{"id":3577,"date":"2022-11-21T14:10:22","date_gmt":"2022-11-21T14:10:22","guid":{"rendered":"https:\/\/appliedintelligencelabs.co.za\/?post_type=fw-portfolio&#038;p=3577"},"modified":"2023-10-08T17:54:25","modified_gmt":"2023-10-08T17:54:25","slug":"data-analytics","status":"publish","type":"fw-portfolio","link":"https:\/\/appliedintelligencelabs.co.za\/index.php\/project\/data-analytics\/","title":{"rendered":"Data Analytics"},"content":{"rendered":"<div class=\"brz-root__container brz-reset-all\">\n<section data-uid=\"eonglzhhtugnthtojavjdpeftfcdozbryawp\" id=\"eonglzhhtugnthtojavjdpeftfcdozbryawp\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--fullWidth brz-css-prjzf brz-css-yvrvz\" data-custom-id=\"yguqyofpklmvgffrykpikyajqtmfebollizy\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz brz-css-omyoi\">\n<div class=\"brz-row__container brz-css-oedgs\" data-custom-id=\"oenwumtyqjhmhnklgphjyijmqekzdplmqijy\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-row brz-css-afrxt brz-css-eakxo\">\n<div class=\"brz-columns brz-css-npaon brz-css-otutm\" data-custom-id=\"toyqqouaejklncuvvslkfcpnngzcsiinjtum\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika brz-css-cjhtj\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-image brz-css-zqxnm brz-css-vspvg\"><img decoding=\"async\" class=\"brz-img\" src=\"https:\/\/appliedintelligencelabs.co.za\/wp-content\/uploads\/2022\/06\/logo-black-2-150x150.png\" alt=\"\" loading=\"lazy\" \/><\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-columns brz-css-npaon brz-css-mccjm\" data-custom-id=\"rsyvtarnrxulglgegxlrdqinkwhcquaomcer\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika brz-css-hqfol\">\n<div class=\"brz-css-yqvkk brz-css-yalyj brz-wrapper\">\n<div class=\"brz-menu-simple brz-css-irdrx brz-css-ividl\">\n<div style=\"min-height:20px\">\n<div class=\"menu-main-nav-container\">\n<ul id=\"menu-main-nav\" class=\"menu\">\n<li id=\"menu-item-3090\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-3090\"><a href=\"https:\/\/appliedintelligencelabs.co.za\/index.php\/about-2\/\">About<\/a><\/li>\n<li id=\"menu-item-2716\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2716\"><a href=\"https:\/\/appliedintelligencelabs.co.za\/index.php\/our-work\/\">Our Work<\/a><\/li>\n<li id=\"menu-item-2717\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2717\"><a href=\"https:\/\/appliedintelligencelabs.co.za\/index.php\/our-work\/our-insights\/\">Our Insights<\/a><\/li>\n<li id=\"menu-item-2721\" class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-2721\"><a href=\"https:\/\/appliedintelligencelabs.co.za\/index.php\/case-studies\/\">Case Studies<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section data-uid=\"hfsxjjgosukrgryhjpnwslwaacxohjtwhpxm\" id=\"hfsxjjgosukrgryhjpnwslwaacxohjtwhpxm\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--boxed brz-css-prjzf brz-css-tkvkq\" data-custom-id=\"lhmdjryujrkbwxnffiyixrpmqvgwnpvprrir\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz brz-css-hpfvl\">\n<div class=\"brz-row__container brz-css-oedgs\" data-custom-id=\"olzjbmultknenmnmncxyxnixbtfonnnseikl\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-row brz-css-afrxt brz-css-eakxo\">\n<div data-iteration-count=\"1\" class=\"brz-columns brz-css-npaon brz-css-gzwae brz-animated brz-css-nkrij brz-css-aqrap\" data-custom-id=\"ykskksqtnnoqaejbhicifuzkpsmgmxseular\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika brz-css-gouwx\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"retgdegvhrqamahhifgjwogiqaqkborbuweo\">\n<div>\n<p class=\"brz-css-tsjuz\" data-generated-css=\"brz-css-zgsfs\" data-uniq-id=\"najqx\"><span class=\"brz-cp-color2\">Xavier Africa<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-loeyf brz-css-xpmeb brz-wrapper\">\n<div class=\"brz-spacer brz-css-sppsd