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Nettstudie 12 måneder 5 000 kr
Learn to deliver an agreed quality of service by handling all predefined, user-initiated service requests in an effective and user-friendly manner. [+]
Understand the purpose and key concepts of the Continual Improvement Practice, elucidating its significance in fostering a culture of ongoing improvement and innovation within the organisation. This eLearning is: Interactive Self-paced   Device-friendly   2-3 hours content   Mobile-optimised   Practical exercises   Exam: 20 questions Multiple choise 30 minutes Closed book Minimum required score to pass: 65% [-]
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Nettstudie 12 måneder 5 000 kr
The purpose of this module is to provide best practice guidance on how to set clear, business-based targets for service utility, warranty and experience. [+]
Understand the purpose and key concepts of Information Security Management, elucidating its significance in safeguarding the confidentiality, integrity, and availability of organisational information assets. This eLearning is: Interactive Self-paced   Device-friendly   2-3 hours content   Mobile-optimised   Practical exercises   Exam: 20 questions Multiple choise 30 minutes Closed book Minimum required score to pass: 65% [-]
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Arne Rettedals Hus 1 dag 3 900 kr
22 Oct
Kurset er for deg som allerede kan bruke Microsoft Word, men som vil jobbe mer hensiktsmessig med tekstbehandling. [+]
Kurset er for deg som allerede kan bruke Microsoft Word, men som vil jobbe mer hensiktsmessig med tekstbehandling. På kurset vil vi vise deg hvordan du kan jobbe smart og effektivt når du lager dokumenter, slik at du sparer tid i din arbeidshverdag og samtidig ender opp med mer elegante og flotte dokumenter og rapporter. Mål for kursetEtter endt kurs skal du kunne bruke verktøyet på en smart og effektiv måte. ForkunnskaperNoe kjennskap til Word. MålgruppeDette kurset er for deg som vet litt om Word og som ønsker å lære effektiv bruk av verktøyet. UndervisningsformKlasseromsundervisning med maks 12 deltakere. Deltakere må ha med egen datamaskin med relevant programvare. Pris Klasseromsundervisning 6 timer: 3900 kroner inkludert lunsj.  Ansatte ved UiS har egne betalingsbetingelser.   Varighet1 dag fra 09:00 til 15:00 Emner Merketeknikker Navigering og snarveier Disposisjonsvisning Tekst eller tegnformatering Avsnittsformatering Side og inndelingsformatering Stiler – bruke, endre og definere Temaer Innholdsfortegnelse Kryssreferanser, noter Bilde SmartArt Forside Diagram – integrasjon med Excel Hurtigdeler Språkverktøy Topp og bunntekster i inndelinger Åpne et eldre dokument i Word Oppdatere/oppgradere et dokument Hva er .docx? Fletting i Word til word, epost, printer Sette utskriftsopsjoner Skrive ut utvalg og inndelinger [-]
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Virtuelt eller personlig 1 dag 3 120 kr
Målsetning for kurset: Opparbeide ferdigheter i å navigere, kommunisere og hente ut informasjon fra BIM-modeller i IFC-formatet med bruk av Solibri Anywhere. [+]
Fleksible kurs for fremtidenNy kunnskap skal gi umiddelbar effekt, og samtidig være holdbar og bærekraftig på lang sikt.NTI AS har 30 års erfaring innen kurs og kompetanseheving, og utdanner årlig rundt 10.000 personer i Nord Europa innen CAD, BIM, industri, design og konstruksjon.   Solibri Anywhere og Site   På kurset vil du lære å: Sammenstille flere IFC-modeller og navigere i disse Velge ut grupper av objekter for nærmere studier Legge inn snitt, måle, markere og opprette slides fra visninger av modellen Opprette rapporter og kommentere «issues» i Excel og BCF-format Se på resultatet av utførte regelsjekker i modellen Se på resultatet av utførte informasjons- og mengdeuttak fra modellen Høste informasjon og mengder fra modellen basert på eksisterende maler og klassifikasjoner Skape egne klassifikasjoner og definisjoner for megndeuttak   Dette er et populært kurs, meld deg på nå! Spesialtilpasset kurs: NTI anbefaler spesialtilpassede kurs for bedrifter som planlegger å sende to eller flere deltakere på Solibri-kurs. Grunnen til dette er at Solibri brukes av mange forskjellige aktører og profesjoner i BAE-bransjen, og følgelig blir de åpne kursene ofte for generelle for enkelte kursdeltakere. I et spesialtilpasset kurs vil vår kurskonsulent kartlegge fokusområdene i forkant av kurset, og gjennomføre kurset i henhold til selskapets behov, gjerne basert på kundens egne modeller. Utbyttet av kurset blir følgelig mye større.  Ta kontakt med oss på telefon 483 12 300, epost: salg-no@nti.biz eller les mer på www.nti.biz   [-]
