{"id":185733,"date":"2024-05-29T06:24:00","date_gmt":"2024-05-29T05:24:00","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=185733"},"modified":"2024-05-28T16:25:26","modified_gmt":"2024-05-28T15:25:26","slug":"all-about-autonomous-vehicles","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles","title":{"rendered":"Autonomous vehicles: How does they work?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"185733\" class=\"elementor elementor-185733\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-67e2c65 e-flex e-con-boxed e-con\" data-id=\"67e2c65\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d090815 elementor-widget elementor-widget-heading\" data-id=\"d090815\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Autonomous vehicles promise to revolutionize the way humans and goods move around, in a future that is getting closer. When AI takes the wheel and Data serves as the engine: discover everything you need to know about this technology that will change the world!<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fce2dd3 elementor-widget elementor-widget-text-editor\" data-id=\"fce2dd3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Artificial Intelligence is making its way into all areas, including on the roads. Among all the innovations based on this revolutionary technology, one of the most pivotal is undoubtedly <\/span><b>autonomous vehicles<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Once a figment of the overflowing imagination of science fiction authors, the <\/span><b>driverless car<\/b><span style=\"font-weight: 400;\"> is now nearly a reality, driven forward by the rapid advancements in AI and Data Science.<\/span><\/p><p><span style=\"font-weight: 400;\">We hear every day about these vehicles of a new kind, capable of <\/span><b>launching themselves onto the asphalt alone<\/b><span style=\"font-weight: 400;\">, and their manufacturers like Tesla, Waymo with its <a href=\"https:\/\/waymo.com\/\">autonomous taxis<\/a>, or Chinese behemoths like Baidu.<\/span><\/p><p><span style=\"font-weight: 400;\">However, do you genuinely understand how this technology functions? It epitomizes a complex and intriguing fusion between engineering, computing, and cognitive sciences with the sole aim of <\/span><b>enabling vehicles to perceive, analyze, and react to their environment<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Through this article, you&#8217;ll uncover the true secret behind this <\/span><b>road revolution<\/b><span style=\"font-weight: 400;\">, and grasp the crucial role of AI and Big Data!<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-747be73 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"747be73\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/deep-learning-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Follow a course in Deep Learning<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-69ca440 e-flex e-con-boxed e-con\" data-id=\"69ca440\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-412e698 elementor-widget elementor-widget-heading\" data-id=\"412e698\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What are autonomous vehicles?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1a1145a elementor-widget elementor-widget-text-editor\" data-id=\"1a1145a\" data-element_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<p><span style=\"font-weight: 400;\">The term autonomous vehicle refers to <\/span><b>a vehicle capable of perceiving its environment<\/b><span style=\"font-weight: 400;\"> and operating without any human intervention.<\/span><\/p><p><span style=\"font-weight: 400;\">Truth be told, there is <\/span><b>even no need for a passenger to be on board<\/b><span style=\"font-weight: 400;\">. However, like a conventional vehicle, it can navigate from point A to point B using the same roads.<\/span><\/p><p><span style=\"font-weight: 400;\">This technology is far from trivial, as it will eventually <\/span><b>permanently replace manual driving<\/b><span style=\"font-weight: 400;\">. Over time, artificial intelligence will commit fewer errors than humans and will thus be safer.<\/span><\/p><p><span style=\"font-weight: 400;\">That&#8217;s why numerous manufacturers are already developing or testing autonomous vehicles, such as Audi, BMW, Ford, General Motors, Tesla, Volkswagen, and Volvo.<\/span><\/p><p><span style=\"font-weight: 400;\">The <a href=\"https:\/\/www.nhtsa.gov\/technology-innovation\/automated-vehicles-safety\">NHTSA<\/a>, the agency in charge of road safety in the United States, has established <\/span><b>six levels of autonomy<\/b><span style=\"font-weight: 400;\">. Level 0 corresponds to human driving, while level 6 denotes a fully autonomous vehicle&#8230;<\/span><\/p><p><span style=\"font-weight: 400;\">So, how does it operate? What&#8217;s concealed under the hood of these vehicles to enable them to move independently?