{"id":7307,"date":"2025-05-23T18:05:26","date_gmt":"2025-05-23T18:05:26","guid":{"rendered":"https:\/\/content-lead.com\/Lead\/?page_id=7307"},"modified":"2025-05-23T18:12:23","modified_gmt":"2025-05-23T18:12:23","slug":"the-big-book-of-machine-learning-use-cases-2nd-edition","status":"publish","type":"page","link":"https:\/\/content-lead.com\/Lead\/the-big-book-of-machine-learning-use-cases-2nd-edition\/","title":{"rendered":"The Big Book of Machine Learning Use Cases \u2013 2nd Edition"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7307\" class=\"elementor elementor-7307\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e417fb e-flex e-con-boxed e-con e-parent\" data-id=\"4e417fb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a3b9c5c e-con-full e-flex e-con e-child\" data-id=\"a3b9c5c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5646e1b elementor-widget elementor-widget-image\" data-id=\"5646e1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"600\" height=\"94\" src=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/05\/bc95f7b4-databricks-logo_10go02m000000000000028.webp\" class=\"attachment-full size-full wp-image-6931\" alt=\"\" srcset=\"https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/05\/bc95f7b4-databricks-logo_10go02m000000000000028.webp 600w, https:\/\/content-lead.com\/Lead\/wp-content\/uploads\/2025\/05\/bc95f7b4-databricks-logo_10go02m000000000000028-300x47.webp 300w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e810cc0 e-con-full e-flex e-con e-child\" data-id=\"e810cc0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb14a5a elementor-widget elementor-widget-html\" data-id=\"bb14a5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n    \n<style>\n\ninput {\n    border: 1px solid grey !important;\n    border-radius: 4px !important;\n    background-color: #fff !important;\n}\nselect {\n    border: 1px solid grey !important;\n    border-radius: 4px !important;\n    background-color: #ffffff !important;\n    -webkit-appearance: none;\n    -moz-appearance: none;\n    appearance: none;\n}\ninput#gform_submit_button_546 {\n    background-color: #fd3622 !important;\n    font-weight: 600;\n    font-family: sans-serif;\n    border-radius: 4px !important;\n    color:#fff;\n    border: none!important;\n    font-size: 18px;\n    padding: 10px 20px;\n    width: 100%;\n \n}\n\n.form-box{\n    border-radius: 0px;\n    background: #fbf7f4;\n    color: black;\n    padding: 25px;\n    border: 0px solid grey;\n      box-shadow: 0 3px 6px rgba(0,0,0,0.16), 0 3px 6px rgba(0,0,0,0.23);\n\n}\n.gform_wrapper.gravity-theme .gfield_label {\n    font-weight: 500;\n}\n\nlabel{\n\tfont-family:rubik;\n\tline-height: 1.5;\n}\n.gform_wrapper.gravity-theme #field_submit, .gform_wrapper.gravity-theme .gform_footer {\n    display: block;\n    text-align: center;\n}\n\nbody {\n\noverflow-x: hidden; 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Get everything you need \u2014 use cases, code samples and notebooks \u2014 so you can start putting the Databricks Lakehouse Platform to work today.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e610d elementor-widget elementor-widget-text-editor\" data-id=\"d5e610d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPlus, you\u2019ll get case studies from leading companies like Comcast, Regeneron and Nationwide.