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Virtuelt eller personlig 3 dager 12 480 kr
Kurset MagiCAD VVS for AutoCAD gir en gjennomgang av prosjektering av ventilasjon- og rørinstallasjoner i MagiCAD og AutoCAD. [+]
Fleksible kurs for fremtiden Ny kunnskap skal gi umiddelbar effekt, og samtidig være holdbar og bærekraftig på lang sikt. NTI AS har 30 års erfaring innen kurs og kompetanseheving, og utdanner årlig rundt 10.000 personer i Nord Europa innen CAD, BIM, industri, design og konstruksjon.   MagiCAD VVS for AutoCAD grunnkurs Her er et utvalg av temaene du vil lære på kurset: Etablering av prosjekt Prosjektering av ventilasjonsanlegg, varmeanlegg, og sanitæranlegg Sammenkobling av systemer gjennom flere tegninger Tekstefunksjoner, snitt, tegninger til utskrift Beregninger, utbalansering, lyd, mengdeberegning Bruk av leverandørspesifike produkter Kollisjonskontroll Automatisk generering av utsparinger Deltakerne skal lære å håndtere tegninger i et prosjekt; arkitekt, VVS-tegninger etc. De skal lære å berike en VVS-modell slik at mest mulig informasjon kan nyttes med hensyn til BIM, 2D-tegninger, strømningstekniske beregninger og lydberegninger. Tilpassete kurs for bedrifter Vi vil at kundene våre skal være best på det de gjør - hele tiden.  Derfor tenker vi langsiktig om kompetanseutvikling og ser regelmessig kunnskapsløft som en naturlig del av en virksomhet. Vårt kurskonsept bygger på et moderne sett av ulike læringsmiljøer, som gjør det enkelt å finne riktig løsning uansett behov. Ta kontakt med oss på telefon 483 12 300, epost: salg@nticad.no eller les mer på www.nticad.no [-]
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2 dager 6 500 kr
Illustrator videregående er et 2-dagers kurs som lærer deg å beherske Illustrator slik at du kan lage dine egne mønstre, pensler og grafiske stiler, så du kan visual... [+]
Bli med på to dager med kreativ bruk av Illustrator. Her vil du få en fordypning i dine oppgaver i Illustrator. Lær deg alle skjulte funksjoner og slipp løs kreativiteten. Vi jobber med mange eksempler og du kan gjerne også jobbe med ditt eget materiell. Kurset er som workshop, så her er det mye å lære. Hvorfor ta dette kurset: Du vil lære konkrete tegne- og designoppgaver Du vil lære effektive arbeidsmetoder som gir deg flere kreative muligheter og løsninger Du vil lære å tilpasse programmet til ditt eget behov Du vil arbeide mer effektivt Forhåndskunnskap: Illustrator grunnkurs eller tilsvarende kunnskap Dette lærer du: Bruke Illustrator kreativt Masker og sammensatte baner Effekter og grafiske stiler Lage egne mønstre og pensler 3D-effekter Symboler Praktiske oppgaver Perspektivtegning [-]
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Virtuelt klasserom 5 dager 28 500 kr
This course covers three central elements of Microsoft 365 enterprise administration – Microsoft 365 security management, Microsoft 365 compliance management, and Microso... [+]
 In Microsoft 365 security management, you will examine all the common types of threat vectors and data breaches facing organizations today, and you will learn how Microsoft 365’s security solutions address these security threats. Global Knowledge will introduce you to the Microsoft Secure Score, as well as to Azure Active Directory Identity Protection. You will then learn how to manage the Microsoft 365 security services, including Exchange Online Protection, Advanced Threat Protection, Safe Attachments, and Safe Links. Finally, you will be introduced to the various reports that monitor your security health. You will then transition from security services to threat intelligence; specifically, using the Security Dashboard and Advanced Threat Analytics to stay ahead of potential security breaches. TARGET AUDIENCE This course is designed for persons who are aspiring to the Microsoft 365 Enterprise Admin role and have completed one of the Microsoft 365 work load administrator certification paths. COURSE OBJECTIVES By actively participating in this course, you will learn about the following: Microsoft 365 Security Metrics Microsoft 365 Security Services Microsoft 365 Threat Intelligence Data Governance in Microsoft 365 Archiving and Retention in Office 365 Data Governance in Microsoft 365 Intelligence Search and Investigations Device Management Windows 10 Deployment Strategies Mobile Device Management COURSE CONTENT Module 1: Introduction to Microsoft 365 Security Metrics Threat Vectors and Data Breaches Security Solutions in Microsoft 365 Introduction to the Secure Score Introduction