{"id":8317,"date":"2022-06-21T13:12:47","date_gmt":"2022-06-21T07:42:47","guid":{"rendered":"https:\/\/navata.com\/cms\/?p=8317"},"modified":"2022-10-17T11:25:52","modified_gmt":"2022-10-17T05:55:52","slug":"importance-of-data-science-in-logistics","status":"publish","type":"post","link":"https:\/\/www.navata.com\/cms\/importance-of-data-science-in-logistics\/","title":{"rendered":"11 Importance of Data Science In Logistics"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8317\" class=\"elementor elementor-8317\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-34c9b814 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"34c9b814\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;background_motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_effect&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_speed&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:2.4,&quot;sizes&quot;:[]},&quot;motion_fx_motion_fx_scrolling&quot;:&quot;yes&quot;,&quot;background_motion_fx_translateY_affectedRange&quot;:{&quot;unit&quot;:&quot;%&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:{&quot;start&quot;:0,&quot;end&quot;:100}},&quot;background_motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;motion_fx_devices&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;]}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8591b6e\" data-id=\"8591b6e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a80e72 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"5a80e72\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">11 Importance of Data Science In Logistics<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-46d0cbe9 elementor-section-stretched elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"46d0cbe9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-3549097a\" data-id=\"3549097a\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2a4fe6ad elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"2a4fe6ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;marker_view&quot;:&quot;numbers&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__2a4fe6ad\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-down\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M207.029 381.476L12.686 187.132c-9.373-9.373-9.373-24.569 0-33.941l22.667-22.667c9.357-9.357 24.522-9.375 33.901-.04L224 284.505l154.745-154.021c9.379-9.335 24.544-9.317 33.901.04l22.667 22.667c9.373 9.373 9.373 24.569 0 33.941L240.971 381.476c-9.373 9.372-24.569 9.372-33.942 0z\"><\/path><\/svg><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__2a4fe6ad\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-chevron-up\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M240.971 130.524l194.343 194.343c9.373 9.373 9.373 24.569 0 33.941l-22.667 22.667c-9.357 9.357-24.522 9.375-33.901.04L224 227.495 69.255 381.516c-9.379 9.335-24.544 9.317-33.901-.04l-22.667-22.667c-9.373-9.373-9.373-24.569 0-33.941L207.03 130.525c9.372-9.373 24.568-9.373 33.941-.001z\"><\/path><\/svg><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__2a4fe6ad\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<svg class=\"elementor-toc__spinner eicon-animation-spin e-font-icon-svg e-eicon-loading\" aria-hidden=\"true\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M500 975V858C696 858 858 696 858 500S696 142 500 142 142 304 142 500H25C25 237 238 25 500 25S975 237 975 500 763 975 500 975Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c135cd2 elementor-widget elementor-widget-heading\" data-id=\"c135cd2\" 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\">Data Science In Logistics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7b4bda elementor-widget elementor-widget-text-editor\" data-id=\"c7b4bda\" 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<p>With antiquated and inflexible equipment and machinery, the logistics business was unable to maximise output, profit, or customer pleasure. This was until recently. But things are starting to change. Logistics is a fantastic case study for Data Science because of the rapid advancements in digital technology, changing consumer tastes, and the popularity of e-commerce. Revolutionizing the LSP industry will be greatly aided by using analytics, relevant data, artificial intelligence (AI), and machine learning (ML).<\/p><p>One area where data scientists can have a significant impact is logistics, where they can reduce waste and improve delivery routes (which can lead to lower costs), select carriers that use best practises for reducing CO2 emissions and accurately forecast supply and demand cycles. They can also ensure that hazardous materials are handled with extreme care. Humankind can profit from the power of data, and data scientists are in a position to do so.<\/p>\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-df20302 elementor-widget elementor-widget-image\" data-id=\"df20302\" 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=\"1024\" height=\"576\" src=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6-1024x576.png\" class=\"attachment-large size-large wp-image-8351\" alt=\"\" srcset=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6-1024x576.png 1024w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6-300x169.png 300w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6-768x432.png 768w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6-1536x864.png 1536w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6-800x450.png 800w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-6.