<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7169bd1 elementor-widget elementor-widget-image\" data-id=\"7169bd1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle2.jpg\" class=\"attachment-full size-full wp-image-185736\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle2.jpg 800w, https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle2-300x171.jpg 300w, https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle2-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-d90f6e5 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"d90f6e5\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/data-scientist-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Get training in Data Science<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ff00f9 e-flex e-con-boxed e-con\" data-id=\"7ff00f9\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ba27c0b elementor-widget elementor-widget-heading\" data-id=\"ba27c0b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Replacing the human driver<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf9e3da elementor-widget elementor-widget-text-editor\" data-id=\"bf9e3da\" data-element_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<p><span style=\"font-weight: 400;\">While the concept of an autonomous vehicle is easy to comprehend, its operation relies on <\/span><b>several highly complex cutting-edge technologies<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Each of these machines is outfitted with a system composed of sensors, algorithms, and software, empowering it to <\/span><b>navigate safely on its own<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Radars monitor the positioning of surrounding vehicles, cameras detect traffic lights, signs, and pedestrians, while Lidar gauges distances and detects road edges through pulses of light.<\/span><\/p><p><span style=\"font-weight: 400;\">All <\/span><b>data collected<\/b><span style=\"font-weight: 400;\"> by these sensors is then consolidated and interpreted by sophisticated algorithms, creating a visual representation of the vehicle&#8217;s surroundings.<\/span><\/p><p><span style=\"font-weight: 400;\">Once the vehicle has a distinct perception of its surroundings, it must be capable of <\/span><b>making intelligent real-time decisions<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">This achievement is enabled by <a href=\"https:\/\/datascientest.com\/en\/machine-learning-what-is-it-and-why-does-it-change-the-world\">AI and Machine Learning algorithms<\/a>, which scrutinize the current driving scenario and historical data to forecast the movements of other road users, anticipate risks, and chart safe paths.<\/span><\/p><p><span style=\"font-weight: 400;\">Thus, various sensors substitute the eyes and ears of the human driver, while algorithms act as the brain to process the information.<\/span><\/p><p><span style=\"font-weight: 400;\">To translate its decisions into concrete actions, the vehicle employs <\/span><b>control systems<\/b><span style=\"font-weight: 400;\"> and <\/span><b>actuation<\/b><span style=\"font-weight: 400;\"> ensuring it follows its trajectory accurately, by adjusting its speed, direction, and braking according to the prevailing conditions.<\/span><\/p><p><span style=\"font-weight: 400;\">Perception, decision, and action: it is through combining these three components that vehicles become competent at <\/span><b>navigating autonomously<\/b><span style=\"font-weight: 400;\"> in a broad array of environments.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d16b89 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"2d16b89\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/machine-learning-engineer-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Become a Machine Learning Engineer<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ba7fd8 e-flex e-con-boxed e-con\" data-id=\"6ba7fd8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a9c1ee elementor-widget elementor-widget-heading\" data-id=\"7a9c1ee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">A world without accidents or traffic jams?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8b48fa elementor-widget elementor-widget-text-editor\" data-id=\"f8b48fa\" data-element_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<p><span style=\"font-weight: 400;\">If autonomous driving technology generates so much buzz, it&#8217;s because it harbors <\/span><b>many promises<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">In terms of road safety, vehicles steered by AI are likely to <\/span><b>significantly diminish the number of accidents<\/b><span style=\"font-weight: 400;\">. Most often, <\/span><b>road catastrophes<\/b><span style=\"font-weight: 400;\"> ensue due to human errors such as distraction, fatigue, or recklessness.<\/span><\/p><p><span style=\"font-weight: 400;\">However, even if autonomous cars are <\/span><b>not yet 100% dependable<\/b><span style=\"font-weight: 400;\">, they could ultimately eradicate these negative behaviors entirely. Furthermore, AI can react much quicker than a human being.<\/span><\/p><p><span style=\"font-weight: 400;\">Moreover, such a vehicle can <\/span><b>allow older or disabled individuals to regain independence<\/b><span style=\"font-weight: 400;\">. If you forget something when departing on vacation, your car could return autonomously to collect it (with the assistance of a neighbor). You could even send your pet to the vet unaccompanied!