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Implementing Data Models and Reports with Microsoft SQL Server

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Microsoft 70-466 : Implementing Data Models and Reports with Microsoft SQL Server Exam

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Test Number : 70-466
Test Name : Implementing Data Models and Reports with Microsoft SQL Server
Vendor Name : Microsoft
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70-466 test Format | 70-466 Course Contents | 70-466 Course Outline | 70-466 test Syllabus | 70-466 test Objectives

Build an analysis services multidimensional database (35-40%)
Design dimensions and measures
Given a requirement, identify the dimension/measure group relationship that should be selected; design patterns for representing business facts and dimensions (many-to-many relationships); design dimensions to support multiple related measure groups (many related fact tables); handle degenerate dimensions in a cube; identify the attributes for dimensions; identify the measures; aggregation behavior for the measures; build hierarchies; define granularity of dimension relationships
Implement and configure dimensions in a cube
Translations, define attribute relationships, implement hierarchies, implement SQL Server Analysis Services (SSAS) dimensions and cubes, create the Attribute Relationships that should be made for a given set of attributes in a dimension, develop new custom attributes on dimensions, detect possible design flaws in attribute relationships, implement time dimensions in cubes, manage SSAS parent-child dimensions, dimension type
Design a schema to support cube architecture
Multidimensional modeling starting from a star schema, relational modeling for a data source view, choose or create a topology, identify the appropriate data types with correct precision and size
Create and configure measures
Logically group measures and configure Measure Group Properties, select appropriate aggregation functions, format measures, design the measure group for the correct granularity
Implement a cube
Use SQL Server Data Tools - Business Intelligence (SSDT-BI) to build the cube; use SSDT-BI to do non-additive or semi-additive measures in a cube, define measures, specify perspectives, define translations, define dimension usage, define cube-specific dimension properties, define measure groups, implement reference dimensions, implement many-to-many relationships, implement fact relationships, implement role-playing relationships, create and manage linked measure groups and linked dimensions, create actions
Create Multidimensional Expressions (MDX) and Data Analysis Expressions (DAX) queries Identify the structures of MDX and the common functions (tuples, sets, TopCount, SCOPE, and more); identify which MDX statement would return the required result; implement a custom MDX or logical solution for a pre-prepared case task; identify the structure of DAX and common functions, including CALCULATE, EVALUATE, and FILTER; identify which DAX query would return the required result
Implement custom logic in a data model
Define key performance indicators (KPIs); define calculated members; create relative measures (growth, YoY, same period last year), percentage of total using MDX; named sets; add Time Intelligence; implement ranking and percentile; define MDX script to import partial PowerPivot model
Implement storage design in a multidimensional model
Create aggregations, create partitions, storage modes, define proactive caching, manage write-back partitions, implement linked cubes, implement distributed cubes
Select an appropriate model for data analysis
Select Tabular versus Multidimensional based on scalability needs, traditional hierarchical, data volume; select appropriate organizational BI, such as corporate BI, and team and personal BI needs and data status
Preparation resources
Dimension relationships
Defining dimension granularity within a measure group
Linked measure groups
Manage, maintain, and troubleshoot a SQL Server Analysis Services (SSAS) database (15-20%)
Analyze data model performance
Identify performance consequences of data source view design, optimize performance by changing the design of the cube or dimension, analyze and optimize performances of an MDX/DAX query, optimize queries for huge data sets, optimize MDX in the calculations, performance monitor counters, select appropriate Dynamic Management Views for Analysis Services, analyze and define performance counters, monitor growth of the cache, define and view logging options
Process data models
Define processing of tables or partitions for tabular and multidimensional models; define processing of databases, cubes, and dimensions for multidimensional models; select full processing versus incremental processing; define remote processing; define lazy aggregations; automate with Analysis Management Objects (AMO) or XML for Analysis (XMLA); process and manage partitions by using PowerShell
Troubleshoot data analysis issues
Use SQL Profiler; troubleshoot duplicate key dimension processing errors; error logs and event viewer logs of SSAS, mismatch of data: incorrect relationships or aggregations; dynamic security issues; validate logic and calculations
Deploy SSAS databases