brz-css-gxxzz\"><\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"ldaomtdysnlxjmatgglnnkyzdodcjojaqcwv\">\n<div>\n<h4 class=\"brz-css-bgcwu\" data-generated-css=\"brz-css-ruerk\" data-uniq-id=\"vvocj\"><span class=\"brz-cp-color7\">11\/11\/2022<\/span><\/h4>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-columns brz-css-npaon brz-css-gvoki\" data-custom-id=\"tffnntkjhgueoioznnupheportppjcccvizi\">\n<div class=\"brz-column__items brz-css-eyika brz-css-xfdif\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-wrapper brz-animated brz-css-qjdsm brz-css-fmouo\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"zewdefzssrixszkalscuvhayyyrylrlyvejj\">\n<div>\n<p class=\"brz-css-tguxq\" data-uniq-id=\"uhgod\" data-generated-css=\"brz-css-cojal\">Data Analytics<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-wrapper brz-animated brz-css-pyghi brz-css-qwfyv\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"eluzjnrpxwvrmpehsmtcbifqiqcdjldxknvl\">\n<div>\n<p class=\"brz-css-ejpuz\" data-uniq-id=\"mazjs\" data-generated-css=\"brz-css-phrvm\"><span class=\"brz-cp-color7\">Xavier Africa  renders a full range of data analytics services to help companies solve business problems with accurate forecasts and predictions, root-cause analysis, (big) data mining and more. We help clients leverage data analytics to improve operational efficiency using descriptive dashboarding, predictive analytics, and prescriptive modeling.<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section data-uid=\"rzehjrvgepdktonaaregnjxofegejwxruxkd\" id=\"rzehjrvgepdktonaaregnjxofegejwxruxkd\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--boxed brz-css-prjzf brz-css-xpawt\" data-custom-id=\"gfzdhqbjkbmsicdupdcdytmnapukdawpcivb\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-ydbcu brz-wrapper brz-animated brz-css-qjdsm brz-css-wwusb\">\n<div class=\"brz-image brz-css-ubbvh brz-css-gmgpm\"><img decoding=\"async\" class=\"brz-img\" src=\"https:\/\/appliedintelligencelabs.co.za\/wp-content\/uploads\/brizy\/imgs\/8d7d5f138039133.6215dac504341-1170x780x0x95x1170x357x1665968112.jpg\" alt=\"\" loading=\"lazy\" \/><\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-loeyf brz-wrapper\">\n<div class=\"brz-spacer brz-css-sppsd brz-css-zwbnl\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section data-uid=\"syzgncuaxdlbwmscnfxcaslbrhajitvvpefz\" id=\"syzgncuaxdlbwmscnfxcaslbrhajitvvpefz\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--boxed brz-css-prjzf brz-css-youcr\" data-custom-id=\"mhriuamueknjhlcscmgsjcqvxtalzbyjruls\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-wrapper brz-animated brz-css-qjdsm brz-css-guhqo\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"nddqebpmydaazkyylageboxcuclpymlunmil\">\n<div>\n<h3 data-generated-css=\"brz-css-dznqn\" data-uniq-id=\"confp\" class=\"brz-css-vbtmp\"><span class=\"brz-cp-color2\">Use Cases<\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-row__container brz-css-oedgs\" data-custom-id=\"kbmhbxuniofcoyvaxbdjarmfikqtcwmyrcqp\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-row brz-css-afrxt brz-css-eakxo\">\n<div class=\"brz-columns brz-css-npaon\" data-custom-id=\"wqwlkoetoxqvruvgpfhgbtcpzhoyalywxlsa\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-wrapper brz-animated brz-css-ciicu brz-css-mvcqs\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"wwrtdthybstqlxvhybbcqygmauqbaticqppa\">\n<div>\n<ul>\n<li class=\"brz-css-crkug\" data-generated-css=\"brz-css-htlmd,brz-css-ayczp,brz-css-kmzuq,brz-css-cylhb\" data-uniq-id=\"zqaej,axwzf,qepoy,ybqll\"><span class=\"brz-cp-color7\">Business Planning &amp; Forecasting<\/span><\/li>\n<li class=\"brz-css-niwby\" data-generated-css=\"brz-css-htlmd,brz-css-ayczp,brz-css-kmzuq,brz-css-cylhb\" data-uniq-id=\"zqaej,axwzf,qepoy,ybqll\"><span class=\"brz-cp-color7\">Business Process Analysis<\/span><\/li>\n<li