<\/span><\/p><p><span style=\"font-weight: 400;\">These vehicles can also enhance <\/span><b>energy efficiency<\/b><span style=\"font-weight: 400;\"> and <\/span><b>traffic flow<\/b><span style=\"font-weight: 400;\">. Thanks to their ability to communicate amongst themselves and cooperate in a coordinated manner, they can optimize routes, diminish traffic jams, and minimize fuel consumption.<\/span><\/p><p><span style=\"font-weight: 400;\">This may therefore lead to <\/span><b>massive savings in terms of time and travel expenses<\/b><span style=\"font-weight: 400;\"> for users.<\/span><\/p><p><span style=\"font-weight: 400;\">According to a study by <a href=\"https:\/\/www.itdp.org\/\">ITDP<\/a>, by 2050, autonomous and electric vehicles could <\/span><b>reduce the number of cars on the roads by 30%, lower expenses by 40%<\/b><span style=\"font-weight: 400;\">, liberate numerous parking spaces, and decrease CO2 emissions by 80% globally.<\/span><\/p><p><span style=\"font-weight: 400;\">When all the vehicles on the roads are autonomous, traffic could become perfectly fluid. Unfortunately, numerous obstacles still stand in the way&#8230;<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53d1b32 elementor-widget elementor-widget-image\" data-id=\"53d1b32\" data-element_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=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle3.jpg\" class=\"attachment-full size-full wp-image-185740\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle3.jpg 800w, https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle3-300x171.jpg 300w, https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle3-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-730120e elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"730120e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our AI training courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b54a934 e-flex e-con-boxed e-con\" data-id=\"b54a934\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3688077 elementor-widget elementor-widget-heading\" data-id=\"3688077\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">A road still strewn with hurdles<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ce0d41 elementor-widget elementor-widget-text-editor\" data-id=\"6ce0d41\" data-element_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<p><span style=\"font-weight: 400;\">Despite the many advantages presented by this technology, <\/span><b>several significant challenges<\/b><span style=\"font-weight: 400;\"> must be surmounted before autonomous vehicles becomes an ubiquitous reality on our roads.<\/span><\/p><p><span style=\"font-weight: 400;\">Its widespread adoption has suffered a great deal of <\/span><b>delay compared to initial predictions<\/b><span style=\"font-weight: 400;\">, and this is attributable to several reasons.<\/span><\/p><p><span style=\"font-weight: 400;\">Firstly, the challenge of developing AI and sensors sophisticated enough to foresee every potential hazard on a road as unpredictable as ours has proven more daunting than anticipated.<\/span><\/p><p><span style=\"font-weight: 400;\">Moreover, even if accidents are infrequent, <\/span><b>they sow doubt and provoke hesitancy among the public and governments<\/b><span style=\"font-weight: 400;\"> regarding the reliability and safety of this new mode of transport.<\/span><\/p><p><span style=\"font-weight: 400;\">And in the event of a collision, who is held responsible? The manufacturer, the owner, the software developer, or a combination of these stakeholders? It is difficult to pinpoint an exact answer.<\/span><\/p><p><span style=\"font-weight: 400;\">Another barrier to enthusiasm for this innovation is the <\/span><b>significant impact it could have on employment<\/b><span style=\"font-weight: 400;\">, by replacing human drivers in various sectors such as freight transport and taxi services.<\/span><\/p><p><span style=\"font-weight: 400;\">There is also the dilemma of <a href=\"https:\/\/datascientest.com\/en\/big-data-definition-technologies-uses-and-training\">safeguarding the sensitive data<\/a> about users&#8217; movements and behaviors, which are generated and processed in vast quantities by autonomous vehicles.<\/span><\/p><p><span style=\"font-weight: 400;\">Before we can aspire to see the driverless car proliferate on the roads, it will be necessary to guarantee their absolute safety, to <\/span><b>protect the data against hacking and leaks<\/b><span style=\"font-weight: 400;\">, and to unambiguously define standards of responsibility.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-637aa10 e-flex e-con-boxed e-con\" data-id=\"637aa10\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-256fa8a elementor-widget elementor-widget-heading\" data-id=\"256fa8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Freight transport, urban mobility... what are the use cases?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ff6145 elementor-widget elementor-widget-text-editor\" data-id=\"0ff6145\" data-element_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<p><span style=\"font-weight: 400;\">As autonomous vehicle technology develops, its applications are rapidly diversifying and reaching various sectors by offering <\/span><b>solutions to contemporary mobility challenges<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">In the realm of freight transport, these vehicles are utilized to <\/span><b>cut logistical costs and optimize delivery routes<\/b><span style=\"font-weight: 400;\">. Autonomous truck fleets can operate continuously, without needing breaks for drivers.