003e5. lifetime customer support.\u003c\/strong\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\n\u003cdiv class=\"a-section a-spacing-small a-padding-base\"\u003e\u003cbr\u003e\u003c\/div\u003e\n\u003c\/div\u003e\n\u003cdiv\u003e\u003cbr\u003e\u003c\/div\u003e","brand":"My Store","offers":[{"title":"PDF","offer_id":57430288662859,"sku":null,"price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1031\/1204\/8971\/files\/71zSC_Jv_3L._SL1500.jpg?v=1779663969","url":"https:\/\/bookread.io\/products\/machine-learning-architecture-in-the-age-of-artificial-intelligence-1st-edition","provider":"bookread","version":"1.0","type":"link"}