to Azure Active Directory Identity Protection Module 2: Managing Your Microsoft 365 Security Services Introduction to Exchange Online Protection Introduction to Advanced Threat Protection Managing Safe Attachments Managing Safe Links Monitoring and Reports Module 3: Lab 1 - Manage Microsoft 365 Security Services Exercise 1 - Set up a Microsoft 365 Trial Tenant Exercise 2 - Implement an ATP Safe Links policy and Safe Attachment policy Module 4: Microsoft 365 Threat Intelligence Overview of Microsoft 365 Threat Intelligence Using the Security Dashboard Configuring Advanced Threat Analytics Implementing Your Cloud Application Security Module 5: Lab 2 - Implement Alert Notifications Using the Security Dashboard Exercise 1 - Prepare for implementing Alert Policies Exercise 2 - Implement Security Alert Notifications Exercise 3 - Implement Group Alerts Exercise 4 - Implement eDiscovery Alerts Module 6: Introduction to Data Governance in Microsoft 365 Introduction to Archiving in Microsoft 365 Introduction to Retention in Microsoft 365 Introduction to Information Rights Management Introduction to Secure Multipurpose Internet Mail Extension Introduction to Office 365 Message Encryption Introduction to Data Loss Prevention Module 7: Archiving and Retention in Office 365 In-Place Records Management in SharePoint Archiving and Retention in Exchange Retention Policies in the SCC Module 8: Lab 3 - Implement Archiving and Retention Exercise 1 - Initialize Compliance in Your Organization Exercise 2 - Configure Retention Tags and Policies Exercise 3 - Implement Retention Policies Module 9: Implementing Data Governance in Microsoft 365 Intelligence Planning Your Security and Complaince Needs Building Ethical Walls in Exchange Online Creating a Simple DLP Policy from a Built-in Template Creating a Custom DLP Policy Creating a DLP Policy to Protect Documents Working with Policy Tips Module 10: Lab 4 - Implement DLP Policies Exercise 1 - Manage DLP Policies Exercise 2 - Test MRM and DLP Policies Module 11: Managing Data Governance in Microsoft 365 Managing Retention in Email Troubleshooting Data Governance Implementing Azure Information Protection Implementing Advanced Features of AIP Implementing Windows Information Protection Module 12: Lab 5 - Implement AIP and WIP Exercise 1 - Implement Azure Information Protection Exercise 2 - Implement Windows Information Protection Module 13: Managing Search and Investigations Searching for Content in the Security and Compliance Center Auditing Log Investigations Managing Advanced eDiscovery Module 14: Lab 6 - Manage Search and Investigations Exercise 1 - Investigate Your Microsoft 365 Data Exercise 2 - Configure and Deploy a Data Subject Request Module 15: Planning for Device Management Introduction to Co-management Preparing Your Windows 10 Devices for Co-management Transitioning from Configuration Manager to Intune Introduction to Microsoft Store for Business Planning for Mobile Application Management Module 16: Lab 7 - Implement the Microsoft Store for Business Exercise 1 - Configure the Microsoft Store for Business Exercise 2 - Manage the Microsoft Store for Business Module 17: Planning Your Windows 10 Deployment Strategy Windows 10 Deployment Scenarios Implementing Windows Autopilot Planning Your Windows 10 Subscription Activation Strategy Resolving Windows 10 Upgrade Errors Introduction to Windows Analytics Module 18: Implementing Mobile Device Management Planning Mobile Device Management Deploying Mobile Device Management Enrolling Devices to MDM Managing Device Compliance Module 19: Lab 8 - Manage Devices with Intune Exercise 1 - Enable Device Management Exercise 2 - Configure Azure AD for Intune Exercise 3 - Create Intune Policies Exercise 4 - Enroll a Windows 10 Device Exercise 5 - Manage and Monitor a Device in Intune TEST CERTIFICATION This course helps you to prepare for exam MS101. [-]
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Klasserom + nettkurs 5 dager 31 000 kr
Expand your Citrix networking knowledge and skills by enrolling in this five-day course. It covers Citrix ADC essentials, including secure load balancing, high availabili... [+]