Deployment Wizard, implement SSDT-BI, deploy SSMS; test solution post deployment, decide whether or not to process, test different roles
Install and maintain an SSAS instance
Install SSAS; install development tools; identify development and production installation considerations; upgrade SSAS instance; define data file and program file location; plan for Administrator accounts; define server and database level security; support scale-out read-only; update SSAS (service packs); install and maintain each instance type of Analysis Services, including PowerPivot; restore and import PowerPivot; back up and restore by using PowerShell Preparation resources
Multidimensional model object processing
Performance counters (SSAS)
Build a tabular data model (15-20%)
Configure permissions and roles in a tabular model
Configure server roles, configure SSAS database roles, implement dynamic security (custom security approaches), role-based access, test security permissions, implement cell-level permissions
Implement a tabular data model
Define tables, import data, define calculated columns, define relationships, define hierarchies and perspectives, manage visibility of columns and tables, embed links, optimize BISM for Power View, mark a date table, sort a column by another column
Implement business logic in a tabular data model
Implement measures and KPIs, implement Data Analysis Expressions (DAX), define relationship navigation, implement time intelligence, implement context modification
Implement data access for a tabular data model
Manage partitions, processing, select xVelocity versus DirectQuery for data access
Preparation resources
Using DirectQuery in the tabular BI Semantic Model
Roles (SSAS tabular)
Hierarchies (SSAS tabular)
Build a report with SQL Server Reporting Services (SSRS) (25-30%)
Design a report
Select report components (crosstab report, Tablix, design chart, data visualization components), design report templates (Report Definition Language), identify the data source and parameters; design a grouping structure; drill-down reports, drill-through reports; determine if any expressions are required to display data that is not coming directly from the data source
Implement a report layout
Formatting; apply conditional formatting; page configuration; implement headers and footers; implement matrixes, table, chart, images, list, indicators, maps, and groupings in reports; use Report Builder to implement a report layout; create a range of reports using different data regions; define custom fields (implementing different parts of the report); implement collections (global collections); define expressions; implement data visualization components; identify report parts; implement group variables and report variables; design for multiple delivery extension formats
Configure authentication and authorization for a reporting solution
Configure server-level and item-level role-based security, configure reporting service security (setup or addition of role), authenticate against data source, store credential information, describe Report Server security architecture and site level security, create system level roles, item level security, create a new role assignment, assign Windows users to roles, secure reports using roles, configure SharePoint groups and permissions, define varying content for different role memberships
Implement interactivity in a report
Drilldown; drillthrough; interactive sorting; parameters: (databound parameters, multi-value parameters); create dynamic reports in SSRS using parameters; implement show/hide property; actions (jump to report); filters; parameter list; fixed headers; document map, embedded HTML
Troubleshoot reporting services issues
Query the ReportServer database; view Reporting Services log files; use Windows Reliability and Performance monitor data for troubleshooting; use the ReportServer: define service and web service objects; monitor for long-running reports, rendering, and connectivity issues; use SQL Profiler; perform data reconciliation for incorrect relationships or aggregations; detect dynamic security issues; validate logic and calculations
Manage a report environment
Manage subscriptions and subscription settings; define data-driven subscriptions; manage data sources; integrate SharePoint Server; define email delivery settings; manage the number of snapshots; manage schedules, running jobs, and report server logs; manage report server databases; manage the encryption keys; set up the execution log reporting; review the reports; configure site-level settings; design report lifecycle; automate management of reporting services; create a report organization structure; install and configure reporting services; deploy custom assemblies
Configure report data sources and datasets
Select appropriate query types (stored procedure versus table versus text only); configure parameterized connection strings (dynamic connection strings); define filter location (dataset versus query); configure data source options, for example, extract and connect to multiple data sources; shared and embedded data sources and datasets; use custom expressions in data sources; connect to Microsoft Azure SQL database; implement DAX and MDX queries to retrieve appropriate data sets; work with non-relational data sources, such as XML or SharePoint lists