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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 class=\"elementor-element elementor-element-8b43fb8 elementor-widget elementor-widget-heading\" data-id=\"8b43fb8\" 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\">Importance of Data Science in Logistics <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87047f3 elementor-widget elementor-widget-heading\" data-id=\"87047f3\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Increasing The Operational Efficiency<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fcd6325 elementor-widget elementor-widget-text-editor\" data-id=\"fcd6325\" 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<p>Maintaining operational standards and getting rid of operational inefficiencies are two significant aims to work toward. The use of data allows one to monitor and analyse how activities are evolving over time. If you have operational data and expertise in data science, you will be able to monitor and assess key performance indicators (KPIs) such as cost, value, services, and waste at regular intervals. This will allow you to avert catastrophes and take remedial action. As a result, the efficiency of these measures will improve, and they will also become more transparent.<\/p>\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-af2725e elementor-widget elementor-widget-text-editor\" data-id=\"af2725e\" 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<p>Also Read: <a href=\"https:\/\/navata.com\/cms\/benefits-of-internet-of-things\/\">10 Major Benefits of Internet of Things (IoT) on Supply Chain Management<\/a><\/p>\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-abae193 elementor-widget elementor-widget-heading\" data-id=\"abae193\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Improving Forecasting<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4797b9c elementor-widget elementor-widget-text-editor\" data-id=\"4797b9c\" 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<p>In order to obtain more reliable results from forecasting models using current forecasting methods such as single or multiple regression, time series analysis, etc., where the mean absolute error is typically over 25%, it is necessary to deal with a larger number of variables and analogies. Improving forecasting The field of data science may help improve forecasting by enabling the collection of data in real-time and the rapid and precise analysis of data coming from a variety of sources.<\/p>\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-227683e elementor-widget elementor-widget-text-editor\" data-id=\"227683e\" 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<p>You May Also Like To Read: <a href=\"https:\/\/navata.com\/cms\/artificial-intelligence-in-logistics-industry\/\">Artificial Intelligence in Logistics Industry<\/a><\/p>\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-654f221 elementor-widget elementor-widget-heading\" data-id=\"654f221\" 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<h3 class=\"elementor-heading-title elementor-size-default\">The Use of Big Data May Enhance Both The Logistical Operations and The Experience of The Client<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c094135 elementor-widget elementor-widget-text-editor\" data-id=\"c094135\" 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<p>We live in a society that prioritizes the needs of consumers and where instant gratification is expected. Because of this, we are always trying to better ourselves and the manner that we do business in order to accommodate the requirements of the market. The availability of large amounts of data gives a chance to improve performance in all areas. Companies that deal with logistics often face difficulties while attempting to automate and optimize their services.<\/p><p>According to the findings of a poll conducted by 3PL, &#8220;70% of logistics organizations believed that the greatest use of big data would be to route optimization.&#8221; The use of data science in this context has the potential to strengthen client loyalty, provide more precise consumer segmentation, and improve customer service. It will also accelerate the development of customer relationship management strategies. Big Data will give a thorough picture of consumer needs as well as the quality of the service, which can be utilized to enhance product quality.<\/p>\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-068e59b elementor-widget elementor-widget-image\" data-id=\"068e59b\" 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 decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2-1024x576.png\" class=\"attachment-large size-large wp-image-8353\" alt=\"Importance of Data Science In Logistics\" srcset=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2-1024x576.png 1024w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2-300x169.png 300w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2-768x432.png 768w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2-1536x864.png 1536w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2-800x450.png 800w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-2-2.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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 class=\"elementor-element elementor-element-fbf1e8d elementor-widget elementor-widget-heading\" data-id=\"fbf1e8d\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Route Optimisation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26a373a elementor-widget elementor-widget-text-editor\" data-id=\"26a373a\" 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<p>The technique of determining the quickest path to a certain point is known as route optimization. Vehicle routing problem (VRP) avoids issues such as determining the most efficient path to deliver an item to the client Routing algorithms take into consideration data such as the number of items requested and their location, as well as how often they are ordered. Information on the nearest vehicle can be provided quickly thanks to data science techniques..