{ bidder: 'pubmatic', params: { publisherId: '158679', adSlot: 'cdo_leftslot' }}]}, Let’s assume we are an online car dealership, and we want to use real-time bidding (RTB) as a mechanism to buy ad space for our product on other websites -- for retargeting purposes. storage: { 'cap': true Browse our dictionary apps today and ensure you are never again lost for words. var mapping_houseslot_b = googletag.sizeMapping().addSize([963, 0], []).addSize([0, 0], [300, 250]).build(); { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_mpuslot' }}, Commercial apps that use image recognition, open-source platforms with consumer recommendation apps, and medical research tools that explore the possibility of reusing drugs for new ailments are a few of the examples of deep learning incorporation. Deep Learning is a machine learning technique that constructs artificial neural networks to mimic the structure and function of the human brain. bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776130', position: 'btf' }}, if(refreshConfig.enabled == true) { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_topslot_728x90' }}, }, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776142', position: 'btf' }}, googletag.pubads().setTargeting("cdo_ptl", "entry-lcp"); { bidder: 'appnexus', params: { placementId: '11654208' }}, Deep learning is a machine learning technique that enables automatic learning through the absorption of data such as images, video, or text. Deep learning has evolved hand-in-hand with the digital era, which has brought about an explosion of data in all forms and from every region of the world. { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, Deep learning is an extension of some of the concepts originating from machine learning, so for that reason, let’s take a minute to explain what machine learning is. ga('set', 'dimension3', "default"); { bidder: 'openx', params: { unit: '541044957', delDomain: 'idm-d.openx.net' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_btmslot_300x250' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, 'increment': 1, { bidder: 'openx', params: { unit: '539971079', delDomain: 'idm-d.openx.net' }}, dfpSlots['houseslot_b'] = googletag.defineSlot('/2863368/houseslot', [], 'ad_houseslot_b').defineSizeMapping(mapping_houseslot_b).setTargeting('sri', '0').setTargeting('vp', 'btm').setTargeting('hp', 'center').setCategoryExclusion('house').addService(googletag.pubads()); { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, dfpSlots['contentslot_1'] = googletag.defineSlot('/2863368/mpuslot', [[300, 250], [336, 280], 'fluid'], 'ad_contentslot_1').defineSizeMapping(mapping_contentslot).setTargeting('cdo_si', '1').setTargeting('sri', '0').setTargeting('vp', 'mid').setTargeting('hp', 'center').addService(googletag.pubads()); iasLog("criterion : cdo_c = " + ["business_financial_industrial_technology", "jobs_education_resumes"]); { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_SR' }}, var mapping_rightslot = googletag.sizeMapping().addSize([746, 0], [[300, 250]]).addSize([0, 0], []).build(); {code: 'ad_rightslot', pubstack: { adUnitName: 'cdo_rightslot', adUnitPath: '/2863368/rightslot' }, mediaTypes: { banner: { sizes: [[300, 250]] } }, dfpSlots['contentslot_2'] = googletag.defineSlot('/2863368/mpuslot', [[300, 250], [336, 280], 'fluid'], 'ad_contentslot_2').defineSizeMapping(mapping_contentslot).setTargeting('cdo_si', '2').setTargeting('sri', '0').setTargeting('vp', 'mid').setTargeting('hp', 'center').addService(googletag.pubads()); Deep learning is a key technology behind driverless cars, enabling them to recognize a stop sign, or to distinguish a pedestrian from a lamppost. { bidder: 'sovrn', params: { tagid: '708801' }}, Deep learning is a subset of machine learning in artificial intelligence that has networks capable of learning unsupervised from data that is unstructured or unlabeled. { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_topslot' }}, { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_topslot' }}, googletag.cmd.push(function() { { bidder: 