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Programmierung Programmierung Administration • Links • Vorgehensmodelle • NuGet • Transformations • MSBuild • Raspberry • Cheatsheets • Git • Mathematica C♯ Program Flow Multithreading and asynchronous processing • Multithread management • Program flow • Events and callbacks • Exception handling Types Type creation • Type consumentation • Encapsulation • Class hierarchies • Reflection • Object life cycle • String manipulation Debugging and Security Input validation • Encryption • Assembly Management • Debugging • Diagnostics Data access I/O operations • Data consumtion • LINQ • Data serialization • Collections Theory Functional • Lambda Calculus • Category Theory F♯ Basics Data Structures • Classes • Generics • Units of Measure • Exception Handling • Pipes • Recursion • Pattern Matching • Lazy Evaluation • Asynchronous and Parallel Programming • Number Representations • Arithmetic Operators • Conversion Functions • Queries Quantitative Finance Math.NET • Statistics • Root Finding Algorithmns • Data Visualisation • Option Pricing • Volatility • Order Types and Market Data • Volatility Trading Python Classes • Loops • Anonymous Types • Lambda Expressions • Queries (LINQ) • Iterators (yield) PHP   T-SQL / SQL Server T-SQL Fundamantals Select • Programming • Pitfalls • Query from Multiple Tables • Groups and Summaries • Advanced Select • Aggregation and Windowing • Insert, Update, Delete • Strings • Date and Time • Numbers • Transactions, Locking, Blocking, Deadlock • Tables • Views • Large Tables and Databases • Indexes • Stored Procedures • User-Defined Functions and Types • Triggers • Error Handling • Query Performance and Tuning • Hints • Index Tuning and Statistics • XML • Files, Filegroups, Integrity • Backup • Recovery • Principals and Users • Securables, Permissions, Auditing • Objects and Dependencies SQL Server Performance Tuning Memory Performance Analysis • Disk Performance Analysis • CPU Performance Analysis • Baseline Creation • Query Performance Metrics • Query Performance Analysis • Index Architecture and Behavior • Index Analysis • Database Engine Tuning Advisor • Key Lookups • Statistics, Data Distributuon, and Cardinality • Index Fragmentation • Execution Plan Generation • Execution Plan Cache Behavior • Parameter Sniffing • Query Recompilation • Query Design Analysis • Reduce Query Resource Use • Blocking and Blocked Processes • Causes and Solutions for Deadlocks • Row-By-Row Processing • Memory-Optimized OLTP Tables and Procedures • Database Performance Testing • Database Workload Optimization • SQL Server Optimization Checklist Service Broker Message • Contract • Queue • Service • .NET Integration • Route • Security   Datatypes • Unit Testing • Dependency Injection • Partitioning • .NET General LINQ • Reactive Extensions • Entity Framework • OData • Windows Workflow Foundation • Threading • Logging • Unit Testing • Dependency Injection • Documentation • WinForms Performance Locking • Coding Style and Class Design • .NET 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Events • Routed Commands • ICommandSource • Triggers • Behaviors • Visual State Manager • Theming • Layout • Templates • Popups • Dependency Object • Fonts • Composition API • MVVM Frameworks • Navigation Windows Forms INotifyPropertyChanged • DataBinding • Validation • PRISM DevExpress DataAnnotation • TaskbarButtonService, ApplicationJumpListService, NotificationService • Asynchronous Commands Xamarin DependencyService • Custom Renderer • Shaped Buttons Parallel Programming Common Processor • Locking Data Parallelism Parallel Loops • Parallel Aggregation Task Parallelism Parallel Tasks • Futures • Dynamic Task Parallelism • Pipelines Akka.NET Logging • Persistence • Dependency Injection • Cluster • Remote ECMAScript Languages ECMAScript • TypeScript • Elm • LESS Infrastruktur Node • Yeoman • Bower • Grunt • Jasmine • Karma • Protractor • Hapi • Redux AngularJS Validation • Testing Angular Modules • Animations • Attributes • Styles • Deployment • Dependency Injection • HTTP Client • Lifecycle • Pipes • Routing and Navigation • Security • Structural Directives (ngIf, ngFor, ngSwitch) • Testing • Forms Validation Other Knockout • RequireJS • PhoneGap/Cordova • React • fantasy-land • typed-contract • parsimmon SharePoint Notes Fields • Lists • Content Types • Workflow • Business Connectivity Services • Search • Managed Metadata • AngularJS • Publishing/Approval • LINQ to SharePoint Nintex Custom Activities 70-488 • 70-489 Design and Implement Search • Implement Business Connectivity Services (BCS) • Implement Implement User Profiles and Customize Social Workload • Implement ECM and WCM • Design for Performance and Troubleshooting • Implement Managed Metadata Service (MMS) Microsoft CRM Reporting and Dashboards • SharePoint Integration • Authentication • Entity Handling • Workflows • Queries Security Forms Authentication • Membership and Role Provider • Zertifikate • OAuth • OpenID • Windows Identity Foundation Dateiformate CSV • Excel • Word • PDF • Email Azure Notes Azure Pack • Single Sign-on • Data Storage • Logging • Tracing • Service Bus • HDInsight • Orleans Infrastructure Services Virtual Machines • Virtual Machine Networking • Virtual Machine Storage • Virtual Networks 70-533  • 70-534 Active Directory • Static IP Adresses • ACLs • Network Security Groups • Availability Sets • VPN • Load Balancing • CDN • Media Services • Multi-Factor Auth. Muster Architektur Entwurfsmuster • Architekturmuster • Patterns of Enterprise Application Architecture Daten Analysemuster • Datenbank-Muster Verteilte Systeme Enterprise Integration Patterns • SOA • Big Data • Cloud • Stability & Capacity Management Organisationsmuster • Refactoring • Lizenzmuster Antimuster Antimuster • Dark Patterns • SQL Antipatterns Powershell Grundlagen Subversion (SVN) • CmdletBinding • Parameter (Sets) • Return Type • Module • Exception Handling DSC Common Information Model (CIM) • Resources • Configuration and Parameters • Local Configuration Manager (LCM) • Credentials • SMB Pull Server • HTTP Pull Server Android ROM Flashen • Unit Testing • Assistant Machine Learning Neuronale Netze Propagierungsfunktionen • Aktivitätsfunktionen • Lernmethoden • Pattern Associator • Rekurrente Netze • Kompetitive Netze • Kohonennetze • Constrain Statisfaction Netze Tensorflow Linear Regression • Logistic Regression • Softmax Regression • Hidden Markov • K-Means Clustering • Self-Organizing Map • Autoencoder • Q-policy neural network • Perceptron • Convolutional Neuronal Network • Recurrent Neuronal Network • Seq2Seq • Ranking Core Server Hyper-V • Active Directory User Groups • Active Directory Domain Services • Active Directory Federation Services • DHCP • IIS • DNS • RDP • WSUS • User Permissions • IP • SMB • DHCP • IPAM • Sonstige Bot Framework Rich Messages • Load Balancing Azure uses IIS Application Request Routing (ARR) Probe URI is used on HTTP or TCP to determine if service is responsive Structure Internet Internet-facing load balancer Web tier Internal load balancer Database tier Create Internet-facing Load Balancer Get-AzureVM - ServiceName "PSCloudService" -Name "VM1a" ` | Add-Azure-Endpoint -Name "HTTP-In" -Protocol TCP -PublicPort 80 -LocalPort 80 -LBSetName "WebFarm" ` -ProbePort 80 -ProbeProtocol HTTP -ProbePath "/" ` | Update-AzureVM Create Internal Load Balancer Add-AzureInternalLoadBalancer -ServiceName "WebCloud" -InternalLoadBalancerName "QL-BE" -SubnetName "Backend" -StaticVNetIPAddress "192.168.15.10" Get-AzureVM - ServiceName "WebCloud" -Name "SQL-BE-1A" ` | Add-AzureEndpoint -Name "SQL1EP" -LBSet "SQL-LB" -Protocol TCP -LocalPort 1433 -PublicPort 1433 ` -DefaultProbe -InternalLoadBalancerName "SQL ILB" | Update-AzureVM Azure Traffic Manager Traffic Manager Modes Failover switches to secondary server if primary fails Performance geographically closest server Round Robin Distribute load equally across all servers Create New Network Services Traffic Manager Add Endpoints [select endpoint] Quellen