\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed5d41d elementor-widget elementor-widget-text-editor\" data-id=\"ed5d41d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tLearn how to:\n\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8442ad3 elementor-widget elementor-widget-text-editor\" data-id=\"8442ad3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol>\n\t<li>Improve on-shelf availability with out of stock modeling<\/li>\n\t<li>Make real-time decisions in professional sports using quantitative modeling<\/li>\n\t<li>Use dynamic time warping and MLflow to detect sales trends series<\/li>\n\t<li>Perform multivariate time series forecasting with recurrent neural networks<\/li>\n\t<li>Access new product capabilities with demos<\/li>\n\t<li>Detect financial fraud at scale with decision trees and MLflow on Databricks<\/li>\n<\/0l>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-152b453 e-con-full form-box e-flex e-con e-child\" data-id=\"152b453\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d34f4a elementor-widget elementor-widget-heading\" data-id=\"4d34f4a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Get the ebook\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f77a239 elementor-widget elementor-widget-html\" data-id=\"f77a239\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<script type=\"text\/javascript\">var 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>Haiti<\/option><option value='Heard Island and McDonald Islands' >Heard Island and McDonald Islands<\/option><option value='Holy See' >Holy See<\/option><option value='Honduras' >Honduras<\/option><option value='Hong Kong' >Hong Kong<\/option><option value='Hungary' >Hungary<\/option><option value='Iceland' >Iceland<\/option><option value='India' >India<\/option><option value='Indonesia' >Indonesia<\/option><option value='Iran' >Iran<\/option><option value='Iraq' >Iraq<\/option><option value='Ireland' >Ireland<\/option><option value='Isle of Man' >Isle of Man<\/option><option value='Israel' >Israel<\/option><option value='Italy' >Italy<\/option><option value='Jamaica' >Jamaica<\/option><option value='Japan' >Japan<\/option><option value='Jersey' >Jersey<\/option><option value='Jordan' >Jordan<\/option><option value='Kazakhstan' >Kazakhstan<\/option><option value='Kenya' >Kenya<\/option><option value='Kiribati' >Kiribati<\/option><option value='Korea, Democratic People&#039;s Republic of' >Korea, Democratic People&#039;s Republic of<\/option><option value='Korea, Republic of' >Korea, Republic of<\/option><option value='Kuwait' >Kuwait<\/option><option value='Kyrgyzstan' >Kyrgyzstan<\/option><option value='Lao People&#039;s Democratic Republic' >Lao People&#039;s Democratic Republic<\/option><option value='Latvia' >Latvia<\/option><option value='Lebanon' >Lebanon<\/option><option value='Lesotho' >Lesotho<\/option><option value='Liberia' >Liberia<\/option><option value='Libya' >Libya<\/option><option value='Liechtenstein' >Liechtenstein<\/option><option value='Lithuania' >Lithuania<\/option><option value='Luxembourg' >Luxembourg<\/option><option value='Macao' >Macao<\/option><option value='Madagascar' >Madagascar<\/option><option value='Malawi' >Malawi<\/option><option value='Malaysia' >Malaysia<\/option><option value='Maldives' >Maldives<\/option><option value='Mali' >Mali<\/option><option value='Malta' >Malta<\/option><option value='Marshall Islands' >Marshall Islands<\/option><option value='Martinique' >Martinique<\/option><option value='Mauritania' >Mauritania<\/option><option value='Mauritius' >Mauritius<\/option><option value='Mayotte' >Mayotte<\/option><option value='Mexico' >Mexico<\/option><option value='Micronesia' >Micronesia<\/option><option value='Moldova' >Moldova<\/option><option value='Monaco' >Monaco<\/option><option value='Mongolia' >Mongolia<\/option><option value='Montenegro' >Montenegro<\/option><option value='Montserrat' >Montserrat<\/option><option value='Morocco' >Morocco<\/option><option value='Mozambique' >Mozambique<\/option><option value='Myanmar' >Myanmar<\/option><option value='Namibia' >Namibia<\/option><option value='Nauru' >Nauru<\/option><option value='Nepal' >Nepal<\/option><option value='Netherlands' >Netherlands<\/option><option value='New Caledonia' >New Caledonia<\/option><option value='New Zealand' >New Zealand<\/option><option value='Nicaragua' >Nicaragua<\/option><option value='Niger' >Niger<\/option><option value='Nigeria' >Nigeria<\/option><option