<\/p><p>The number of orders, the weather, the route&#8217;s average speed, fuel usage, and the amount of time may all be used to spot trends. Big Data may also be used to better understand how people travel. The sensors installed on cars provide environmental data that may be used to assess pollution levels, noise levels, and other aspects of traffic flow. According to the statistics, route optimization may cut CO2 emissions by 10% to 30%, boost mileage by 8% to 20%, reduce labour expenses by 20% to 70%, and save planning and management time by 15% to 70%.<\/p>\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-71b2b05 elementor-widget elementor-widget-image\" data-id=\"71b2b05\" 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 decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1-1024x576.png\" class=\"attachment-large size-large wp-image-8352\" alt=\"Importance of Data Science In Logistics\" srcset=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1-1024x576.png 1024w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1-300x169.png 300w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1-768x432.png 768w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1-1536x864.png 1536w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1-800x450.png 800w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-1-1.png 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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 class=\"elementor-element elementor-element-cbc6624 elementor-widget elementor-widget-heading\" data-id=\"cbc6624\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Improved Delivery of Products<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8d9934 elementor-widget elementor-widget-text-editor\" data-id=\"c8d9934\" 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<p>Because cosmetics and perishables are very perishable, it is difficult for logistics businesses to develop an effective transportation network. In contrast, a temperature sensor coupled with artificial intelligence can detect the ideal settings for delicate commodities and change the environment to guarantee that the goods stay fresh.<\/p>\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-ddcb447 elementor-widget elementor-widget-text-editor\" data-id=\"ddcb447\" 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<p>Also Read: <a href=\"https:\/\/navata.com\/cms\/trucking-management-and-automation\/\">Trucking management and automation<\/a><\/p>\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-f82cf81 elementor-widget elementor-widget-heading\" data-id=\"f82cf81\" 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<h3 class=\"elementor-heading-title elementor-size-default\">A Network of Data That is Linked to One Another<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65511c4 elementor-widget elementor-widget-text-editor\" data-id=\"65511c4\" 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<p>The logistics industry leaves a trail of market knowledge behind it, and buried within that trail are prospects for further advancement. Data science makes it possible to extract insights that may be put into action, providing a competitive edge.<\/p>\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-efd346b elementor-widget elementor-widget-heading\" data-id=\"efd346b\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Upgrading Warehouse Management<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-375a0b0 elementor-widget elementor-widget-text-editor\" data-id=\"375a0b0\" 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<p>The field of data science offers novel approaches to the administration of warehouses, which enables businesses involved in logistics to reduce their expenses. An investigation of the loading, transporting, and delivering processes may result in the development of more efficient strategies.<\/p>\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-323c189 elementor-widget elementor-widget-text-editor\" data-id=\"323c189\" 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<p>You May Also Like To Read: <a href=\"https:\/\/navata.com\/cms\/navata-goes-digital\/\">Navata Goes Digital to Ensure a Hassle-Free Payment Experience<\/a><\/p>\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-14da742 elementor-widget elementor-widget-heading\" data-id=\"14da742\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Risk Assessment<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e7ea7c elementor-widget elementor-widget-text-editor\" data-id=\"8e7ea7c\" 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<p>It is necessary to monitor and forecast the occurrence of events and processes that have the potential to disrupt supply chains. The field of data science contributes to the development of a resilient transport model by making use of data, intelligently forecasting disruptions, and notifying the relevant parties afterwards.<\/p>\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-70f641a elementor-widget elementor-widget-heading\" data-id=\"70f641a\" 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<h3 class=\"elementor-heading-title elementor-size-default\">End-to-end Visibility<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61d1a2c elementor-widget elementor-widget-text-editor\" data-id=\"61d1a2c\" 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<p>It will be much simpler to assure end-to-end visibility throughout the supply chain when data science and analytics are paired with information obtained from sensors, together with real-time monitoring and 5G technology.<\/p>\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-e692fc4 elementor-widget elementor-widget-heading\" data-id=\"e692fc4\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Big Data Has The Potential To Reduce Costs And Contribute To Improved Supply-chain Planning.