<\/span><\/p><p><span style=\"font-weight: 400;\">This accelerates deliveries and reduces waiting times. Similarly, <\/span><b>driverless cars<\/b><span style=\"font-weight: 400;\"> provide innovative solutions for carpooling and public transport services.<\/span><\/p><p><span style=\"font-weight: 400;\">Autonomous shuttles can circulate in densely populated urban areas, presenting a <\/span><b>convenient and eco-friendly way to navigate<\/b><span style=\"font-weight: 400;\">. They can also be meshed into existing public transport systems, for example as a last-mile solution for travelers.<\/span><\/p><p><span style=\"font-weight: 400;\">In San Francisco, California, <\/span><b>Waymo autonomous taxis<\/b><span style=\"font-weight: 400;\"> are already traversing the streets widely and are gaining popularity despite some early obstacles.<\/span><\/p><p><span style=\"font-weight: 400;\">Across the automotive industry, manufacturers are progressively incorporating autonomous technologies into their production vehicles. Features such as <\/span><b>lane-keeping assist<\/b><span style=\"font-weight: 400;\">, <\/span><b>adaptive cruise control<\/b><span style=\"font-weight: 400;\">, and <\/span><b>automatic parking<\/b><span style=\"font-weight: 400;\"> have become widespread.<\/span><\/p><p><span style=\"font-weight: 400;\">However, few manufacturers offer an autopilot system as advanced as Tesla&#8217;s <\/span><b>Full Self-Driving<\/b><span style=\"font-weight: 400;\">&#8230;<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ada470 elementor-widget elementor-widget-image\" data-id=\"6ada470\" data-element_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=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle1.jpg\" class=\"attachment-full size-full wp-image-185747\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle1.jpg 800w, https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle1-300x171.jpg 300w, https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle1-768x439.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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-9dcbe71 elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"9dcbe71\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/deep-learning-course\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Get training in deep learning<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f2c8b7b e-flex e-con-boxed e-con\" data-id=\"f2c8b7b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c98cfe elementor-widget elementor-widget-heading\" data-id=\"2c98cfe\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The pivotal role of AI and Data Science<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd53241 elementor-widget elementor-widget-text-editor\" data-id=\"fd53241\" data-element_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<p><span style=\"font-weight: 400;\">The ascendancy of autonomous vehicles is intimately linked to the rapid progress in AI and Data Science. These disciplines play an essential role in the evolution of <\/span><b>autonomous systems<\/b><span style=\"font-weight: 400;\"> capable of perceiving, understanding, and acting within complex environments.<\/span><\/p><p><span style=\"font-weight: 400;\"><a href=\"https:\/\/datascientest.com\/en\/data-analysis-course-face-to-face-or-online-whats-the-best-choice\">The gathering and analysis of extensive data<\/a> are crucial to <\/span><b>enhance their performance<\/b><span style=\"font-weight: 400;\">, by enabling them to <\/span><b>learn from past experiences<\/b><span style=\"font-weight: 400;\"> and to <\/span><b>adapt to varying road conditions<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">For a deeper understanding of the road environment, <a href=\"https:\/\/datascientest.com\/en\/all-about-deep-learning\">Deep Learning<\/a> plays a particularly critical role.<\/span><\/p><p><span style=\"font-weight: 400;\">It is deep neural networks that enable vehicles to <\/span><b>extract complex patterns from raw sensory data<\/b><span style=\"font-weight: 400;\"> to effectively detect and identify objects, obstacles, and driving situations.<\/span><\/p><p><span style=\"font-weight: 400;\">But it is this capacity to <\/span><b>learn from data<\/b><span style=\"font-weight: 400;\"> that truly sets autonomous vehicles apart from traditional automated control systems.<\/span><\/p><p><span style=\"font-weight: 400;\">Moreover, <strong>predictive modeling<\/strong> is essential to foresee the behaviors of other road users and to plan both safe and efficient paths.<\/span><\/p><p><span style=\"font-weight: 400;\">Utilizing techniques such as probabilistic models and <a href=\"https:\/\/datascientest.com\/en\/recurrent-neural-network-what-is-it\">recurrent neural networks<\/a>, autonomous cars can <\/span><b>anticipate the movements of pedestrians, cyclists, and other vehicles<\/b><span style=\"font-weight: 400;\"> to make proactive decisions and avoid collisions or other risky situations.