class=\"brz-css-peqbn\" data-generated-css=\"brz-css-cylhb\" data-uniq-id=\"ybqll\"><span class=\"brz-cp-color7\">Effort Optimisation<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-columns brz-css-npaon\" data-custom-id=\"xzfhfrqaweceezvulnbynkpofmkobknafpao\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-wrapper brz-animated brz-css-rfxwz brz-css-yljbu\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"romswfddjcpehrhpcocmeugttxekdpsjjthe\">\n<div>\n<ul>\n<li class=\"brz-css-lwssi\" data-generated-css=\"brz-css-bwcxe,brz-css-snrts,brz-css-kbfky\" data-uniq-id=\"rvryg,hvvvh,khxcg\"><span class=\"brz-cp-color7\">Process simulation<\/span><\/li>\n<li class=\"brz-css-jhtsk\" data-generated-css=\"brz-css-kbfky\" data-uniq-id=\"khxcg\"><span class=\"brz-cp-color7\">Recommendation Engines<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section data-uid=\"ghmoezziwfyueoqfhisynttgkavkdtcatmxg\" id=\"ghmoezziwfyueoqfhisynttgkavkdtcatmxg\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--boxed brz-css-prjzf brz-css-ztqis\" data-custom-id=\"bwjiporqsvbsyrsspytklcfsgbrfeavjverv\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"jnselianedqxnvfqrprmfqogrvlndiliddlh\">\n<div>\n<h3 data-generated-css=\"brz-css-ikhzu\" data-uniq-id=\"ohmua\" class=\"brz-css-uionr\"><span class=\"brz-cp-color2\">Our Process<\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-row__container brz-css-oedgs\" data-custom-id=\"vnssubuzezsztqgmucornjvdqnqhxhdgravk\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-row brz-css-afrxt brz-css-eakxo\">\n<div class=\"brz-columns brz-css-npaon\" data-custom-id=\"mngtelscsqfddeaguivkrbgmabvdlxexhrya\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-wycav brz-wrapper brz-animated brz-css-qjdsm brz-css-tjtnr\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"bfwiofwttmwazthlrndiodrksqxrjlmqwhnf\">\n<div>\n<h5 class=\"brz-css-flink\" data-uniq-id=\"ixmin\" data-generated-css=\"brz-css-vwspb\"><span>01. Business analysis<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-nqdwe brz-wrapper brz-animated brz-css-qjdsm brz-css-igkxa\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"hnrwyfjluuxftpuyeghoybgtiomisqgthrtr\">\n<div>\n<ul>\n<li class=\"brz-css-moyrj\" data-generated-css=\"brz-css-dlpmx,brz-css-caatt,brz-css-ehvqd,brz-css-cwrpl\" data-uniq-id=\"ktjgw,aekej,scyun,guavm\"><span class=\"brz-cp-color7\">Defining business needs a firm wants to address with data analytics .<\/span><\/li>\n<li class=\"brz-css-oxqav\" data-generated-css=\"brz-css-dlpmx,brz-css-caatt,brz-css-ehvqd,brz-css-cwrpl\" data-uniq-id=\"ktjgw,aekej,scyun,guavm\"><span class=\"brz-cp-color7\">Analyzing the existing data analytics environment (if any).<\/span><\/li>\n<li class=\"brz-css-eyriw\" data-generated-css=\"brz-css-dlpmx,brz-css-caatt,brz-css-ehvqd,brz-css-cwrpl\" data-uniq-id=\"ktjgw,aekej,scyun,guavm\"><span class=\"brz-cp-color7\">Designing a data analytics strategy and roadmap.<\/span><\/li>\n<li class=\"brz-css-uijvw\" data-generated-css=\"brz-css-dlpmx,brz-css-caatt,brz-css-ehvqd,brz-css-cwrpl\" data-uniq-id=\"ktjgw,aekej,scyun,guavm\"><span class=\"brz-cp-color7\">Selecting optimal data analytics methodologies and technologies.<\/span><\/li>\n<li class=\"brz-css-sdmxu\" data-generated-css=\"brz-css-cwrpl\" data-uniq-id=\"guavm\"><span class=\"brz-cp-color7\">Deciding on machine learning solution deliverables.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-ianoh brz-wrapper brz-animated brz-css-qjdsm brz-css-nzyqh\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"pmxkqzqtsxjzmvkzyrujrydduztehotnjkcb\">\n<div>\n<h5 class=\"brz-css-bmqwu\" data-uniq-id=\"hxdgk\" data-generated-css=\"brz-css-rkxrx\"><span>02. Data preparation<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-lltxn brz-wrapper brz-animated brz-css-qjdsm brz-css-eavny\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"spijiaokrutlfcrqqojtyetokezqwkktfqkg\">\n<div>\n<ul>\n<li class=\"brz-css-oftta\" data-generated-css=\"brz-css-elcie,brz-css-vitpd\" data-uniq-id=\"fllrc,dllft\"><span class=\"brz-cp-color7\">Exploratory analysis of the existing data sources.