'ix', params: { siteId: '195464', size: [160, 600] }}, iasLog("exclusion label : lcp"); bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776142', position: 'btf' }}, {code: 'ad_contentslot_1', pubstack: { adUnitName: 'cdo_mpuslot', adUnitPath: '/2863368/mpuslot' }, mediaTypes: { banner: { sizes: [[300, 250], [336, 280]] } }, Companies realize the incredible potential that can result from unraveling this wealth of information and are increasingly adapting to AI systems for automated support. { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_mpuslot' }}, var pbMobileHrSlots = [ Deep learning, a subset of machine learning represents the next stage of development for AI. bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162050', zoneId: '776338', position: 'btf' }}, iasLog("criterion : sfr = cdo_dict_english"); { bidder: 'ix', params: { siteId: '195451', size: [300, 250] }}, if(pl_p) { bidder: 'openx', params: { unit: '539971067', delDomain: 'idm-d.openx.net' }}, { bidder: 'openx', params: { unit: '539971068', delDomain: 'idm-d.openx.net' }}, This enormous amount of data is readily accessible and can be shared through fintech applications like cloud computing. { bidder: 'sovrn', params: { tagid: '387233' }}, This free, two-hour deep learning tutorial provides an interactive introduction to practical deep learning methods. Deep learning is an artificial intelligence (AI) function that imitates the workings of the human brain in processing data and creating patterns for use in decision making. iasLog("criterion : cdo_t = technology"); { bidder: 'pubmatic', params: { publisherId: '158679', adSlot: 'cdo_topslot' }}]}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, { bidder: 'appnexus', params: { placementId: '11654150' }}, {code: 'ad_contentslot_2', pubstack: { adUnitName: 'cdo_mpuslot', adUnitPath: '/2863368/mpuslot' }, mediaTypes: { banner: { sizes: [[300, 250], [320, 100], [320, 50], [300, 50]] } }, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162050', zoneId: '776338', position: 'btf' }}, { bidder: 'sovrn', params: { tagid: '346688' }}, userSync: { { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_topslot_728x90' }}, The offers that appear in this table are from partnerships from which Investopedia receives compensation. { bidder: 'ix', params: { siteId: '555366', size: [300, 50] }}, { bidder: 'onemobile', params: { dcn: '8a9690ab01717182962182bb50ce0007', pos: 'cdo_btmslot_mobile_flex' }}, { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_mpuslot' }}, It’s popularly used in research but has slowly gained market penetration in the industry in the last few years. Deep learning is a class of machine learning algorithms that uses multiple layers to progressively extract higher-level features from the raw input. 'pa pdd chac-sb tc-bd bw hbr-20 hbss lpt-25' : 'hdn'">. { bidder: 'openx', params: { unit: '539971063', delDomain: 'idm-d.openx.net' }}, While traditional programs build analysis with data in a linear way, the hierarchical function of deep learning systems enables machines to process data with a nonlinear approach. iasLog("criterion : cdo_pt = entry"); Panasonic. 'max': 8, { bidder: 'sovrn', params: { tagid: '448834' }}, Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans: learn by example. googletag.cmd = googletag.cmd || []; iasLog("exclusion label : wprod"); { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_leftslot_160x600' }}, syncDelay: 3000 },{ { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_topslot' }}, {code: 'ad_leftslot', pubstack: { adUnitName: 'cdo_leftslot', adUnitPath: '/2863368/leftslot' }, mediaTypes: { banner: { sizes: [[120, 600], [160, 600], [300, 600]] } }, { bidder: 'openx', params: { unit: '539971069', delDomain: 'idm-d.openx.net' }}, iasLog("setting page_url: - https://dictionary.cambridge.org/dictionary/english/deep-learning"); googletag.cmd.push(function() { { bidder: 