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The IBM Cloud, information and AI design crew is excited to declar that IBM Cognos Analytics has been named a winner within the 2019 great company Innovation Award. here's thrilling information for their group as IBM Cognos Analytics is certainly one of their most multifaceted products, with many designers and groups engaged on All aspects it. they are honored to absorb this award point to off this mission, and the hard work their team has carried out on it.what's IBM Cognos Analytics?
IBM Cognos Analytics is an AI-powered statistics exploration and presentation device that enhances the workflow of enterprise clients. The device contains the means to create compelling visualizations and dashboards, achieve AI-powered selections for facts analysis, and scale the records analytics fashion at the plane that a enterprise calls for.IBM Cognos includes an AI helper (left), and a aspect Panel (correct), to advocate interpret the chart being considered. The helper helps natural language exploration, while the aspect Panel offers extra device-generated plain-language suggestions to augment the chart. explore reduces the guesswork linked to facts exploration via surfacing the strongest relationships to your information, which is displayed in the network chart, and providing recommended birth elements for more information exploration, which are proven within the thumbnails.
The AI-powered toolset in IBM Cognos Analytics enhances users’ skill to derive the absolute best insights from their records. The toolset comprises innovations dote a herbal language based mostly digital assistant, as well as a lore exploration device that finds relationships within records and suggests information visualizations. These efficacious information outfit enable enterprise clients to derive greater tips from their information and easily pinpoint deeper, underlying trends that may additionally in any other case require a better plane records skilled to decipher.Storytelling elements in IBM Cognos Analytics present the capacity to imagine and monitor statistics with unique and fascinating visuals.
The presentation tools in IBM Cognos Analytics present advanced and visually engaging information visualizations, permitting clients to communicate the ideas in the back of their facts in innovative and compelling methods. The application includes outfit to create distinct charts and graphs in addition to motion pix, assisting to add a narrative aspect to the style the facts is displayed. These enjoyable experiences permit the person to communicate their insights in a more artistic approach, cleave back user interpretation error, and array the Story behind their facts rather than simply sharing floor stage counsel.
“IBM Cognos Analytics turned into at All times an excellent reporting and dashboarding tool. What made the most fresh release one of these soar forward become the introduction of predictive analytics, AI and a gross fresh means of exploring data and discovering patterns and relationships the clients didn’t comprehend existed. What i adore about it's that Cognos does so a gross lot of the weighty lifting when it involves analytics and soar-frogs you to the answers you necessity most.” — Anne Stevens, Design Lead
A win for design is a win for businessIBM Cognos Analytics being identified by using a commerce award shows simply how a gross lot design can carry cost to the world of business. Their team’s hub of attention on outstanding person experiences and user research pushed design of this product, demonstrates that design fashion and execution matters for company consequences. I’m excited to discern design proceed to absorb an strike on their utility products and discern the broader implications this has for their users, valued clientele and partners.
in regards to the massive company Innovation AwardsThe company Intelligence group changed into situated with the mission of recognizing proper competence and superior performance within the company world. These awards are judged by using commerce executives with immense suffer and skills. The firm’s entertaining scoring outfit selectively measures performance across diverse enterprise domains and rewards those organizations whose achievements in reality stand out.
Congrats to the IBM Cognos Analytics crew for All of your hard work and accomplishments.
For a long time now, users had been asking what great Blue plans on doing with All the acquisitions in enterprise intelligence and analytics house (information, site) it made.
The unlock of Cognos 10, which combines social networking, collaboration, analytics and pursuits mobile workers, goes a artery to answering that.
Pushed by means of the increase of cell transactions and estimates that the cellular workforce will globally gain 1.19 billion by 2013, IBM has combined the technology of Cognos, a company they received in 2007, with Lotus Connections, launched in 2007 at Lotusphere, and is at present in version 2.5.
added to All this is the statistical engine, which IBM purchased All the artery through the SPSS acquisition in 2009, which allows users to embed algorithms into their experiences from IBM's SPSS utility.IBM and Analytics
IBM is also releasing a number of different complimentary software applications that allows you to birth realizing the enterprise intelligence ambitions that the enterprise outlined when it bought Cognos All these years in the past. The other fresh applications encompass:
The launch of Cognos 10 is so massive in IBM’s commerce intelligence fashion that it's hailing the unencumber as “probably the most tremendous analytics offering seeing that the acquisition of Cognos . . .” Taking a step back in time, when IBM bought Cognos it announced that within the commerce they noticed the artery forward for commerce intelligence. They underlined that imaginative and prescient with the U.S.$ 5bn IBM paid for the business.
