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DIDATTICO","\u003Ch1 class=\"fw-semibold text-uppercase\">Introduzione a ML Operations\u003C/h1>\n","\u003Cp>\u003Cspan class=\"text-color-grey-800\">La guida pratica per uscire dal notebook e imparare a gestire modelli e workflow Machine Learning in produzione: dall&#8217;esportazione dei modelli all&#8217;orchestrazione con MLflow e Airflow, fino a monitoraggio e costi.\u003C/span>\u003C/p>\n","\u003Ch2>Descrizione\u003C/h2>\n\u003Cp class=\"font-size-body-1\">Con questo modulo didattico impari a uscire dal notebook e a gestire applicazioni e workflow di Machine Learning in produzione con approcci e tecnologie diverse. Vedrai come esportare un modello addestrato, configurare le risorse cloud necessarie a farlo girare, costruire automazioni CI/CD per i tuoi workflow ML e usare i container per rendere tutto portabile. Imparerai a orchestrare pipeline con strumenti come MLflow e Airflow, a monitorare le performance in produzione, a stimare i costi infrastrutturali e a gestire artifact e logging in modo tracciabile.\u003C/p>\n",{"title":835,"list":836,"link":829},"DOMANDE FREQUENTI",[837,840,843,846,849,852,855,858,861],{"title":838,"text":839},"Cos'è l'MLOps?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">L&#8217;MLOps (Machine Learning Operations) è l&#8217;insieme di pratiche e strumenti che permette di gestire il ciclo di vita di un modello Machine Learning oltre la fase di sperimentazione in notebook: esportazione, deploy, automazione, monitoraggio e manutenzione in produzione.\u003C/span>\u003C/p>\n",{"title":841,"text":842},"A chi è rivolto questo corso su MLOps?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Il corso è pensato per data scientist, ML engineer, sviluppatori e professionisti Dev-Ops che vogliono imparare a gestire applicazioni e workflow Machine Learning in produzione, non solo a costruire modelli.\u003C/span>\u003C/p>\n",{"title":844,"text":845},"Servono competenze avanzate per seguire il corso?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">No. Il corso è di livello beginner e richiede solo una conoscenza base di Python e una conoscenza di base del Machine Learning. Non servono esperienze pregresse di deploy o infrastrutture.\u003C/span>\u003C/p>\n",{"title":847,"text":848},"Che strumenti si usano nel corso?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Il corso lavora con strumenti concreti del mondo MLOps: MLflow e Airflow per l&#8217;orchestrazione dei workflow, container per la portabilità delle applicazioni, e risorse cloud per l&#8217;esecuzione in produzione.\u003C/span>\u003C/p>\n",{"title":850,"text":851},"Cosa si intende per \"uscire dal notebook\"?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Significa passare da un modello che gira solo nell&#8217;ambiente di sperimentazione a un modello esportato, integrato in un&#8217;applicazione reale, automatizzato con pipeline CI/CD e osservabile in produzione.\u003C/span>\u003C/p>\n",{"title":853,"text":854},"Il corso copre anche il monitoraggio e i costi in produzione?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Sì. Oltre a deploy e orchestrazione, il corso affronta il monitoraggio delle performance, la stima dei costi infrastrutturali e la gestione di artifact e logging nel tempo.\u003C/span>\u003C/p>\n",{"title":856,"text":857},"È previsto un esame finale e una certificazione?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Sì. Il corso prevede test intermedi e un test finale; al superamento ottieni una certificazione che potrai inserire sul tuo CV e sul tuo profilo LinkedIn.\u003C/span>\u003C/p>\n",{"title":859,"text":860},"È disponibile assistenza durante il corso?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Sì, tramite la nostra assistenza studenti, dentro Discord, all&#8217;interno della nostra community di professionisti, e lasciando commenti sotto i video: puoi fare domande e confrontarti con il team dei docenti durante tutto il percorso.\u003C/span>\u003C/p>\n",{"title":862,"text":863},"In cosa si differenzia questo corso da un corso di Machine Learning \"puro\"?","\u003Cp>\u003Cspan class=\"text-color-grey-800\">Un corso di Machine Learning si concentra su come costruire e addestrare un modello. Questo corso parte da dove quello finisce: cosa succede a un modello dopo il notebook, con un approccio pratico orientato all&#8217;operatività reale più che alla teoria.\u003C/span>\u003C/p>\n",[865,868,872,875],{"icon":866,"caption":71,"text":867},"icon-level","Da Beginner ad Advanced",{"icon":869,"caption":870,"text":871},"icon-round-check","PREREQUISITI","Nessun Prerequisito",{"icon":873,"caption":70,"text":874},"icon-calendar","10 ore",{"icon":876,"caption":877,"text":878},"icon-lessons","LEZIONI","100% on demand",[880,900,916,940],{"title":881,"items":882},"Introduzione ML Ops",[883,886,888,890,892,894,896,898],{"title":884,"text":885},"Allegati del modulo","\u003Cp>\u003Cspan class=\"text-color-grey-700\">Nessun dettaglio\u003C/span>\u003C/p>\n",{"title":887,"text":885},"Intro servizi cloud e GCP",{"title":889,"text":885},"Costi cloud e calcolatore GCP",{"title":891,"text":885},"Intro Git & Uscire dal Notebook",{"title":893,"text":885},"Strumenti: GitHub+OSS, Package management con UV, Testing con Pytest",{"title":895,"text":885},"Git & GitHub",{"title":897,"text":885},"Intro Linux, CLI & Deployment manuale su VM",{"title":899,"text":885},"Deployment manuale su VM",{"title":901,"items":902},"Strumenti DevOps e Automazioni",[903,904,906,908,910,912,914],{"title":884,"text":885},{"title":905,"text":885},"Introduzuione Infrastructure as Code & Terraform",{"title":907,"text":885},"Introduzione CI/CD e GitHub Actions",{"title":909,"text":885},"Lavorare con Terraform",{"title":911,"text":885},"Terraform in CI",{"title":913,"text":885},"Continuous Delivery",{"title":915,"text":885},"Patterns & DVC",{"title":917,"items":918},"Containers & Orchestration",[919,920,922,924,926,928,930,932,934,936,938],{"title":884,"text":885},{"title":921,"text":885},"Introduzione a containers",{"title":923,"text":885},"Container registry, primi passi CLI podman",{"title":925,"text":885},"Containerfile/Dockerfile",{"title":927,"text":885},"Introduzione a orchestration",{"title":929,"text":885},"Container Deployment 1: MNIST NAIF",{"title":931,"text":885},"Container Deployment 2: Chatbot con LLM via API",{"title":933,"text":885},"Intro Kubernetes",{"title":935,"text":885},"Pod, Service, Deployment in K8S",{"title":937,"text":885},"Srumenti per gestione K8S: Helm, GitOps, Observability, Operator pattern/CRD",{"title":939,"text":885},"Deployment K8S su cloud (GCP GKE)",{"title":941,"items":942},"Workflows/Pipelines per ML",[943,944,946,948,950,952,954],{"title":884,"text":885},{"title":945,"text":885},"Introduzione a concetti workflow & strumenti ML Ops",{"title":947,"text":885},"Kubernetes Jobs e CronJobs",{"title":949,"text":885},"Pipelines: Apache Airflow",{"title":951,"text":885},"Experiment Tracking, Registry: ML Flow",{"title":953,"text":885},"Suite ML: GCP Vertex AI",{"title":955,"text":885},"Conclusione",1786127460688]