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IBM Cognos Analytics With Watson: The Future Of Data Analytics

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Companies or businesses are looking for solutions to help optimize their management work. However, finding the right application and software is not easy. So do not skip the article IBM Cognos Analytics With Watson: The Future Of Data Analytics if you are also looking for a solution to this problem.

What is IBM Cognos Analytics with Watson?

IBM Cognos Analytics with Watson is a next-generation AI-based business intelligence solution that combines ease of use with high performance. IBM Cognos Analytics’ intuitive capabilities with Watson help companies make their way in cognitive computing and transform the way they work with data

You’ll gain greater insight into your business processes and be able to display information more visually in meaningful reports, dashboards, and visualizations that reach customers. By providing data at the right time and with reliable quality, users and business executives can make profitable decisions. 

To understand them better and react quickly to the growth dynamics of the on-premises or cloud markets. This is the first information in IBM Cognos Analytics With Watson: The Future Of Data Analytics.

Key of IBM Cognos Analytics with Watson?

Business Intelligence: Ready to use and accessible from anywhere

IBM Cognos Analytics with Watson is here to help when there are users. This is considered a solution that provides a consistent experience whether you use it on the Web or mobile devices. 

Business Intelligence Ready to use and accessible from anywhere
Business Intelligence Ready to use and accessible from anywhere

This allows information to be found, then analyzed, created, and shared quickly. This is the first feature of IBM Cognos Analytics With Watson: The Future Of Data Analytics.

Integrated artificial intelligence

The app’s AI-powered business intelligence solution detects patterns and correlations from complex data. 

The AI assistant will allow end users to create fully automated dashboards and visualizations on the app.

Bring data to your operations

Working with the data always need to be easy and efficient, but also not time-consuming. This cross-functional analytics tool from IBM Cognos Analytics With Watson: The Future Of Data Analytics enables seamless collaboration between users with different skills.

Simple self-service function

The intuitive interface of the business intelligence solution will not require any special know-how. 

This makes the work of the IT department easier, saves time, and ideas can be implemented directly by the department.

Fast, attractive reports and images

Intuitive functions allow companies to create their graphics and design meaningful and engaging high-content information, dashboards, and reports in minutes.

IBM Cognos Analytics with Watson as the analytical basis for work measures

A healthy and reliable database provides the basis for a strong analytical capability. It also makes sense to make business decisions and measures the success of the enterprise.

Benefits of using IBM Cognos Analytics with Watson?

An AI-powered BI solution, Cognos Analytics is designed to guide users in the best way to discover, create, and use analytics and insights from their business data.

 A single platform that supports all BI use cases and the entire analysis cycle from data preparation to operations. Such standardization reflects how users typically think about and access their data and analytics. 

By leveraging an open and integrated information architecture, customers can deploy BI and analytics projects much faster. This easy-to-use and scalable self-service approach is a key future direction for modern BI solutions.

BARC reports often praise market leaders for portfolios that cover a wide range of technologies and services with only a few vulnerabilities. Meanwhile IBM Cognos Analytics With Watson: The Future Of Data Analytics delivers portfolio diversity through seamless integration with IBM Planning Analytics and cognitive features from IBM Watson® to provide a suite of analytical tools. 

These features are built beyond identifying what’s happening in the business to finding out why and what’s next. Additionally, Cognos Analytics is available on IBM Cloud Pak for Data, a fully integrated AI and data platform.

How is IBM Cognos Analytics with Watson different from other data analytics tools?

For IBM Cognos Analytics

Missing values in the target field are treated the same way in both products, as rows with missing values in the target field are excluded from all subsequent analyses. However, missing values are treated differently for other prediction fields. 

For IBM Cognos Analytics
For IBM Cognos Analytics

A separate category for predictors will also be classified. Numeric predictors are always binned, and missing values are treated as separate bins in the application.

Cognos Analytics typically sorts categories by how often they appear in the data and groups all the categories starting with the 50th into a single category. 

All categories with a frequency of less than 3 are also explicitly merged. It is required that the merged categories represent less than 25% of the data rows. Otherwise, the field is not used for analysis. The target categories are also calculated and consolidated.

Outliers in continuous target fields are handled by setting extreme boundary values and replacing out-of-bounds values with corresponding boundary values for data analysis purposes. 

This enhances analysis for both key drivers and decision trees as it makes it easier to detect any relationship with the target. Outliers processed during prediction data preparation are not reported in the visualization.

For Watson Analytics

Given based on the relationship between the target and an accurate predictor. Watson Analytics excludes prediction fields with more than 25% missing values during use.

The consolidation of categories for predictors is also dependent on the target values. Only categories with enough similar target field values will be merged. This is the next piece of information in IBM Cognos Analytics With Watson: The Future Of Data Analytics.

Actual automatic exception handling is not available.

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