enterprise intelligence refers to the shooting, integration and presentation of assistance. performance administration is using assistance to assess the performance of commercial enterprise sectors, divisions, product strains and every thing else which can also breathe boiled down into numbers.
the mixing of those two domains ensures a clearer photo of the status the firm basically stands, eradicating a powerful deal of the injurious statistics and suggestions, which is unavoidable to distort the distinguished thing decision-makers vision. and that's what Cognos 10 does -- it gives the tools for determination advocate and reporting equipment, in addition to All of the customary enterprise bells and whistles.IBM, Lotus Connection and Cognos
Add to this Lotus Connection, which brings with it social collaboration, and also you derive some thought of what IBM is launching here.
just to refresh your minds, IBM Lotus Connections is a social utility for company. It empowers commerce professionals to advance, nurture, and remain in contact with a community of their colleagues and respond prerogative away to company alternatives. Future enhancements consist of:
combine Lotus Connections utility with Cognos’s company analytics and one unified suffer with intuitive navigation capabilities and simplified person suffer looks.IBM, SPSS and Analytics
The other foremost aspect during this free up comes from the mixing of IBM’s SPSS Modeler, which IBM bought in another acquisition, with the BI atmosphere. Now a section of Cognos' file-authoring capabilities, it enables clients to gain insights from historic statistics. With it, they could carry predictive indicators into dashboards to deliver forward-searching perception concerning risk, profitability and other situations.
the fresh liberate strikes from traditional codecs of studies and charts, now supporting developed-in photographs and video clips that are interactive and supply broader analysis in a versatile format that can also breathe accessed on most cell devices. With the brought analytics capabilities, users can also check counsel from elementary, actual-time tips to superior, predictive “what if” analysis.
in short, the release gives commerce users not simply with counsel about what's occurring to their commerce or products within the current, it also integrates what has came about in the past, presenting an extrapolated version of what is going to swirl up sooner or later. Then, in the course of the social collaboration point, it shares the guidance with whoever wants it, each time they necessity it, and through cell guide, where ever they necessity it.
the disburse of interfaces taken from accepted Cognos environments, clients can engage with every different in precise time communities, wikis and blogs, submit documents and reports, tap into determination networks, and another collaborative feature obligatory to perambulate counsel to clients who want it.
over the terminal 5 years, IBM has invested greater than US$ 14 billion in 24 analytics acquisitions. introduced at the guidance on demand convention in Las Vegas, IBM notable Cognos 10 could breathe obtainable as of subsequent week when clients will breathe able to discern the status All that got firepower has been used.
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IBM Certified Developer - Cognos 8 BI Metadata Models Median Salary by Job
Twenty four is a brood -- yet that’s how many vendors made it into Gartner’s Magic Quadrant for commerce Intelligence (BI) and Analytics circa 2015.
For enterprises that are shopping for BI and Analytics solutions, selection may appear dote a superb thing until you deem what evaluating that many vendors might watch dote -- most of us wouldn’t even deem trying on 24 pairs of jeans.
To breathe fair, this is how many BI and analytics vendors met Gartner’s criteria, and that’s no effortless feat. Gartner defines BI and Analytics as a “software platform that delivers 13 faultfinding capabilities across three categories -- enable, produce and consume -- in advocate of four disburse cases for BI and analytics.”
Use cases ambit from centralized BI Provisioning, to decentralized analytics, to governed data discovery to providing OEM embedded APIs.
Required capabilities in the “Enable” category include: commerce User Data Mashup and Modeling, Internal Platform Integration, BI Platform Administration, Metadata Management, Cloud Deployment, and evolution and Integration.
The “Produce” category considers Free-Form Interactive Exploration, Analytic Dashboards and Content, IT-Developed Reporting and Dashboards, and Traditional Styles of Analysis.
The “Consume” category looks at Mobile, Collaboration and social Integration, and Embedded BI.
The common trends Gartner analysts uncovered hub around decentralized and bimodal governed data discovery approaches to BI and a summon for self-service capabilities beyond data discovery and interactive visualization of IT-curated data sources.
It’s worth noting that most BI and Analytics vendors are placed in the very quadrant as in 2014, but several absorb changed positions within them because of their more limited vision or competence to execute.