COURSE OVERVIEW  You will learn to deliver secure remote access to apps and desktops integrating Citrix Virtual Apps and Citrix Desktops with Citrix Gateway.  This course includes an exam. TARGET AUDIENCE Built for IT Professionals working with Citrix ADC and Gateway, with little or no previous Citrix networking experience. Potential students include administrators, engineers, and architects interested in learning how to deploy or manage Citrix ADC or Citrix Gateway environments. COURSE OBJECTIVES  Identify the functionality and capabilities of Citrix ADC and Citrix Gateway Explain basic Citrix ADC and Gateway network architecture Identify the steps and components to secure Citrix ADC Configure Authentication, Authorization, and Auditing Integrate Citrix Gateway with Citrix Virtual Apps, Citrix Virtual Desktops and other Citrix components COURSE CONTENT Module 1: Getting Started Introduction to Citrix ADC Feature and Platform Overview Deployment Options Architectural Overview Setup and Management Module 2: Basic Networking Networking Topology Citrix ADC Components Routing Access Control Lists Module 3: ADC Platforms Citrix ADC MPX Citrix ADC VPX Citrix ADC CPX Citrix ADC SDX Citrix ADC BLX Module 4: High Availability Citrix ADC High Availability High Availability Configuration Managing High Availability In Service Software Upgrade Troubleshooting High Availability Module 5: Load balancing Load Balancing Overview Load Balancing Methods and Monitors Load Balancing Traffic Types Load Balancing Protection Priority Load Balancing Load Balancing Troubleshooting Module 6: SSL Offloading SSL Overview SSL Configuration SSL Offload Troubleshooting SSL Offload SSL Vulnerabilities and Protections Module 7: Security Authentication, Authorization, and Auditing Configuring External Authentication Admin Partitions Module 8: Monitoring and Troubleshooting Citrix ADC Logging Monitoring with SNMP Reporting and Diagnostics AppFlow Functions Citrix Application Delivery Management Troubleshooting Module 9: Citrix Gateway Introduction to Citrix Gateway Advantages and Utilities of Citrix Gateway Citrix Gateway Configuration Common Deployments Module 10: AppExpert Expressions Introduction to AppExpert Policies Default Policies Explore Citrix ADC Gateway Policies Policy Bind Points Using AppExpert with Citrix Gateway Module 11: Authentication, Authorization, and Secure Web Gateway Authentication and Authorization Multi-Factor Authentication nFactor Visualizer SAML authentication Module 12: Managing Client Connections Introduction to Client Connections Session Policies and Profiles Pre and Post Authentication Policies Citrix Gateway Deployment Options Managing User Sessions Module 13: Integration for Citrix Virtual Apps and Desktops Virtual Apps and Desktop Integration Citrix Gateway Integration Citrix Gateway WebFront ICA Proxy Clientless Access and Workspace App Access Fallback SmartControl and SmartAccess for ICA Module 14: Configuring Citrix Gateway Working with Apps on Citrix Gateway RDP Proxy Portal Themes and EULA [-]
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Nettkurs 365 dager 2 995 kr
Excelkurs Basis - elæringskurs [+]
Excelkurs Basis - elæringskurs [-]
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Nettkurs 365 dager 2 995 kr
Power BI basis - elæringskurs [+]
Power BI basis - elæringskurs [-]
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Bedriftsintern 1 dag 11 000 kr
This one-day instructor-led class provides an overview of Google Cloud Platform products and services. Through a combination of presentations and hands-on labs, participa... [+]
Objectives This course teaches participants the following skills: Identify the purpose and value of each of the Google Cloud Platform products and services Interact with Google Cloud Platform services Describe ways in which customers have used Google Cloud Platform Choose among and use application deployment environments on Google Cloud Platform: Google App Engine, Google Kubernetes Engine, and Google Compute Engine Choose among and use Google Cloud Platform storage options: Google Cloud Storage, Google Cloud SQL, Google Cloud Bigtable, and Google Cloud Datastore Make basic use of BigQuery, Google’s managed data warehouse for analytics Make basic use of Cloud Deployment Manager, Google’s tool for creating and managing cloud resources through templates Make basic use of Google Stackdriver, Google’s monitoring, logging, and diagnostics system All courses will be delivered in partnership with ROI Training, Google Cloud Premier Partner, using a Google Authorized Trainer. Course Outline Module 1: Introducing Google Cloud Platform -Explain the advantages of Google Cloud Platform-Define the components of Google's network infrastructure, including: Points of presence, data centers, regions, and zones-Understand the difference between Infrastructure-as-a-Service (IaaS) and Platform-as-a-Service (PaaS) Module 2: Getting Started with Google Cloud Platform -Identify the purpose of projects on Google Cloud Platform-Understand the purpose of and use cases for Identity and Access Management-List the methods of interacting with Google Cloud Platform-Lab: Getting Started with Google Cloud Platform Module 3: Virtual Machines and Networks in the Cloud -Identify the purpose of and use cases for Google Compute Engine.