'sovrn', params: { tagid: '448835' }}, This continues across all levels of the neuron network. { bidder: 'openx', params: { unit: '539971067', delDomain: 'idm-d.openx.net' }}, Deep learning is a machine learning technique that enables automatic learning through the absorption of data such as images, video, or text. Learn more. Neural network is a series of algorithms that seek to identify relationships in a data set via a process that mimics how the human brain works. { bidder: 'ix', params: { siteId: '195465', size: [300, 250] }}, {code: 'ad_rightslot', pubstack: { adUnitName: 'cdo_rightslot', adUnitPath: '/2863368/rightslot' }, mediaTypes: { banner: { sizes: [[300, 250]] } }, name: "identityLink", 'min': 0, "noPingback": true, var pbAdUnits = getPrebidSlots(curResolution); 'cap': true For example, in image processing, lower layers may identify edges, while higher layers may identify the concepts relevant to a human such as digits or letters or faces. 'max': 36, The Deep Learning Competencies, better known as the 6 C’s, are the skill sets each and every student needs to achieve and excel in, in order to flourish in today’s complex world. { bidder: 'pubmatic', params: { publisherId: '158679', adSlot: 'cdo_btmslot' }}]}, { bidder: 'ix', params: { siteId: '195466', size: [728, 90] }}, var mapping_topslot_a = googletag.sizeMapping().addSize([746, 0], []).addSize([0, 550], [[300, 250]]).addSize([0, 0], [[300, 50], [320, 50], [320, 100]]).build(); Keras is a Python library that provides, in a simple way, the creation of a wide range of Deep Learning models using as backend other libraries such as TensorFlow, Theano or CNTK. {code: 'ad_contentslot_1', pubstack: { adUnitName: 'cdo_mpuslot', adUnitPath: '/2863368/mpuslot' }, mediaTypes: { banner: { sizes: [[300, 250], [320, 100], [320, 50], [300, 50]] } }, },{ { bidder: 'onemobile', params: { dcn: '8a9690ab01717182962182bb50ce0007', pos: 'cdo_stickyslot_mobile_flex' }}, Deep learning, a subset of machine learning, utilizes a hierarchical level of artificial neural networks to carry out the process of machine learning. } googletag.pubads().set("page_url", "https://dictionary.cambridge.org/dictionary/english/deep-learning"); { bidder: 'openx', params: { unit: '539971079', delDomain: 'idm-d.openx.net' }}, googletag.pubads().setTargeting("cdo_c", ["business_financial_industrial_technology", "jobs_education_resumes"]); { bidder: 'ix', params: { siteId: '195467', size: [320, 50] }}, { bidder: 'openx', params: { unit: '539971065', delDomain: 'idm-d.openx.net' }}, { bidder: 'ix', params: { siteId: '195452', size: [336, 280] }}, Any opinions in the examples do not represent the opinion of the Cambridge Dictionary editors or of Cambridge University Press or its licensors. name: "pbjs-unifiedid", { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_mpuslot2_flex' }}, { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_btmslot' }}, { bidder: 'openx', params: { unit: '539971065', delDomain: 'idm-d.openx.net' }}, { bidder: 'ix', params: { siteId: '195451', size: [320, 50] }}, { bidder: 'pubmatic', params: { publisherId: '158679', adSlot: 'cdo_stickyslot' }}]}, googletag.pubads().setTargeting("cdo_ei", "deep-learning"); It is a type of artificial intelligence. { bidder: 'appnexus', params: { placementId: '11654156' }}, dfpSlots['topslot_a'] = googletag.defineSlot('/2863368/topslot', [], 'ad_topslot_a').defineSizeMapping(mapping_topslot_a).setTargeting('sri', '0').setTargeting('vp', 'top').setTargeting('hp', 'center').addService(googletag.pubads()); { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_SR' }}, {code: 'ad_stickyslot', pubstack: { adUnitName: 'cdo_stickyslot', adUnitPath: '/2863368/stickyslot' }, mediaTypes: { banner: { sizes: [[300, 50], [320, 50], [320, 100]] } }, { bidder: 'openx', params: { unit: '539971080', delDomain: 'idm-d.openx.net' }}, { bidder: 'sovrn', params: { tagid: '387232' }}, "authorization": "https://dictionary.cambridge.org/auth/info?rid=READER_ID&url=CANONICAL_URL&ref=DOCUMENT_REFERRER&type=ENTRY_TRANSLATE&v1=english&v2=deep-learning&v3=&v4=english&_=RANDOM", { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_topslot' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, { bidder: 'sovrn', params: { tagid: '346693' }}, An artificial neural network (ANN) is the foundation of artificial intelligence (AI), solving problems that would be nearly impossible by humans. partner: "uarus31" { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_stickyslot' }}, { bidder: 'ix', params: { siteId: '195467', size: [300, 250] }}, { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_btmslot' }}, The real breakthrough in deep learning was to realize that it's practical to go beyond the shallow $1$- and $2$-hidden layer networks that dominated work until the mid-2000s. }, { bidder: 'onemobile', params: { dcn: '8a9690ab01717182962182bb50ce0007', pos: 'cdo_mpuslot_mobile_flex' }}, { bidder: 'sovrn', params: { tagid: '346698' }}, iasLog("criterion : cdo_l = en"); bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776144', position: 'btf' }}, { bidder: 'appnexus', params: { placementId: '11653860' }}, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162050', zoneId: '776358', position: 'atf' }}, { bidder: 'ix', params: { siteId: '195453', size: [320, 50] }}, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776160', position: 'atf' }}, // FIXME: (temporary) - send ad requests only if PlusPopup is not shown { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_Billboard' }}, { bidder: 'appnexus', params: { placementId: '11654151' }}, {code: 'ad_contentslot_1', pubstack: { adUnitName: 'cdo_mpuslot', adUnitPath: '/2863368/mpuslot' }, mediaTypes: { banner: { sizes: [[300, 250], [320, 100], [320, 50], [300, 50]] } }, { bidder: 'sovrn', params: { tagid: '446384' }}, { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_mpuslot' }}, "authorizationTimeout": 10000 ga('create', 'UA-31379-3',{cookieDomain:'dictionary.cambridge.org',siteSpeedSampleRate: 10}); {code: 'ad_contentslot_2', pubstack: { adUnitName: 'cdo_mpuslot', adUnitPath: '/2863368/mpuslot' }, mediaTypes: { banner: { sizes: [[300, 250], [336, 280]] } }, var googletag = googletag || {}; When a user visits a website, an advertiser is alerted, and a series of actions determines whether or not that advertiser bids for an ad display. { bidder: 'openx', params: { unit: '539971063', delDomain: 'idm-d.openx.net' }}, {code: 'ad_topslot_b', pubstack: { adUnitName: 'cdo_topslot', adUnitPath: '/2863368/topslot' }, mediaTypes: { banner: { sizes: [[728, 90]] } }, { bidder: 'appnexus', params: { placementId: '11654192' }}, },{ name: "idl_env", { bidder: 'sovrn', params: { tagid: '448834' }}, { bidder: 'ix', params: { siteId: '195452', size: [336, 280] }}, { bidder: 'onemobile', params: { dcn: '8a9690ab01717182962182bb50ce0007', pos: 'cdo_mpuslot2_mobile_flex' }}, { bidder: 'ix', params: { siteId: '195451', size: [320, 50] }}, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776156', position: 'atf' }}, { bidder: 'openx', params: { unit: '541044957', delDomain: 'idm-d.openx.net' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_Billboard' }}, That really was a significant breakthrough, opening up the exploration of much more expressive models. Google Planet can identify where any photo was taken. { bidder: 'sovrn', params: { tagid: '448836' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_HDX' }}, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776130', position: 'btf' }}, "authorizationFallbackResponse": { { bidder: 'appnexus', params: { placementId: '19061233' }}, { bidder: 'appnexus', params: { placementId: '11653860' }}, {code: 'ad_contentslot_2', pubstack: { adUnitName: 'cdo_mpuslot', adUnitPath: '/2863368/mpuslot' }, mediaTypes: { banner: { sizes: [[300, 250], [320, 100], [320, 50], [300, 50]] } }, One important interest in this school is the relationship between, The position of the musikdidaktik subject within music teacher education as a whole