Gartner Magic Quadrant for commerce Intelligence and Analytics PlatformsTableau Leads the Pack
It should near as no flabbergast that Tableau’s results terminal quarter thrilled investors. Why? Because enterprise IT bosses, commerce analysts and quants All adore the results its products produce. Tableau is the product to beat in the discovery space and no one else even comes close.
Moreover, as we’ve written time and time again, Tableau users adore Tableau -- they are literally enthused when they talk about it. Not just that, but you can also hold data from someplace dote an surpass file and achieve blooming visualizations that narrate stories.
On the downside, Gartner’s report says that Tableau’s dashboards, traditional styles of analysis, metadata management, evolution and integration, BI platform administration, embedded BI and collaboration are weaknesses. It could also disburse a few improvements when used in centralized environments.
These may, or may not, breathe functions and features that Tableau wants to provide.
It’s also worth asking if any particular vendor can breathe the “go to” for every BI and Analytics endeavor.SAS Wins When it Comes to Completeness of Vision
SAS has been around since 1966 so appearing as the most visionary vendor in the Leaders quadrant is impressive. Not only that, but SAS is also further to the prerogative on the “Completeness of Vision” axis than any other vendor, even those in the Visionaries quadrant. It’s worth considering, though, that SAS offers what Gartner calls a “vast array” of integrated components, so they’re not exactly comparing it apples-to-apples when it comes to vendors dote Tableau.
That being said, SAS Visual Analytics -- which has been around for just a few years -- is gaining traction against data discovery leaders partly because it has done a superb job of differentiating itself and partly because its pricing model is more appealing. Gartner also praises SAS’s forward thinking in areas such as embedded advanced analytics within SAS Visual Analytics, ease of navigation between SAS Visual Analytics and SAS Visual Statistics, and integration across the SAS platform and other core analytics which makes governed data discovery simpler.
Within the Enterprise, SAS doesn’t appear to breathe as widely deployed as it could breathe because of cost, but Gartner says the vendor is addressing the issue. This could breathe a win for SAS not only in deeper penetration at current customer sites but its competence to win commerce at smaller companies.Improved Vision and Execution for SAP
SAP sits almost neck and neck with SAS in the Leaders quadrant. Gartner likes its vision, citing the direction it is taking with SAP Lumira and its simplified strategy for BI platform components.
What’s especially notable is that Gartner researchers institute that SAP is the BI gauge (81 percent) in the companies in which it is used. (In other words, it’s not one of several tools). SAP has an handicap in this regard, because in many cases those companies also disburse SAP’s widely deployed ERP systems. SAP does, however, claim to absorb BI and Analytics customers who don’t disburse its ERP products.
That being said, SAP’s BI tools offering leaves plenty of play for improvement in terms of customer suffer at almost every plane -- ranging from the buying process, to the UI, to providing commerce user data discovery capabilities.
We should note that SAP’s fresh management team has pledged to hold action on All of these fronts. They should absorb an indication on how that’s going by this time next year.Watson Gives IBM Vision, But There’s More to Consider
Gartner says that the Enterprise likes the pitch that IBM Watson analytics makes but that it’s quiet too early to discern how widely adopted it becomes. On the other hand, IBM Cognos, IBM’s integrated BI platform (it offers capabilities for Web-based ad hoc query, report and dashboard authoring and consumption, OLAP, scorecarding, production reporting, scheduling, alerting, data discovery and mobile) is embedded and sold in over 130 IBM applications. What a powerful artery to gain market presence.
IBM’s challenge is the very one that many legacy vendors countenance with their existing (and quite often market leading) products -- delivering a positive customer suffer and meeting distinguished business-user-centric market requirements.Qlik Rules Where It Plays
Some of the vendors that rank lower (actually further left on the “Completeness of Vision" axis) in Gartner’s Leaders quadrant achieve so because they are more narrowly focused. Qlik falls into that category. It has two BI & Analytics products based on an in-memory associative search engine.
Gartner calls QlikView,
a mature, self-contained, tightly integrated evolution platform used by IT or more technical users for building intuitive and interactive dashboard applications faster and easier than traditional BI platforms.”
Qlik’s newer product, Qlik Sense (released in September 2014) is commerce user friendly and provides a artery for them to build their own dashboards while giving IT the competence to govern, manage, scale and embed them. Gartner likes what it sees in it.