-Understand the various Google Cloud Platform networking and operational tools and services.-Lab: Compute Engine Module 4: Storage in the Cloud -Understand the purpose of and use cases for: Google Cloud Storage, Google Cloud SQL, Google Cloud Bigtable, and Google Cloud Datastore.-Learn how to choose between the various storage options on Google Cloud Platform.-Lab: Cloud Storage and Cloud SQL Module 5: Containers in the Cloud -Define the concept of a container and identify uses for containers.-Identify the purpose of and use cases for Google Kubernetes Engine and Kubernetes.-Lab: Kubernetes Engine Module 6: Applications in the Cloud -Understand the purpose of and use cases for Google App Engine.-Contrast the App Engine Standard environment with the App Engine Flexible environment.-Understand the purpose of and use cases for Google Cloud Endpoints.-Lab: App Engine Module 7: Developing, Deploying, and Monitoring in the Cloud -Understand options for software developers to host their source code.-Understand the purpose of template-based creation and management of resources.-Understand the purpose of integrated monitoring, alerting, and debugging.-Lab: Deployment Manager and Stackdriver Module 8: Big Data and Machine Learning in the Cloud -Understand the purpose of and use cases for the products and services in the Google Cloud big data and machine learning platforms.-Lab: BigQuery [-]
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Oslo 5 dager 46 000 kr
08 Sep
10 Nov
10 Nov
https://www.glasspaper.no/kurs/sise-implementing-and-configuring-cisco-identity-services-engine/ [+]
SISE: Implementing and Configuring Cisco Identity Services Engine [-]
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Virtuelt klasserom 5 dager 28 500 kr
This course covers three central elements of Microsoft 365 enterprise administration: Microsoft 365 tenant and service management, Office 365 management, and Microsoft 36... [+]
COURSE OVERVIEW  In Microsoft 365 tenant and service management, you will examine all the key components that must be planned for when designing your Microsoft 365 tenant. Once this planning phase is complete, you will learn how to configure your Microsoft 365 tenant, including your organizational profile, tenant subscription options, component services, user accounts and licenses, and security groups. Finally, you will learn how to manage your tenant, which includes the configuration of tenant roles and managing your tenant health and services. With your Microsoft 365 tenant now firmly in place, you will examine the key components of Office 365 management. This begins with an overview of Office 365 product functionality, including Exchange Online, SharePoint Online, Microsoft Teams, additional product resources, and device management. You will then transition to configuring Office 365, with a primary focus on configuring Office client connectivity to Office 365. Finally, you will examine how to manage Office 365 ProPlus deployments, from user-driven client installations to centralized Office 365 ProPlus deployments. You will wrap up this section by learning how to configure Office Telemetry and Microsoft Analytics. The course concludes with an in-depth examination of Microsoft 365 identity synchronization, with a focus on Azure Active Directory Connect. You will learn how to plan for and implement Azure AD Connect, how to manage synchronized identities, and how to implement password management in Microsoft 365 using multi-factor authentication and self-service password management. This section wraps up with a comprehensive look at implementing application and external access. You will learn how to add and manage applications in Azure Active Directory, including how to configure multi-tenant applications. You will then examine how to configure Azure AD Application Proxy, including how to install and register a connector and how to publish an on-premises app for remote access. Finally, you will examine how to design and manage solutions for external access. This includes licensing guidance for Azure AD B2B collaboration, creating a collaborative user, and troubleshooting a B2B collaboration. TARGET AUDIENCE This course is designed for persons who are aspiring to the Microsoft 365 Enterprise Admin role and have completed one of the Microsoft 365 role-based