was also perceived to influence the possibility of, The preconditions that were perceived as significant for, The interviewees particularly emphasised the institution's disposition towards time allocation, and its organisation as being significant for the trainees', It was held that trainee preconditions for, Summing up, three issues that could be connected to the professors emerged as significant for trainees to achieve, Summing up, three time-related issues emerged as significant for the trainees', The professor-content relation of the didaktik triangle was perceived to include preconditions for the trainees', Summing up, five issues that concerned the institutions' educational organisation emerged as significant for the trainees', Another, institutional precondition that seemed to influence trainees', This made it impossible for trainees to achieve. { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_mpuslot' }}, { bidder: 'onemobile', params: { dcn: '8a9690ab01717182962182bb50ce0007', pos: 'cdo_mpuslot2_mobile_flex' }}, iasLog("exclusion label : resp"); } { bidder: 'sovrn', params: { tagid: '446383' }}, { bidder: 'ix', params: { siteId: '195454', size: [300, 250] }}, bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776142', position: 'btf' }}, { bidder: 'ix', params: { siteId: '195451', size: [300, 50] }}, },{ – Deep learning, as the name implies, refers to a deep approach to learning which promotes understanding and implementing new ideas into real life situations. Deep Learning is the next generation of machine learning algorithms that use multiple layers to progressively extract higher level features (or understanding) from raw input. bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162050', zoneId: '1673732', position: 'atf' }}, 'min': 8.50, Electronics maker Panasonic has been working with universities and research centers to develop deep learning technologies related to computer vision.. bids: [{ bidder: 'rubicon', params: { accountId: '17282', siteId: '162036', zoneId: '776160', position: 'atf' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_HDX' }}, dfpSlots['rightslot'] = googletag.defineSlot('/2863368/rightslot', [[300, 250]], 'ad_rightslot').defineSizeMapping(mapping_rightslot).setTargeting('sri', '0').setTargeting('vp', 'mid').setTargeting('hp', 'right').addService(googletag.pubads()); The final layer relays a signal to an analyst who may freeze the user’s account until all pending investigations are finalized. iasLog("criterion : cdo_dc = english"); { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_SR' }}, { bidder: 'sovrn', params: { tagid: '446384' }}, var mapping_houseslot_a = googletag.sizeMapping().addSize([963, 0], [300, 250]).addSize([0, 0], []).build(); That’s how to think about deep neural networks going through the “training” phase. "sign-in": "https://dictionary.cambridge.org/auth/signin?rid=READER_ID", googletag.pubads().disableInitialLoad(); { bidder: 'sovrn', params: { tagid: '708801' }}, name: "pubCommonId", { bidder: 'openx', params: { unit: '539971069', delDomain: 'idm-d.openx.net' }}, }, ga('require', 'displayfeatures'); { bidder: 'ix', params: { siteId: '195455', size: [300, 250] }}, { bidder: 'appnexus', params: { placementId: '19061233' }}, "sign-up": "https://dictionary.cambridge.org/auth/signup?rid=READER_ID", googletag.pubads().setTargeting("sfr", "cdo_dict_english"); bidderSequence: "fixed" var pbDesktopSlots = [ googletag.pubads().setTargeting("cdo_l", "en"); { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_leftslot' }}, We also reference original research from other reputable publishers where appropriate. Generally, deep learning teachers are less focused on teaching many topics and providing a breadth of information, and more focused on promoting meaning and understanding, on making connections and building relationships between important information and ideas, and on promoting advanced analysis, interpretation, and application. storage: { Google Translate is