Qlik’s challenge, according to Gartner, will breathe in selling and supporting two products at once without sacrificing customer experience.Business-User Enablement, A pellucid Focus for Microsoft
Microsoft is sizable enough and smart enough to leverage SQL Server and SharePoint to advocate IT-developer-centric data management, reporting and administration requirements and to provide Power BI for halt users. Gartner likes the approach and the possibilities that it holds, stating that Microsoft has,
a pellucid understanding of the market's wish for a platform that can advocate systems-of-record requirements and deliver easy-to-use data discovery capabilities, with advocate for promotability of business-user content and governance.”
Though Power BI has yet to breathe widely adopted (its fresh availability in browser should help), it could alleviate a lot of problems. But Microsoft would quiet necessity to simplify its license models for that to happen.
According to Gartner,
the fact that many of the newer capabilities that are distinguished to buyers in this market require current versions of Office, SQL Server and SharePoint adds to the complexity and represents a barrier to adoption for many organizations that are on older versions and are not yet willing to buy Office 365 and deploy BI and analytics in the cloud.”
Further, it says that the workflow between Power Query, Power View and Power Pivot is not yet completely seamless. Not only that, but there are also questions about the role of SharePoint dashboards and Reporting and the fact that the latter is not supported in Azure.
There also appear to breathe difficulties with the customer experience. Gartner says that they absorb “historically institute it difficult to engage directly with Microsoft during the sales cycle, which was a major complaint from IT but is an even greater concern for Microsoft as it attempts to appeal to commerce buyers that absorb high expectations of simplified license models and purchase options.”Other Leaders to Consider
We should note that these are but six of the nine MQ Leaders (we took the top 3 from the “Completeness of Visions" Axis and the top 3 from the “Ability to Execute”). Oracle, Information Builders and Microstrategy were also named Leaders.
Data Warehouse Concepts
What is a Data Warehouse?
A warehouse in universal terms is a repository where they store their information. Coming to the data warehouse, it is a collection of data organized in a specific manner and categorized information.
A data warehouse stores historical data of an organization so that they can dissect their performance over the past years and fashion for the future.
The approved definition of the data warehouse by WH Inmon:
A data warehouse is:
Another definition from Ralph Kimball is more precise:
A data warehouse is a copy of transaction data specifically structured for query and analysis.
What is a Data mart?
A data mart is a subset of a data warehouse. Suppose they absorb an organization established in many different locations and each location maintains a data warehouse which they summon it as data mart because a warehouse will absorb All the data integrated and as far as data mart is considered it will breathe a section of the data warehouse.
What are uses of having a Data Warehouse?
A Data Warehouse, in general, is used to dissect trends over a epoch of time and enhances the decision making of an organization. Once the data is loaded into the warehouse will breathe creating an OLAP cube or directly disburse the data to dissect trends. Basing on which the top plane management will approach their future commerce strategies.
Data warehouse Architecture
We will multiple sources there All the operational data will breathe stored. Some may store them in flat files and some in databases. They will absorb to read All the sources and achieve ETL (Extract, Transform and Load operations) which will breathe used to integrate data from these sources and transform them into one unique structure and then load into their target data warehouse.
Data Warehouse Architecture
There are 2 approaches in designing your data warehouse. First one is “Top-Down approach” and second is “Bottom-up approach”.
Top — Down Approach: The above image shows the top-down approach, where they are reading data from multiple sources and transforming the data and loading into your warehouse, then on top of that they are creating their data marts.
Bottom-up Approach: The contrary of the above approach is this. Here they will breathe creating data marts first and then they will create their data ware house on top of All the data marts.
Data Warehouse Terms
The schema is a ratiocinative arrangement of tables in a data warehouse. They absorb schemas in relational databases. Very much dote very Data warehouse has schema’s namely Star schema, Snowflake schema, and Fact-Constellation.Star Schema
In this ratiocinative arrangement of tables, the fact table will breathe at the hub of the schema surrounded by multiple dimension tables. Fact and dimension tables are linked via a Primary — Foreign Key relationship. Fact table will breathe having curious keys of All the Dimension tables along with the facts whereas a Dimension table will breathe having attributes which recount the Dimension.Snowflake Schema:
In this ratiocinative arrangement of tables, they absorb dimension tables connected to other dimension tables which in swirl are connected to fact table via a primary-foreign key relationship. Else they can affirm that the Dimension tables in Snowflake schema are normalized. Because of the normalization, the data redundancy will breathe reduced and a lot of storage space is saved.Fact Constellation Schema:
A fact constellation schema, unlike the start or snowflake, will absorb multiple fact tables. It is also called as Galaxy Schema.Star Schema Example
In this schema shown, a fact table (sales) is connected to multiple dimension tables item, location, time and branch. Each dimension table has attributes describing the dimension and fact table has the curious key of All dimension tables along with facts dote dollars_sold and units sold.Snowflake Schema Example:
In this schema, a fact table (sales) is connected to multiple dimensions, whereas the dimensions item and location are again connected to City and Supplier dimension respectively.Fact Constellation schema Example:
In this schema, they can find two fact table Sales and Shipping connecting with each other and are again connected to multiple dimension tables individually.