<\/span><\/p><p><span style=\"font-weight: 400;\">Indeed, it is the advancements in AI and Data Science that will pave <strong>the way to a new era of intelligent and sustainable mobility!<\/strong><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d0def15 e-flex e-con-boxed e-con\" data-id=\"d0def15\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e08042a elementor-widget elementor-widget-heading\" data-id=\"e08042a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58d1217 elementor-widget elementor-widget-text-editor\" data-id=\"58d1217\" data-element_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<p><span style=\"font-weight: 400;\">In the years ahead, AI and other foundational technologies of autonomous vehicles will continue to evolve and enable us to surmount the obstacles currently hindering its widespread adoption.<\/span><\/p><p><span style=\"font-weight: 400;\">Eventually, we will be able to <\/span><b>move about safely<\/b><span style=\"font-weight: 400;\"> without even needing to pay attention to the road. As a result, our entire way of life will transform, as daily commutes can become moments of leisure.<\/span><\/p><p><span style=\"font-weight: 400;\">We can also look forward to <\/span><b>integration with the infrastructures of smart, connected cities<\/b><span style=\"font-weight: 400;\">, with transport systems coordinated with traffic lights and road sensors.<\/span><\/p><p><span style=\"font-weight: 400;\">Autonomous vehicles will facilitate the transition to a world that is safer, greener, and above all, more liberated. If you wish to play a part in this revolution, you can <\/span><b>train with DataScientest<\/b><span style=\"font-weight: 400;\">!<\/span><\/p><p><span style=\"font-weight: 400;\">Our distance learning programs will enable you to <\/span><b>acquire expertise in Data Science<\/b><span style=\"font-weight: 400;\"> and artificial intelligence, which you can then apply to the development of autonomous vehicles or other tech companies related to this sector.<\/span><\/p><p><span style=\"font-weight: 400;\">All our certification courses are available in <a href=\"https:\/\/datascientest.com\/en\/data-science-bootcamp-definition-training-benefits\">bootcamp<\/a>, continuous training, or apprenticeship formats, and <\/span><b>our organization qualifies for<\/b><span style=\"font-weight: 400;\"> CPF funding. <\/span><b>Discover DataScientest promptly!<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1524115 elementor-widget elementor-widget-image\" data-id=\"1524115\" data-element_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=\"800\" height=\"457\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle4.jpg\" class=\"attachment-full size-full wp-image-185757\" alt=\"\" \/>\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-c659a4d elementor-align-center button-principal elementor-widget elementor-widget-button\" data-id=\"c659a4d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Discover our courses<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53d7831 elementor-widget elementor-widget-text-editor\" data-id=\"53d7831\" data-element_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<p><span style=\"font-weight: 400;\">You now know everything about autonomous vehicles. For more information on this topic, explore <a href=\"https:\/\/datascientest.com\/en\/all-about-deep-learning\">our comprehensive file on Deep Learning<\/a> and <a href=\"https:\/\/datascientest.com\/en\/artificial-intelligence-definition\">our general dossier on artificial intelligence<\/a>&#8230;<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dfbbfbd e-flex e-con-boxed e-con\" data-id=\"dfbbfbd\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ff83de elementor-widget elementor-widget-html\" data-id=\"2ff83de\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": [{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What is an autonomous vehicle?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"The term autonomous vehicle refers to a vehicle capable of perceiving its environment and operating without any human intervention. Truth be told, there is even no need for a passenger to be on board.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"Why is the autonomous vehicle a technological breakthrough?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"This technology is far from trivial, as it will eventually permanently replace manual driving. Over time, artificial intelligence will commit fewer errors than humans and will thus be safer. That's why numerous manufacturers are already developing or testing autonomous vehicles, such as Audi, BMW, Ford, General Motors, Tesla, Volkswagen, and Volvo.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What is an autonomous vehicle made of?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"While the concept of an autonomous vehicle is easy to comprehend, its operation relies on several highly complex cutting-edge technologies. Each of these machines is outfitted with a system composed of sensors, algorithms, and software, empowering it to navigate safely on its own.\"\r\n    }\r\n  },{\r\n    \"@type\": \"Question\",\r\n    \"name\": \"What is the key role of AI and Data Science?