administrator certification paths. COURSE OBJECTIVES Designing, configuring, and managing your Microsoft 365 tenant Office 365 product functionality Configuring Office 365 Managing Office 365 ProPlus deployments Planning and implementing identity synchronization Implementing application and external access COURSE CONTENT Module 1: Designing Your Microsoft 365 Tenant Planning Microsoft 365 in your On-premises Infrastructure Planning Your Identity and Authentication Solution Planning Your Service Setup Planning Your Hybrid Enviroment Planning Your Migration to Office 365 Module 2: Configuring Your Microsoft 365 Tenant Planning  Your Microsoft 365 Experience Configuring  Your Microsoft 365 Experience Managing User Accounts and Licenses in Microsoft 365 Managing Security Groups in Microsoft 365 Implementing Your Domain Services Leveraging FastTrack and Partner Services Module 3: Lab 1 - Configuring your Microsoft 365 Tenant Exercise 1 - Set up a Microsoft 365 Trial Tenant Module 4: Managing Your Microsoft 365 Tenant Configuring Tenant Roles Managing Tenant Health and Services Module 5: Lab 2 - Managing your Microsoft 365 Tenant Exercise 1 - Manage Administration Delegation Exercise 2 - Configure Office 365 Message Encryption (OME) Exercise 3 - Monitor and Troubleshoot Office 365 Module 6: Office 365 Overview Exchange Online Overview SharePoint Online Overview Teams Overview Additional Resources Overview Device Management Overview Module 7: Lab 3 - Office 365 Overview Exercise 1 - Exchange Online Overview Exercise 2 - SharePoint Online Overview Exercise 3 - Teams Overview Module 8: Configuring  Office 365 Office 365 Client Overview Configuring Office Client Connectivity to Office 365 Module 9: Managing Office 365 ProPlus Deployments Managing User-Driven Client Installations Managing Centralized Office 365 ProPlus Deployments Configuring Office Telemetry Configuring Microsoft Analytics Module 10: Lab 4 - Managing Office 365 ProPlus installations Exercise 1 - Prepare an Office 365 ProPlus Managed Installation Exercise 2 - Manage a Centralized Office 365 ProPlus Installation Exercise 3 - Deploy and Configure Office Telemetry Components Module 11: Planning and Implementing Identity Synchronization Introduction to Identity Synchronization Planning for Azure AD Connect Implementing Azure AD Connect Managing Synchronized Identities Password Management in Microsoft 365 Module 12: Lab 5 - Implementing Identity Synchronization Exercise 1 - Set up your organization for identity synchronization Exercise 2 - Implement Identity Synchronization Module 13: Implementing Application and External Access Implementing Applications in Azure AD Configuring Azure AD App Proxy Designing Solutions for External Access TEST CERTIFICATION This course helps you to prepare for exam MS100. But as this is part of an expert certification you should already own one of the Microsoft 365 Associate certifications:  Modern Desktop Teamwork Administrator Security Administrator Messaging Administrator. [-]
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Oslo 3 dager 20 000 kr
25 Aug
25 Aug
27 Oct
AZ-700: Designing and Implementing Microsoft Azure Networking Solutions [+]
AZ-700: Designing and Implementing Microsoft Azure Networking Solutions [-]
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Virtuelt klasserom 4 dager 30 000 kr
29 Sep
In this course, the student will learn about the data engineering patterns and practices as it pertains to working with batch and real-time analytical solutions using Azu... [+]
The students will learn how to interactively explore data stored in files in a data lake. They will learn the various ingestion techniques that can be used to load data using the Apache Spark capability found in Azure Synapse Analytics or Azure Databricks, or how to ingest using Azure Data Factory or Azure Synapse pipelines. The students will also learn the various ways they can transform the data using the same technologies that is used to ingest data. The student will spend time on the course learning how to monitor and analyze the performance of analytical system so that they can optimize the performance of data loads, or queries that are issued against the systems. They will understand the importance of implementing security to ensure that the data is protected at rest or in transit. The student will then show how the data in an analytical system can be used to create dashboards, or build predictive models in Azure Synapse Analytics. After completing this course, students will be able to: Explore compute and storage options for data engineering workloads