Now they are jumping into the actual topic “Cognos commerce Intelligence”.Overall DWH architecture
We will breathe dealing with Cognos reporting utensil and Cognos Metadata managing utensil and other useful tools that Cognos BI has.
Let’s fade through where BI will actually near into picture
The below image shows overall Data warehouse Architecture. From data load to using the data loaded into the tables for enhancing the commerce of your organization. From All the data sources (may it breathe Operational databases, Flat files etc.) they load the data into data warehouse through different ETL process and creating cubes and using the data for mining purpose.
The below design will recount the commerce Intelligence current how the data will breathe used for commerce optimization. commerce intelligence is a process from where you will breathe able to derive methods to enhance your commerce with the data that you have. Using BI one will breathe able to watch at their data at different levels and will breathe able to achieve decisions to achieve their commerce better.
Cognos BI will breathe used to generate reports (list, crosstab, and charts). The below design will point to you the entire current that happens with Cognos.
The first step in using Cognos BI is to assemble requirements. This is possible when you understand your commerce structure and the data that drives your business. Once the requirement is finalized the next step is to create your framework metadata model. You can pick either to you star schema or snowflake schema or you can disburse the existing relational model.
After this step is done with they absorb to publish the model that they absorb created. Publishing the model will achieve your metadata model available for reporting purpose. Once your model is published, they can disburse the model to create different types of reports as per your requirement and they will schedule the reports basing your requirement.
Different Versions of Cognos
Cognos ReportNet (CRN) is a web-based software product for creating and managing ad-hoc and custom-made reports. ReportNet is developed by the Ottawa-based company Cognos (formerly Cognos Incorporated), an IBM company. The web-based reporting utensil was launched in September 2003. Since IBM’s acquisition of Cognos, ReportNet has been renamed IBM Cognos ReportNet dote All other Cognos products.
IBM Cognos 8 BI, initially launched in September 2005, combined the features of several previous products, including ReportNet, PowerPlay, Metrics Manager. There are also Express and Extended versions of Cognos 8 BI. plenary features:
We can discern different components and how they are fitting in. The top most layer, where they can discern Cognos Connection, Administrator, commerce Insight and different studios. They All are web-based and end-user needs not to install any client side software if he has the latest web browser installed.
The bottom layer is basically data layer where you may absorb homogeneous or heterogeneous database systems. Data may breathe relational or multi-dimensional. On top of it, they can discern three modeling tools there — Framework Manager, Transformer, and Metric Designer. All of them are client based installation.
We’ll maintain the current of components from top to bottom as shown in below BI components figure.
Before getting into the actual topics about how you create the model, deploy it and disburse it to create reports they absorb to first know the architecture of Cognos.
Cognos commerce Intelligence framework is 3- tier architecture. The first tier of the architecture will breathe having the Web server which is amenable for the accessing the user interfaces. The second tier will breathe having IBM Cognos BI Server which will breathe having gateways and dispatchers to route requests from different UI’s to Database and communicate back to the server.
The Third Tier will absorb the data sources. You can absorb multiple data sources and they will connect to the Cognos server using JDBC or API’s.
The Below design shows the architecture of Cognos BI:
In the data tier, you can discern one more component called the “Content Store” which is a repository for the Cognos server. Whenever you deliver any objects reports, models everything the data is stored in Content Store database which once you reopen or reuse the existing expostulate created will fetch the data from the Content Store. All this work will breathe performed by the “Content Manager”.
Content Manager: The content manager is amenable for connecting with the Content Store database and saving any report or model back to the Content Store.
Dispatcher: The job of dispatchers is to route requests sent from and to the Web UI/Windows based components.
Web-based and Windows Based components of Cognos
Cognos BI has two types of components,
1. Web-Based components.
2. Window based components.
Web-based components includes
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