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"The ascendancy of autonomous vehicles is intimately linked to the rapid progress in AI and Data Science. These disciplines play an essential role in the evolution of autonomous systems capable of perceiving, understanding, and acting within complex environments. The gathering and analysis of extensive data are crucial to enhance their performance, by enabling them to learn from past experiences and to adapt to varying road conditions.\"\r\n    }\r\n  }]\r\n}\r\n<\/script>\r\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Autonomous vehicles promise to revolutionize the way humans and goods move around, in a future that is getting closer. When AI takes the wheel and Data serves as the engine: discover everything you need to know about this technology that will change the world! Artificial Intelligence is making its way into all areas, including on [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":185735,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2427,2428],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Autonomous vehicles: How does they work?<\/title>\n<meta name=\"description\" content=\"When AI takes the wheel and Data serves as the engine: discover everything you need to know about this technology that will change the world!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Autonomous vehicles: How does they work?\" \/>\n<meta property=\"og:description\" content=\"Autonomous vehicles promise to revolutionize the way humans and goods move around, in a future that is getting closer. When AI takes the wheel and Data\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\" \/>\n<meta property=\"og:site_name\" content=\"Data Science Courses | DataScientest\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataScientestEN\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-29T05:24:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-28T15:25:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"686\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Daniel\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DataScientest__\" \/>\n<meta name=\"twitter:site\" content=\"@DataScientest__\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles#article\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\"},\"author\":{\"name\":\"Daniel\",\"@id\":\"https:\/\/datascientest.com\/en\/#\/schema\/person\/5a86e30c5090234fb43dd8baa83c44b0\"},\"headline\":\"Autonomous vehicles: How does they work?\",\"datePublished\":\"2024-05-29T05:24:00+00:00\",\"dateModified\":\"2024-05-28T15:25:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\"},\"wordCount\":1675,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/datascientest.com\/en\/#organization\"},\"articleSection\":[\"Artificial Intelligence\",\"Engineering\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles#respond\"]}],\"copyrightYear\":\"2024\",\"copyrightHolder\":{\"@id\":\"https:\/\/datascientest.com\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\",\"url\":\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\",\"name\":\"Autonomous vehicles: How does they work?\",\"isPartOf\":{\"@id\":\"https:\/\/datascientest.com\/en\/#website\"},\"datePublished\":\"2024-05-29T05:24:00+00:00\",\"dateModified\":\"2024-05-28T15:25:26+00:00\",\"description\":\"When AI takes the wheel and Data serves as the engine: discover everything you need to know about this technology that will change the world!\",\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datascientest.com\/en\/#website\",\"url\":\"https:\/\/datascientest.com\/en\/\",\"name\":\"Data Science Courses | DataScientest\",\"description\":\"Leader in Data Science Courses\",\"publisher\":{\"@id\":\"https:\/\/datascientest.com\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datascientest.com\/en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/datascientest.com\/en\/#organization\",\"name\":\"DataScientest\",\"url\":\"https:\/\/datascientest.com\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/datascientest.com\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/datascientest.com\/en\/wp-content\/blogs.dir\/9\/files\/2024\/02\/DataScientest_icon_blue-2.png\",\"contentUrl\":\"https:\/\/datascientest.com\/en\/wp-content\/blogs.dir\/9\/files\/2024\/02\/DataScientest_icon_blue-2.png\",\"width\":301,\"height\":301,\"caption\":\"DataScientest\"},\"image\":{\"@id\":\"https:\/\/datascientest.com\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/DataScientestEN\",\"https:\/\/twitter.com\/DataScientest__\",\"https:\/\/www.linkedin.com\/school\/datascientest\/mycompany\/\",\"https:\/\/www.tiktok.com\/@datascientest\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/datascientest.com\/en\/#\/schema\/person\/5a86e30c5090234fb43dd8baa83c44b0\",\"name\":\"Daniel\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/datascientest.com\/en\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/837acad4f2dc47e85d81cce837261670?