in Azure Design and Implement the serving layer Understand data engineering considerations Run interactive queries using serverless SQL pools Explore, transform, and load data into the Data Warehouse using Apache Spark Perform data Exploration and Transformation in Azure Databricks Ingest and load Data into the Data Warehouse Transform Data with Azure Data Factory or Azure Synapse Pipelines Integrate Data from Notebooks with Azure Data Factory or Azure Synapse Pipelines Optimize Query Performance with Dedicated SQL Pools in Azure Synapse Analyze and Optimize Data Warehouse Storage Support Hybrid Transactional Analytical Processing (HTAP) with Azure Synapse Link Perform end-to-end security with Azure Synapse Analytics Perform real-time Stream Processing with Stream Analytics Create a Stream Processing Solution with Event Hubs and Azure Databricks Build reports using Power BI integration with Azure Synpase Analytics Perform Integrated Machine Learning Processes in Azure Synapse Analytics Course prerequisites Successful students start this course with knowledge of cloud computing and core data concepts and professional experience with data solutions.Recommended prerequisites:M-DP900 - Microsoft Azure Data FundamentalsM-AZ900 - Microsoft Azure Fundamentals Agenda Module 1: Explore compute and storage options for data engineering workloads This module provides an overview of the Azure compute and storage technology options that are available to data engineers building analytical workloads. This module teaches ways to structure the data lake, and to optimize the files for exploration, streaming, and batch workloads. The student will learn how to organize the data lake into levels of data refinement as they transform files through batch and stream processing. Then they will learn how to create indexes on their datasets, such as CSV, JSON, and Parquet files, and use them for potential query and workload acceleration. Module 2: Design and implement the serving layer This module teaches how to design and implement data stores in a modern data warehouse to optimize analytical workloads. The student will learn how to design a multidimensional schema to store fact and dimension data. Then the student will learn how to populate slowly changing dimensions through incremental data loading from Azure Data Factory. Module 3: Data engineering considerations for source files This module explores data engineering considerations that are common when loading data into a modern data warehouse analytical from files stored in an Azure Data Lake, and understanding the security consideration associated with storing files stored in the data lake. Module 4: Run interactive queries using Azure Synapse Analytics serverless SQL pools In this module, students will learn how to work with files stored in the data lake and external file sources, through T-SQL statements executed by a serverless SQL pool in Azure Synapse Analytics. Students will query Parquet files stored in a data lake, as well as CSV files stored in an external data store. Next, they will create Azure Active Directory security groups and enforce access to files in the data lake through Role-Based Access Control (RBAC) and Access Control Lists (ACLs). Module 5: Explore, transform, and load data into the Data Warehouse using Apache Spark This module teaches how to explore data stored in a data lake, transform the data, and load data into a relational data store. The student will explore Parquet and JSON files and use techniques to query and transform JSON files with hierarchical structures. Then the student will use Apache Spark to load data into the data warehouse and join Parquet data in the data lake with data in the dedicated SQL pool. Module 6: Data exploration and transformation in Azure Databricks This module teaches how to use various Apache Spark DataFrame methods to explore and transform data in Azure Databricks. The student will learn how to perform standard DataFrame methods to explore and transform data. They will also learn how to perform more advanced tasks, such as removing duplicate data, manipulate date/time values, rename columns, and aggregate data. Module 7: Ingest and load data into the data warehouse This module teaches students how to ingest data into the data warehouse through T-SQL scripts and Synapse Analytics integration pipelines. The student will learn how to load data into Synapse dedicated SQL pools with PolyBase and COPY using T-SQL. The student will also learn how to use workload management along with a Copy activity in a Azure Synapse pipeline for petabyte-scale