{"product_id":"doing-data-science-by-oneil-schutt","title":"Doing Data Science by O'Neil \u0026 Schutt","description":"\u003cdiv id=\"drengr_mobileTabbedDescription_feature_div\" data-csa-c-asin=\"\" data-csa-c-content-id=\"drengr_mobileTabbedDescription\" data-csa-c-is-in-initial-active-row=\"false\" data-csa-c-slot-id=\"drengr_mobileTabbedDescription_feature_div\" data-csa-c-type=\"widget\" data-feature-name=\"drengr_mobileTabbedDescription\" data-template-name=\"drengr_mobileTabbedDescription\" class=\"a-section a-spacing-none celwidget\" data-cel-widget=\"drengr_mobileTabbedDescription_feature_div\" data-csa-c-id=\"qat99g-9a9m36-bolvl8-mwdpsh\"\u003e\n\u003cdiv class=\"a-cardui-deck dp-widget-card-deck\" name=\"a-cardui-deck-autoname-4\"\u003e\n\u003cdiv id=\"pInfoTabsCard\" class=\"a-cardui\" data-a-card-type=\"basic\" name=\"a-cardui-deck-autoname-4-card0\"\u003e\n\u003cdiv id=\"pInfoTabsContainer\" class=\"a-tab-container\"\u003e\n\u003cdiv id=\"productDescription_feature_div\" data-feature-name=\"productDescription\" data-template-name=\"productDescription\" class=\"a-section feature\" data-cel-widget=\"productDescription_feature_div\"\u003e\n\u003cdiv data-a-name=\"tab0\" class=\"a-box a-box-tab a-tab-content productInfoTabContent t-prnt t-full\" role=\"tabpanel\" tabindex=\"-1\"\u003e\n\u003cdiv class=\"a-box-inner\"\u003e\n\u003cdiv id=\"productInfoTabExpander0\" data-a-expander-name=\"tabExpander0\" data-a-expander-collapsed-height=\"500\" class=\"a-expander-collapsed-height a-row a-expander-container a-spacing-base a-expander-partial-collapse-container productInfoTabExpander\"\u003e\n\u003cdiv data-expanded=\"true\" class=\"a-expander-content a-expander-partial-collapse-content a-expander-content-expanded\"\u003e\n\u003cdiv id=\"drengr_MobileTabbedDescriptionOverviewContent_feature_div\" class=\"celwidget\" data-feature-name=\"drengr_MobileTabbedDescriptionOverviewContent\" data-csa-c-type=\"widget\" data-csa-c-content-id=\"drengr_MobileTabbedDescriptionOverviewContent\" data-csa-c-slot-id=\"drengr_MobileTabbedDescriptionOverviewContent_feature_div\" data-csa-c-asin=\"\" data-csa-c-is-in-initial-active-row=\"false\" data-cel-widget=\"drengr_MobileTabbedDescriptionOverviewContent_feature_div\" data-csa-c-id=\"72emji-kt0acb-uux6mk-8vpjux\"\u003e\n\u003cp\u003e\u003cspan\u003eNow that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eIn many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eTopics include:\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\u003eStatistical inference, exploratory data analysis, and the data science process\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eAlgorithms\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eSpam filters, Naive Bayes, and data wrangling\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eLogistic regression\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eFinancial modeling\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eRecommendation engines and causality\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eData visualization\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eSocial networks and data journalism\u003c\/span\u003e\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\n\u003cspan class=\"a-list-item\"\u003e\u003cspan\u003eData engineering, MapReduce, Pregel, and Hadoop\u003c\/span\u003e\u003c\/span\u003e\n\u003cp\u003e\u003cspan class=\"a-text-italic\"\u003eDoing Data Science\u003c\/span\u003e\u003cspan\u003e is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\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","brand":"Book Lovers BD","offers":[{"title":"Paperback","offer_id":55156299628835,"sku":null,"price":460.0,"currency_code":"BDT","in_stock":true},{"title":"Hardcover","offer_id":55156299661603,"sku":null,"price":590.0,"currency_code":"BDT","in_stock":true},{"title":"eBook","offer_id":55156299694371,"sku":null,"price":150.0,"currency_code":"BDT","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0954\/5872\/2083\/files\/rn-image_picker_lib_temp_1822fb00-e3a5-4dab-875a-2ae7bb50354b.jpg?v=1779872442","url":"https:\/\/www.bookloversbd.shop\/products\/doing-data-science-by-oneil-schutt","provider":"Book Lovers BD","version":"1.0","type":"link"}