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Microsoft Free PDF

Google, Microsoft most spoofed brands in existing phishing assaults | 70-466 Free PDF and real questions

Scammers are more and more exploiting file sharing websites comparable to Google medical doctors and Microsoft Sway to steal person credentials, according to Barracuda Networks.

Phishing campaigns can trick even professional and wise users through cleverly impersonating general corporations, manufacturers, and products. As organizations more and more depend on cloud-primarily based file sharing and collaboration equipment, organizations such as Google and Microsoft are in particular tempting objectives for criminals to spoof. A file launched Thursday by using security company Barracuda Networks indicates how these kinds of assaults work and how corporations can combat them.

In kind-primarily based phishing assaults, scammers leverage websites similar to Google medical doctors and Microsoft Sway to trap victims into revealing their login credentials. The initial phishing e-mail usually incorporates a hyperlink to at least one of these official sites, which is why these assaults can be problematic to discover and forestall.

SEE: combating social media phishing assaults: 10 information (free PDF) (TechRepublic)

among the basically 100,000 form-based mostly attacks that Barracuda detected over the primary four months of 2020, Google file sharing and storage websites had been used in 65% of them. These attacks included such sites as storage.googleapis.com, docs.google.com, storage.cloud.google.com, and force.google.com. Microsoft brands were spoofed in 13% of the attacks, exploiting such websites as onedrive.are living.com, sway.office.com, and forms.workplace.com. beyond Google and Microsoft, different sites spoofed in these attacks were sendgrid.net, mailchimp.com, and formcrafts.com.

In its document, Barracuda described three strategies used by using attackers in these certain phishing campaigns.

the use of reliable sites as intermediaries. in this case, criminals try to spoof emails that appear to have been creating automatically through file sharing websites similar to Microsoft OneDrive. The emails comprise hyperlinks that take users to a sound site reminiscent of sway.workplace.com. but that web site then leads the victim to a phishing web page prompting for login credentials.

graphic: Barracuda Networks

creating on-line varieties for phishing. in this example, criminals create a web kind using a service akin to kinds.office.com and then hyperlinks to that kind from the initial phishing emails. Spoofing the login web page of a legitimate site, the form tries to harvest the consumer's account credentials. The malicious page carries links to professional sites. besides the fact that children, the linked domains customarily are not ones that might request account verification or password changes.

picture: Barracuda Networks

Getting entry to bills with out passwords. during this case, attackers can access consumer debts with no need to capture their credentials. The preliminary phishing e mail includes a link to what seems to be a legitimate login page. but the hyperlink basically contains a request for an entry token for an app. After entering their account credentials, the consumer receives an inventory of app permissions to accept. by way of accepting these permission, the sufferer does not need to show any passwords but in its place gives the attacker's app an entry token to use the equal credentials to access the account.

Such attacks are above all nasty as they could get round two-component authentication and go undetected for a very long time. although Microsoft has considering the fact that disabled the certain app used during this assault, the basic tactic is still around, in accordance with Barracuda.

graphic: Barracuda Networks

To assist your firm take care of itself in opposition t these styles of phishing assaults, Barracuda offers here innovations:

API-based inbox defense. Cybercriminals are adjusting their tactics to pass e mail gateways and spam filters, so you want a solution that makes use of artificial intelligence to observe and block assaults such as account takeovers and domain impersonations. installation know-how that uses machine researching to analyze standard communique patterns inside your organization as an alternative of relying completely on looking for malicious hyperlinks or attachments. This enables the answer to spot anomalies that may additionally indicate an assault.

installation multi-ingredient authentication. Multifactor authentication (MFA), two-element authentication, and two-step verification all provide an additional layer of safety beyond usernames and passwords, corresponding to authentication codes, thumb prints, or retinal scans.

give protection to towards account takeover. Use technology to establish suspicious exercise and knowledge signals of account takeovers, comparable to logins at ordinary instances of the day or from extraordinary locations and IP addresses. track IP addresses that reveal other suspicious behaviors, together with failed logins and access from suspicious contraptions. video display e mail accounts for malicious inbox rules in addition to they may be commonly used as part of account takeovers. Criminals who log into the account create forwarding suggestions and conceal or delete any e mail they ship from the account to try to cover their tracks.

increase user protection training. educate users about e mail attacks, together with form-based mostly attacks, as a part of safety-cognizance training. be sure that staffers can admire assaults, keep in mind their fraudulent nature, and recognize how to report them. Use phishing simulation to instruct clients to determine cyberattacks, verify the effectiveness of your training, and consider these most prone to assaults.

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beef up your organization's IT protection defenses by way of conserving abreast of the latest cybersecurity information, options, and best practices. Delivered Tuesdays and Thursdays

Hacking and phishing concept

photo: peshkov, Getty images/iStockphoto

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