<\/span><\/li>\n<li class=\"brz-css-vinqy\" data-generated-css=\"brz-css-elcie,brz-css-vitpd\" data-uniq-id=\"fllrc,dllft\"><span class=\"brz-cp-color7\">Data collection, cleansing, and structuring.<\/span><\/li>\n<li class=\"brz-css-zaxln\" data-generated-css=\"brz-css-vitpd\" data-uniq-id=\"dllft\"><span class=\"brz-cp-color7\">Defining the criteria for the model evaluation.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-kiwtm brz-wrapper brz-animated brz-css-qjdsm brz-css-dzrei\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"dcfdljnipokiskgfanxfdrmgkijngyumxijq\">\n<div>\n<h5 class=\"brz-css-nabar\" data-generated-css=\"brz-css-bsktq\" data-uniq-id=\"dculs\"><span>03. Development and implementation of machine learning models<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-yyres brz-wrapper brz-animated brz-css-qjdsm brz-css-pulpq\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"zalxybqlxiksgsrbsvqpwahxrvdkcvsablbg\">\n<div>\n<ul>\n<li class=\"brz-css-tkswx\" data-uniq-id=\"pferw,myjix\" data-generated-css=\"brz-css-bdxqf,brz-css-ndhkz\"><span class=\"brz-cp-color7\">Model exploration and refinement.<\/span><\/li>\n<li class=\"brz-css-kwxms\" data-uniq-id=\"pferw,myjix\" data-generated-css=\"brz-css-bdxqf,brz-css-ndhkz\"><span class=\"brz-cp-color7\">Model testing and evaluation.<\/span><\/li>\n<li class=\"brz-css-xskdi\" data-uniq-id=\"pferw,myjix\" data-generated-css=\"brz-css-bdxqf,brz-css-ndhkz\"><span class=\"brz-cp-color7\">Fine-tuning the parameters of Machine Learning models until the generated results are acceptable.<\/span><\/li>\n<li class=\"brz-css-ydkyk\" data-uniq-id=\"myjix\" data-generated-css=\"brz-css-ndhkz\"><span class=\"brz-cp-color7\">Deploying the Machine Learning models.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-columns brz-css-npaon\" data-custom-id=\"gwqilgmkswvtxzcmmhxvowltipshiiwkqakp\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika\">\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-bnlxn brz-wrapper brz-animated brz-css-qjdsm brz-css-bwech\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"hztqqodkiobeavwladxxwykbuzemvczmkkmx\">\n<div>\n<h5 class=\"brz-css-hluxb\" data-generated-css=\"brz-css-wcett\" data-uniq-id=\"fumyt\"><span>04. Reporting<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-rtkow brz-wrapper brz-animated brz-css-qjdsm brz-css-vswrk\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"ymixvepkuzqirwfgnsmalzufnjvvbbuqhtsi\">\n<div>\n<ul>\n<li class=\"brz-css-ixtzr\" data-generated-css=\"brz-css-mrcpt\" data-uniq-id=\"rjdgh\"><span class=\"brz-cp-color7\">Delivering machine learning output in an agreed format.<\/span><\/li>\n<li class=\"brz-css-zvhug\" data-generated-css=\"brz-css-mrcpt\" data-uniq-id=\"rjdgh\"><span class=\"brz-cp-color7\">Integrating machine learning models into an application for users\u2019 self-service, if required.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-zulwa brz-wrapper brz-animated brz-css-qjdsm brz-css-ndini\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"uadfiknffnnzwvmkifquzjzcgojwtmgngndf\">\n<div>\n<h5 class=\"brz-css-khwtc\" data-generated-css=\"brz-css-uzfzw\" data-uniq-id=\"yaqio\"><span>05. Support and maintenance of machine learning models<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div data-iteration-count=\"1\" class=\"brz-css-yqvkk brz-css-rafpk brz-wrapper brz-animated brz-css-qjdsm brz-css-kglxj\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"lvetwdaqvhrecarfckcutjdldqkyulytgzjr\">\n<div>\n<ul>\n<li class=\"brz-css-lmfcl\" data-uniq-id=\"wmhby\" data-generated-css=\"brz-css-efwvp\"><span class=\"brz-cp-color7\">Continuous monitoring and tuning of ML models for greater accuracy.