value='Niue' >Niue<\/option><option value='Norfolk Island' >Norfolk Island<\/option><option value='North Macedonia' >North Macedonia<\/option><option value='Northern Mariana Islands' >Northern Mariana Islands<\/option><option value='Norway' >Norway<\/option><option value='Oman' >Oman<\/option><option value='Pakistan' >Pakistan<\/option><option value='Palau' >Palau<\/option><option value='Palestine, State of' >Palestine, State of<\/option><option value='Panama' >Panama<\/option><option value='Papua New Guinea' >Papua New Guinea<\/option><option value='Paraguay' >Paraguay<\/option><option value='Peru' >Peru<\/option><option value='Philippines' >Philippines<\/option><option value='Pitcairn' >Pitcairn<\/option><option value='Poland' >Poland<\/option><option value='Portugal' >Portugal<\/option><option value='Puerto Rico' >Puerto Rico<\/option><option value='Qatar' >Qatar<\/option><option value='Romania' >Romania<\/option><option value='Russian Federation' >Russian Federation<\/option><option value='Rwanda' >Rwanda<\/option><option value='R\u00e9union' >R\u00e9union<\/option><option value='Saint Barth\u00e9lemy' >Saint Barth\u00e9lemy<\/option><option value='Saint Helena, Ascension and Tristan da Cunha' >Saint Helena, Ascension and Tristan da Cunha<\/option><option value='Saint Kitts and Nevis' >Saint Kitts and Nevis<\/option><option value='Saint Lucia' >Saint Lucia<\/option><option value='Saint Martin' >Saint Martin<\/option><option value='Saint Pierre and Miquelon' >Saint Pierre and Miquelon<\/option><option value='Saint Vincent and the Grenadines' >Saint Vincent and the Grenadines<\/option><option value='Samoa' >Samoa<\/option><option value='San Marino' >San Marino<\/option><option value='Sao Tome and Principe' >Sao Tome and Principe<\/option><option value='Saudi Arabia' >Saudi Arabia<\/option><option value='Senegal' >Senegal<\/option><option value='Serbia' >Serbia<\/option><option value='Seychelles' >Seychelles<\/option><option value='Sierra Leone' >Sierra Leone<\/option><option value='Singapore' >Singapore<\/option><option value='Sint Maarten' >Sint Maarten<\/option><option value='Slovakia' >Slovakia<\/option><option value='Slovenia' >Slovenia<\/option><option value='Solomon Islands' >Solomon Islands<\/option><option value='Somalia' >Somalia<\/option><option value='South Africa' >South Africa<\/option><option value='South Georgia and the South Sandwich Islands' >South Georgia and the South Sandwich Islands<\/option><option value='South Sudan' >South Sudan<\/option><option value='Spain' >Spain<\/option><option value='Sri Lanka' >Sri Lanka<\/option><option value='Sudan' >Sudan<\/option><option value='Suriname' >Suriname<\/option><option value='Svalbard and Jan Mayen' >Svalbard and Jan Mayen<\/option><option value='Sweden' >Sweden<\/option><option value='Switzerland' >Switzerland<\/option><option value='Syria Arab Republic' >Syria Arab Republic<\/option><option value='Taiwan' >Taiwan<\/option><option value='Tajikistan' >Tajikistan<\/option><option value='Tanzania, the United Republic of' >Tanzania, the United Republic of<\/option><option value='Thailand' >Thailand<\/option><option value='Timor-Leste' >Timor-Leste<\/option><option value='Togo' >Togo<\/option><option value='Tokelau' >Tokelau<\/option><option value='Tonga' >Tonga<\/option><option value='Trinidad and Tobago' >Trinidad and Tobago<\/option><option value='Tunisia' >Tunisia<\/option><option value='Turkmenistan' >Turkmenistan<\/option><option value='Turks and Caicos Islands' >Turks and Caicos Islands<\/option><option value='Tuvalu' >Tuvalu<\/option><option value='T\u00fcrkiye' >T\u00fcrkiye<\/option><option value='US Minor Outlying Islands' >US Minor Outlying Islands<\/option><option value='Uganda' >Uganda<\/option><option value='Ukraine' >Ukraine<\/option><option value='United Arab Emirates' >United Arab Emirates<\/option><option value='United Kingdom' >United 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