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/837acad4f2dc47e85d81cce837261670?s=96&d=mm&r=g\",\"caption\":\"Daniel\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/school\/datascientest\/\",\"user\"],\"jobTitle\":\"ing\u00e9nieur logiciel\",\"worksFor\":\"DataScientest\",\"url\":\"https:\/\/datascientest.com\/en\/author\/team-redac\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Autonomous vehicles: How does they work?","description":"When AI takes the wheel and Data serves as the engine: discover everything you need to know about this technology that will change the world!","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles","og_locale":"en_GB","og_type":"article","og_title":"Autonomous vehicles: How does they work?","og_description":"Autonomous vehicles promise to revolutionize the way humans and goods move around, in a future that is getting closer. When AI takes the wheel and Data","og_url":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles","og_site_name":"Data Science Courses | DataScientest","article_publisher":"https:\/\/www.facebook.com\/DataScientestEN","article_published_time":"2024-05-29T05:24:00+00:00","article_modified_time":"2024-05-28T15:25:26+00:00","og_image":[{"width":1200,"height":686,"url":"https:\/\/datascientest.com\/en\/files\/2024\/05\/Autonomous-vehicle.jpg","type":"image\/jpeg"}],"author":"Daniel","twitter_card":"summary_large_image","twitter_creator":"@DataScientest__","twitter_site":"@DataScientest__","twitter_misc":{"Written by":"Daniel","Estimated reading time":"9 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles#article","isPartOf":{"@id":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles"},"author":{"name":"Daniel","@id":"https:\/\/datascientest.com\/en\/#\/schema\/person\/5a86e30c5090234fb43dd8baa83c44b0"},"headline":"Autonomous vehicles: How does they work?","datePublished":"2024-05-29T05:24:00+00:00","dateModified":"2024-05-28T15:25:26+00:00","mainEntityOfPage":{"@id":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles"},"wordCount":1675,"commentCount":0,"publisher":{"@id":"https:\/\/datascientest.com\/en\/#organization"},"articleSection":["Artificial Intelligence","Engineering"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles#respond"]}],"copyrightYear":"2024","copyrightHolder":{"@id":"https:\/\/datascientest.com\/#organization"}},{"@type":"WebPage","@id":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles","url":"https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles","name":"Autonomous vehicles: How does they work?","isPartOf":{"@id":"https:\/\/datascientest.com\/en\/#website"},"datePublished":"2024-05-29T05:24:00+00:00","dateModified":"2024-05-28T15:25:26+00:00","description":"When AI takes the wheel and Data serves as the engine: discover everything you need to know about this technology that will change the world!","inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/datascientest.com\/en\/all-about-autonomous-vehicles"]}]},{"@type":"WebSite","@id":"https:\/\/datascientest.com\/en\/#website","url":"https:\/\/datascientest.com\/en\/","name":"Data Science Courses | DataScientest","description":"Leader in Data Science Courses","publisher":{"@id":"https:\/\/datascientest.com\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/datascientest.com\/en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/datascientest.com\/en\/#organization","name":"DataScientest","url":"https:\/\/datascientest.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/datascientest.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/datascientest.com\/en\/wp-content\/blogs.dir\/9\/files\/2024\/02\/DataScientest_icon_blue-2.png","contentUrl":"https:\/\/datascientest.com\/en\/wp-content\/blogs.dir\/9\/files\/2024\/02\/DataScientest_icon_blue-2.png","width":301,"height":301,"caption":"DataScientest"},"image":{"@id":"https:\/\/datascientest.com\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DataScientestEN","https:\/\/twitter.com\/DataScientest__","https:\/\/www.linkedin.com\/school\/datascientest\/mycompany\/","https:\/\/www.tiktok.com\/@datascientest"]},{"@type":"Person","@id":"https:\/\/datascientest.com\/en\/#\/schema\/person\/5a86e30c5090234fb43dd8baa83c44b0","name":"Daniel","image":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/datascientest.com\/en\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/837acad4f2dc47e85d81cce837261670?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/837acad4f2dc47e85d81cce837261670?s=96&d=mm&r=g","caption":"Daniel"},"sameAs":["https:\/\/www.linkedin.com\/school\/datascientest\/","user"],"jobTitle":"ing\u00e9nieur logiciel","worksFor":"DataScientest","url":"https:\/\/datascientest.com\/en\/author\/team-redac"}]}},"_links":{"self":[{"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/posts\/185733"}],"collection":[{"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/users\/45"}],"replies":[{"embeddable":true,"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/comments?post=185733"}],"version-history":[{"count":0,"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/posts\/185733\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/media\/185735"}],"wp:attachment":[{"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/media?parent=185733"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/categories?post=185733"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datascientest.com\/en\/wp-json\/wp\/v2\/tags?post=185733"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}