<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e56abe elementor-widget elementor-widget-text-editor\" data-id=\"3e56abe\" 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<p>Few organisations in the logistics industry have made the investment required to make use of big data to get insights from which they may take action in order to improve supply-chain planning. The vast majority of businesses have not given any thought to the potential benefits that data science might bring to their operations. The majority of companies do not have the time or finances to engage in educating their employees.<\/p>\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-1b2faed elementor-widget elementor-widget-text-editor\" data-id=\"1b2faed\" 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<p>Also Read: <a href=\"https:\/\/updatelatest.com\/renault-trucks-unveils-e-mobility-concept\/\">Three Types of Electric Transportation in one Vehicle \u2013 Renault Trucks Unveils e-Mobility Concept<\/a><\/p>\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-ffb1a4a elementor-widget elementor-widget-heading\" data-id=\"ffb1a4a\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Smart Warehouses and Market Forecasting<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96c4ed2 elementor-widget elementor-widget-text-editor\" data-id=\"96c4ed2\" 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<p>The logistics of the supply chain include transportation as only one component. Before being delivered to their final location, goods are often kept in a warehouse where they can be accessed easily. Both perishable commodities (such as vegetables, meat, and medicines) and hazardous materials need to be stored in a certain environment, complete with a certain temperature and appropriate packaging. Wastage and damaged products not only have an adverse effect on a company&#8217;s bottom line, but also pose a potential risk to the customer&#8217;s health and safety.<\/p><p>This is true even if an agreed-upon proportion of product loss has already been included. Data scientists that specialize in logistics and supply chains may assist in the development of a smart warehouse system that enables automatic warnings to be set up for temperature sensors in the warehouse. The temperature may then be changed automatically for various regions of the warehouse, or authorized staff can manually modify the ambient conditions. Both of these options are available.<\/p><p>In addition, a trained data scientist in logistics and supply chains can give more accurate market forecasting with the use of predictive analytics. This allows them to watch supply vs demand, which ultimately results in a reduction in loss caused by an overabundance or undersupply of goods.<\/p><p>Such forecasts can also be automated and extended to vendor analysis, for example, predicting which vendors are the most reliable in terms of payment, pickup, delivery, complying with national and international regulations, and so on. This type of forecasting can be automated and extended in a number of ways.<\/p>\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-555ea17 elementor-widget elementor-widget-image\" data-id=\"555ea17\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-3-1-1024x576.png\" class=\"attachment-large size-large wp-image-8354\" alt=\"Importance of Data Science In Logistics\" srcset=\"https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-3-1-1024x576.png 1024w, https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2022\/06\/Present-with-ease-3-1-300x169.png 300w, 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32-32 32 14.4 32 32-14.4 32-32 32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><svg class=\"elementor-toggle-icon-opened e-font-icon-svg e-fas-truck-loading\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M50.2 375.6c2.3 8.5 11.1 13.6 19.6 11.3l216.4-58c8.5-2.3 13.6-11.1 11.3-19.6l-49.7-185.5c-2.3-8.5-11.1-13.6-19.6-11.3L151 133.3l24.8 92.7-61.8 16.5-24.8-92.7-77.3 20.7C3.4 172.8-1.7 181.6.6 190.1l49.6 185.5zM384 0c-17.7 0-32 14.3-32 32v323.6L5.9 450c-4.3 1.2-6.8 5.6-5.6 9.8l12.6 46.3c1.2 4.3 5.6 6.8 9.8 5.6l393.7-107.4C418.8 464.1 467.6 512 528 512c61.9 0 112-50.1 112-112V0H384zm144 448c-26.5 0-48-21.5-48-48s21.5-48 48-48 48 21.5 48 48-21.5 48-48 48z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">More Content Sites<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2761\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2761\"><ul><li><a href=\"http:\/\/feasibility.pro\/\" target=\"_blank\" rel=\"noopener\">Feasibility<\/a><\/li><li><a href=\"http:\/\/360learning.info\/\" target=\"_blank\" rel=\"noopener\">360learning<\/a><\/li><li><a href=\"http:\/\/updatelatest.com\/\" target=\"_blank\" rel=\"noopener\">UpdateLatest<\/a><\/li><li><a href=\"http:\/\/profressionals..com\/\" target=\"_blank\" rel=\"noopener\" data-wplink-url-error=\"true\">Profressionals<\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b06f579 elementor-widget elementor-widget-text-editor\" data-id=\"b06f579\" 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<p>Thanks For Reading: 11 Importance of Data Science In Logistics<\/p>\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-6bc50d6 elementor-widget elementor-widget-text-editor\" data-id=\"6bc50d6\" 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<p>Powered By <a href=\"http:\/\/360presence.info\">360Presence<\/a><\/p>\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-2b65eff2 elementor-widget elementor-widget-facebook-button\" data-id=\"2b65eff2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"facebook-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div data-layout=\"standard\" data-colorscheme=\"light\" data-size=\"small\" data-show-faces=\"false\" class=\"elementor-facebook-widget