data ingestion. Module 8: Transform data with Azure Data Factory or Azure Synapse Pipelines This module teaches students how to build data integration pipelines to ingest from multiple data sources, transform data using mapping data flowss, and perform data movement into one or more data sinks. Module 9: Orchestrate data movement and transformation in Azure Synapse Pipelines In this module, you will learn how to create linked services, and orchestrate data movement and transformation using notebooks in Azure Synapse Pipelines. Module 10: Optimize query performance with dedicated SQL pools in Azure Synapse In this module, students will learn strategies to optimize data storage and processing when using dedicated SQL pools in Azure Synapse Analytics. The student will know how to use developer features, such as windowing and HyperLogLog functions, use data loading best practices, and optimize and improve query performance. Module 11: Analyze and Optimize Data Warehouse Storage In this module, students will learn how to analyze then optimize the data storage of the Azure Synapse dedicated SQL pools. The student will know techniques to understand table space usage and column store storage details. Next the student will know how to compare storage requirements between identical tables that use different data types. Finally, the student will observe the impact materialized views have when executed in place of complex queries and learn how to avoid extensive logging by optimizing delete operations. Module 12: Support Hybrid Transactional Analytical Processing (HTAP) with Azure Synapse Link In this module, students will learn how Azure Synapse Link enables seamless connectivity of an Azure Cosmos DB account to a Synapse workspace. The student will understand how to enable and configure Synapse link, then how to query the Azure Cosmos DB analytical store using Apache Spark and SQL serverless. Module 13: End-to-end security with Azure Synapse Analytics In this module, students will learn how to secure a Synapse Analytics workspace and its supporting infrastructure. The student will observe the SQL Active Directory Admin, manage IP firewall rules, manage secrets with Azure Key Vault and access those secrets through a Key Vault linked service and pipeline activities. The student will understand how to implement column-level security, row-level security, and dynamic data masking when using dedicated SQL pools. Module 14: Real-time Stream Processing with Stream Analytics In this module, students will learn how to process streaming data with Azure Stream Analytics. The student will ingest vehicle telemetry data into Event Hubs, then process that data in real time, using various windowing functions in Azure Stream Analytics. They will output the data to Azure Synapse Analytics. Finally, the student will learn how to scale the Stream Analytics job to increase throughput. Module 15: Create a Stream Processing Solution with Event Hubs and Azure Databricks In this module, students will learn how to ingest and process streaming data at scale with Event Hubs and Spark Structured Streaming in Azure Databricks. The student will learn the key features and uses of Structured Streaming. The student will implement sliding windows to aggregate over chunks of data and apply watermarking to remove stale data. Finally, the student will connect to Event Hubs to read and write streams. Module 16: Build reports using Power BI integration with Azure Synapase Analytics In this module, the student will learn how to integrate Power BI with their Synapse workspace to build reports in Power BI. The student will create a new data source and Power BI report in Synapse Studio. Then the student will learn how to improve query performance with materialized views and result-set caching. Finally, the student will explore the data lake with serverless SQL pools and create visualizations against that data in Power BI. Module 17: Perform Integrated Machine Learning Processes in Azure Synapse Analytics This module explores the integrated, end-to-end Azure Machine Learning and Azure Cognitive Services experience in Azure Synapse Analytics. You will learn how to connect an Azure Synapse Analytics workspace to an Azure Machine Learning workspace using a Linked Service and then trigger an Automated ML experiment that uses data from a Spark table. You will also learn how to use trained models from Azure Machine Learning or Azure Cognitive Services to enrich data in a SQL pool table and then serve prediction results using Power BI. [-]
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