using deep learning and image recognition to translate voice and written languages. iasLog("criterion : cdo_ei = deep-learning"); const customGranularity = { { bidder: 'appnexus', params: { placementId: '11654156' }}, Deep learning breaks down tasks in ways that makes all kinds of machine assists seem possible, even likely. At its simplest, deep learning can be thought of as a way to automate predictive analytics . ga('send', 'pageview'); Add deep learning to one of your lists below, or create a new one. { bidder: 'ix', params: { siteId: '555366', size: [320, 50] }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, Deep learning is only in its infancy and, in the decades to come, will transform society. deep learning (deep neural networking): Deep learning is an aspect of artificial intelligence ( AI ) that is concerned with emulating the learning approach that human beings use to gain certain types of knowledge. { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, {code: 'ad_topslot_a', pubstack: { adUnitName: 'cdo_topslot', adUnitPath: '/2863368/topslot' }, mediaTypes: { banner: { sizes: [[300, 250]] } }, { bidder: 'appnexus', params: { placementId: '11654189' }}, { bidder: 'appnexus', params: { placementId: '11654151' }}, { bidder: 'ix', params: { siteId: '195455', size: [300, 50] }}, googletag.pubads().setTargeting('cdo_alc_pr', pl_p.split(",")); { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_leftslot' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_SR' }}, { bidder: 'ix', params: { siteId: '195453', size: [300, 50] }}, deep learning definition: 1. a complete way of learning something that means you fully understand it and will not forget it…. { bidder: 'criteo', params: { networkId: 7100, publisherSubId: 'cdo_rightslot' }}, If the machine learning system created a model with parameters built around the number of dollars a user sends or receives, the deep-learning method can start building on the results offered by machine learning. iasLog("criterion : cdo_ptl = entry-lcp"); googletag.pubads().collapseEmptyDivs(false); 'increment': 0.5, It was developed and maintained by François Chollet, an engineer from Google, and his code has been released under the permissive license of MIT. { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_btmslot_300x250' }}, var mapping_stickyslot = googletag.sizeMapping().addSize([746, 0], []).addSize([0, 550], [[300, 50], [320, 50], [320, 100]]).addSize([0, 0], [[300, 50], [320, 50]]).build(); Progress and Challenges of Deep Learning and AI. { bidder: 'appnexus', params: { placementId: '11654157' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, { bidder: 'triplelift', params: { inventoryCode: 'Cambridge_MidArticle' }}, { bidder: 'sovrn', params: { tagid: '446382' }}, expires: 365 One of the most common AI techniques used for processing big data is machine learning, a self-adaptive algorithm that gets increasingly better analysis and patterns with experience or with newly added data. { bidder: 'onemobile', params: { dcn: '8a969411017171829a5c82bb4deb000b', pos: 'cdo_mpuslot2_flex' }}, { bidder: 'sovrn', params: { tagid: '446382' }}, googletag.pubads().addEventListener('slotRenderEnded', function(event) { if (!event.isEmpty && event.slot.renderCallback) { event.slot.renderCallback(event); } }); { bidder: 'ix', params: { siteId: '555366', size: [300, 50] }}, pbjsCfg = { {code: 'ad_topslot_b', pubstack: { adUnitName: 'cdo_topslot', adUnitPath: '/2863368/topslot' }, mediaTypes: { banner: { sizes: [[728, 90]] } }, { bidder: 'pubmatic', params: { publisherId: '158679', adSlot: 'cdo_topslot' }}]}, { bidder: 'openx', params: { unit: '539971080', delDomain: 'idm-d.openx.net' }}, { bidder: 'openx', params: { unit: '539971068', delDomain: 'idm-d.openx.net' }}, { bidder: 'openx', params: { unit: '539971066', delDomain: 'idm-d.openx.net' }}, { bidder: 'pubmatic', params: { publisherId: '158679', adSlot: 'cdo_mpuslot2' }}]}]; { bidder: 'ix', params: { siteId: '195467', size: [300, 50] }},