<\/span><\/li>\n<li class=\"brz-css-yvcmp\" data-uniq-id=\"gbhjc\" data-generated-css=\"brz-css-hwkpg\"><span class=\"brz-cp-color7\">Adding new data to the ML models for deeper insight.<\/span><\/li>\n<li class=\"brz-css-fsyjt\" data-uniq-id=\"aftiz\" data-generated-css=\"brz-css-stvwa\"><span class=\"brz-cp-color7\">Building new ML models to address new business and data analytics questions.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section data-uid=\"rqqmewkmcvimefeithebqmfbapcydfserquk\" id=\"rqqmewkmcvimefeithebqmfbapcydfserquk\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--boxed brz-css-prjzf brz-css-pbocv\" data-custom-id=\"rcrdxtnwxgnhwhfdcwwslmrybjauqbebbhsq\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz\">\n<div class=\"brz-css-yqvkk brz-css-udgkc brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"vuqpmludrmqszsxlcacwbioiiluxahlvaqcm\">\n<div>\n<h3 class=\"brz-css-edrqo\" data-uniq-id=\"eusmf\" data-generated-css=\"brz-css-shocl\"><span class=\"brz-cp-color2\">More of What We Do<\/span><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-loeyf brz-wrapper\">\n<div class=\"brz-spacer brz-css-sppsd\"><\/div>\n<\/div>\n<div class=\"brz-row__container brz-css-oedgs\" data-custom-id=\"dyrmktjcgzeqjszdislllxcckeyouhvdxorl\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-row brz-css-afrxt brz-css-eakxo\">\n<div class=\"brz-columns brz-css-npaon brz-css-fzizv\" data-custom-id=\"vqffdklnfulzidrlsnecmyxvjmexoamvfuar\">\n<div class=\"brz-bg\"><\/div>\n<div class=\"brz-column__items brz-css-eyika brz-css-rfkyt\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-image brz-css-pkmfq brz-css-bnnbf\"><img decoding=\"async\" class=\"brz-img\" src=\"https:\/\/appliedintelligencelabs.co.za\/wp-content\/uploads\/brizy\/imgs\/robot-handshake-human-background-futuristic-digital-age-scaled-525x350x131x0x263x350x1669022067.jpg\" alt=\"\" loading=\"lazy\" \/><\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-cnhod brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"fujulshukoaxmvmdpfjlwdzeqialjtjezvtl\">\n<div>\n<h5 class=\"brz-css-stehd\" data-uniq-id=\"smgpe\" data-generated-css=\"brz-css-levcj\"><span class=\"brz-cp-color2\">Conversational AI<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-jrwrl brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"qxopqsjvdcuhmdggtauoeehfcamfklnzyaeu\">\n<div>\n<p class=\"brz-css-qzcqb\" data-uniq-id=\"qokrc\" data-generated-css=\"brz-css-txkav\"><span class=\"brz-cp-color7\">Optimize next-generation bandwidth<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><a class=\"brz-a brz-container-link\" href=\"http:\/\/testlive.space\/index.php\/project\/conversational-ai\/\" data-brz-link-type=\"external\" id><\/a><\/div>\n<div class=\"brz-columns brz-css-npaon brz-css-fzecq\" data-custom-id=\"dtxuqueuwuheqepecswrgplvpisikwtomjym\">\n<div class=\"brz-column__items brz-css-eyika brz-css-gpapj\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-image brz-css-burpa brz-css-zgnhk\"><img decoding=\"async\" class=\"brz-img\" src=\"https:\/\/appliedintelligencelabs.co.za\/wp-content\/uploads\/brizy\/imgs\/8b8a89152966437.632a0577b92e9-363x350x50x0x263x350x1665966294.jpg\" alt=\"\" loading=\"lazy\" \/><\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-fglif brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"brsitniouoirkljbqhhslppywalqnxguhtbg\">\n<div>\n<h5 class=\"brz-css-ecbqr\" data-generated-css=\"brz-css-ltopx\" data-uniq-id=\"mravg\"><strong class=\"brz-cp-color2\">Website Development<\/strong><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-rqlwf brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"rymlwohptwkllowqjsdopoehiqvaagidabfc\">\n<div>\n<p class=\"brz-css-sppgx\" data-uniq-id=\"nyiax\" data-generated-css=\"brz-css-dcgvw\"><span