fb-like\" data-href=\"https:\/\/www.navata.com\/cms?p=8317\" data-share=\"false\" 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href=\"https:\/\/www.navata.com\/cms\/partial-truck-load-service-providers-in-chennai\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13-300x169.webp\" class=\"attachment-medium size-medium wp-image-37963\" alt=\"Partial Truck Load Service Providers in Chennai\" srcset=\"https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13-300x169.webp 300w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13-1024x576.webp 1024w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13-768x432.webp 768w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13-1536x864.webp 1536w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13-800x450.webp 800w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-13.webp 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.navata.com\/cms\/partial-truck-load-service-providers-in-chennai\/\" >\n\t\t\t\tBest 10 PTL Partial Truck Load Service Providers in Chennai\u00a0\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.navata.com\/cms\/partial-truck-load-service-providers-in-chennai\/\" aria-label=\"Read more about Best 10 PTL Partial Truck Load Service Providers in Chennai\u00a0\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-38836 post type-post status-publish format-standard has-post-thumbnail hentry category-logistics category-transportation tag-logistics-operations entry has-media\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" 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\/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.navata.com\/cms\/containerized-vs-open-body-trucks\/\" >\n\t\t\t\tContainerized vs Open Body Trucks: Choosing the Right Vehicle for Logistics Operations\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.navata.com\/cms\/containerized-vs-open-body-trucks\/\" aria-label=\"Read more about Containerized vs Open Body Trucks: Choosing the Right Vehicle for Logistics Operations\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-38715 post type-post status-publish format-standard has-post-thumbnail hentry category-news entry has-media\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.navata.com\/cms\/budget-2026-2\/\" tabindex=\"-1\" >\n\t\t\t<div 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href=\"https:\/\/www.navata.com\/cms\/budget-2026-2\/\" >\n\t\t\t\tBudget 2026: Logistics Sector Pushes for Faster Execution, Digital and Green Shift\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.navata.com\/cms\/budget-2026-2\/\" aria-label=\"Read more about Budget 2026: Logistics Sector Pushes for Faster Execution, Digital and Green Shift\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-38690 post type-post status-publish format-standard has-post-thumbnail hentry category-news entry has-media\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.navata.com\/cms\/indian-railways-freight-corridor\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42-300x169.webp\" class=\"attachment-medium size-medium wp-image-38708\" alt=\"Indian Railways Freight Corridor\" srcset=\"https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42-300x169.webp 300w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42-1024x576.webp 1024w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42-768x432.webp 768w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42-1536x864.webp 1536w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42-800x450.webp 800w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-42.webp 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.navata.com\/cms\/indian-railways-freight-corridor\/\" >\n\t\t\t\tIndian Railways Freight Corridor Sets Record as JNPT Link Nears Completion\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.navata.com\/cms\/indian-railways-freight-corridor\/\" aria-label=\"Read more about Indian Railways Freight Corridor Sets Record as JNPT Link Nears Completion\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-38659 post type-post status-publish format-standard has-post-thumbnail hentry category-news entry has-media\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.navata.com\/cms\/trump-iran-tariff-threat\/\" tabindex=\"-1\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35-300x169.webp\" class=\"attachment-medium size-medium wp-image-38677\" alt=\"Trump Iran Tariff Threat\" srcset=\"https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35-300x169.webp 300w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35-1024x576.webp 1024w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35-768x432.webp 768w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35-1536x864.webp 1536w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35-800x450.webp 800w, https:\/\/www.navata.com\/cms\/wp-content\/uploads\/2026\/01\/NRT-35.webp 1920w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.navata.com\/cms\/trump-iran-tariff-threat\/\" >\n\t\t\t\tTrump Iran Tariff Threat Clouds India\u2019s Trade and Maritime Plans\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" 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style=\"background-image: url(https:\/\/www.navata.com\/cms\/blog\/wp-content\/uploads\/2020\/05\/Image-1-1.jpg);\" role=\"img\" aria-label=\"Image-1\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tCalculate your freight\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-xs\" href=\"http:\/\/www.navata.com\/freight-cal.php\">\n\t\t\t\t\t\tCalculate\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Table of Contents Data Science In Logistics With antiquated and inflexible equipment and machinery, the logistics business was unable to maximise output, profit, or 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