class=\"brz-cp-color7\">Expedite innovative deliverables<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><a class=\"brz-a brz-container-link\" href=\"http:\/\/testlive.space\/index.php\/project\/website-development\/\" data-brz-link-type=\"external\" id><\/a><\/div>\n<div class=\"brz-columns brz-css-npaon brz-css-vbbml\" data-custom-id=\"zlywsebzebjhghmwaptlsmvtmavaogiyaxtq\">\n<div class=\"brz-column__items brz-css-eyika brz-css-ycwsq\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-image brz-css-mnffe brz-css-fsymb\"><img decoding=\"async\" class=\"brz-img\" src=\"https:\/\/appliedintelligencelabs.co.za\/wp-content\/uploads\/brizy\/imgs\/pexels-christina-morillo-1181244-scaled-524x350x131x0x263x350x1665965225.jpg\" alt=\"\" loading=\"lazy\" \/><\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-bixtb brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"ujvdinjjvcajvoojapltsksfhnygjwpxumka\">\n<div>\n<h5 class=\"brz-css-kxgmv\" data-generated-css=\"brz-css-qlkmi\" data-uniq-id=\"exvqn\"><span class=\"brz-cp-color2\">Web Application Development<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-wpeeq brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"xdmrpsgdpkwzqdzgxzaoitexghtixyyuzjvo\">\n<div>\n<p class=\"brz-css-knahy\" data-uniq-id=\"gvuso\" data-generated-css=\"brz-css-fmelp\"><span class=\"brz-cp-color7\">Deliver customized e-business<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><a class=\"brz-a brz-container-link\" href=\"http:\/\/testlive.space\/index.php\/project\/web-application-development\/\" data-brz-link-type=\"external\" id><\/a><\/div>\n<div class=\"brz-columns brz-css-npaon brz-css-mwstn\" data-custom-id=\"odfkihappnpvcgmvexrlumehbisnbpovtqxp\">\n<div class=\"brz-column__items brz-css-eyika brz-css-stops\">\n<div class=\"brz-css-yqvkk brz-wrapper\">\n<div class=\"brz-image brz-css-lveqx brz-css-xogmw\"><img decoding=\"async\" class=\"brz-img\" src=\"https:\/\/appliedintelligencelabs.co.za\/wp-content\/uploads\/brizy\/imgs\/6027fa112050297.600dab07b9582-467x350x102x0x263x350x1665967841.jpg\" alt=\"\" loading=\"lazy\" \/><\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-uobgz brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"fzvrvrnakyzbjbkxqvwjqyjdrevlzhxjlepk\">\n<div>\n<h5 class=\"brz-css-jujsj\" data-generated-css=\"brz-css-eyqvh\" data-uniq-id=\"ptnoi\"><span class=\"brz-cp-color2\">Robotic Process Automation<\/span><\/h5>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk brz-css-whxdl brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"snwjwpbzdqlegxzowciwzynmslrbzobhqmaj\">\n<div>\n<p class=\"brz-css-kazzg\" data-uniq-id=\"gvuso\" data-generated-css=\"brz-css-fmelp\"><span class=\"brz-cp-color7\">Deliver customized e-business<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><a class=\"brz-a brz-container-link\" href=\"http:\/\/testlive.space\/index.php\/project\/robotic-process-automation\/\" data-brz-link-type=\"external\" id><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<section data-uid=\"byoveqpnftursctepmbkbxzhsvskfpwlscdk\" id=\"byoveqpnftursctepmbkbxzhsvskfpwlscdk\" class=\"brz-section brz-css-psyxh\">\n<div class=\"brz-section__content brz-section--boxed brz-css-prjzf brz-css-hzxyd\" data-custom-id=\"dtlyhaukmyelqyocggtouaiwgjevwhpwmeom\">\n<div class=\"brz-bg\">\n<div class=\"brz-bg-color\"><\/div>\n<\/div>\n<div class=\"brz-container brz-css-qjvkz\">\n<div class=\"brz-css-yqvkk brz-css-yvujm brz-wrapper\">\n<div class=\"brz-rich-text brz-rich-text__custom brz-css-yeqxi\" data-custom-id=\"koydvugnbmciklcwysucejvalpdipogrcrlj\">\n<div>\n<h2 class=\"brz-css-ipwzp\" data-uniq-id=\"krctg\" data-generated-css=\"brz-css-nzznp\"><span>Subscribe to our weekly newsletter<\/span><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"brz-css-yqvkk 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