Analytics
Does the BDB Platform support to create various analytical reports with different charts , crosstab view, tabular /grid view, geo map, live data refresh & what if analysis etc?
Yes, BDB Platform has built-in dashboard designer to create various analytical reports with different charts, crosstab view, tabular/grid view, GeoMap, Live data refresh & what-if (simulation) features.
BDB’s Dashboard Designer is a web browser-based application used to build dashboards and design analytics. It comes preloaded with a wide range of charts, Grids, Crosstab features, and data integration capabilities that empower the users to create informative and appealing visual representations of their data.
Features of Dashboard Designer
Shared easily in different formats PDF, PPT, PNG and Excel
Drag and Drop Features: An easy-to-use web-based canvas for user to design dashboard
Highly interactive dashboard with drill down feature to visualize the trends in your data for quick insights
Importing third-party charting libraries and custom scripts (JavaScript or jQuery) that can be written on top of any component/data connector.
Capability to show 150+ components in a single dashboard
Allows user to select the theme, preview it, and can use the desired template
Live Data connectors: Mapping the charts with different connectors CSV, Excel, Data Services, Predictive Service, Data Store, WebSocket (Real-time data) etc.
Advanced Visualization – Includes interactive charting options like Time-Series, Decision Tree, leaflets etc.
Can be easily accessed over any device mobile, tablet, desktop
Geospatial integration inside designer is available known as leaflet. It lets you control default latitude/ longitude point along with zoom feature.
Does the BDB Dashboards provide exception using spot lighters in reports?
Yes. BDB Dashboards provides a color-coded summary indicating the state of a particular metric compared to a goal or threshold target without programming. BDB Dashboard is intuitive enough for beginners and versatile enough for advanced users. Alerts are commonly used to call the attention of the user to a specific item or action that has reached some pre-established limits. These limits are often called targets, budgets, benchmarks, etc. and are a standard to which an item is compared. In all mature Business Intelligence applications, you will find the capability to trigger alerts when some conditions are not met. BDB Dashboard has one of the most advanced and user friendly Alert methods available. Some Selector components have Alerts functionality as well (Label Based Menu, Combo Box, List Box, List Builder, and Ticker).
Does all the reports can be exported and can be sent to predefined managers via email?
Yes, BDB Platform has built-in Scheduler which allows to schedule reports/dashboard. BDB Platform has report-burst option to share the dashboard links via email based on automatic schedule e.g. daily, weekly, monthly, certain time of day.
Does the BDB Platform provides advance data discovery with self server Data Preparation ,smart visualization & Predictive Analysis with insights?
BDB self-service ‘Data Preparation’ helps in instant cleansing of data with its excel-like UI. Interactive Excel like Interface for Visual profiling & transformation. Enables non-technical users to perform over 60+ data transformation. Integrated with Data Pipeline module so that the transformed data can be extracted in a Pipeline Workflow.
Data in familiar grid format & basic anomaly detection as soon as data is uploaded
60+ data transformation for basic as well as advanced data cleansing
Smart features like history tracking of operations for redo/undo/ replay
Extract clean data
store or data pipeline for real-time data cleansing
In AI/ML era, this component is the heart of the Data Analytics platform. This provides the capability to build, modify, consume different Algorithms, Algorithmic workflows written in R, Python, PySpark, Spark R, Neural Network (based on Tensor Flow and Keras) and writes their output in various data formats (OLAP, RDBMS, Big Data) or can be consumed directly as Predictive Services in BDB Dashboard Designer to give real time Predictive Analytics.
BDB team has extended the standard algorithms to build more than 60 pre-packaged algorithms to make Clustering, Customer Segmentation, Co-relation, Demand Forecasting, Customer Churn etc. stronger. The below snapshot of Data Science Workbench explains everything this tool contains.
BDB Dashboard Designer - Focused on Top-End Visualization Dashboard Designer is a HTML 5 based visualization module to design pixel-perfect governed real-time/static/ dynamic dashboard for CIO/CXOs level. This is a drag & drop interface with 60+ home-grown charting component. Third-party charting libraries can also be integrated inside this tool. We have a provision to prepare the dashboards for the individual sites and to prepare the overall dashboard for TM and to have the Drill down facilities. BDB has the flexibility in Report generation by an Export option (PDF, PPT, Excel, Png) provided in the dashboards and charts. Governed dashboards bring the entire organization to single version of the truth and maintains the data integrity and data security. This is unique feature of BDB that can take care of Complex Visualization demands of Enterprise segments and brings in different data views in a user-friendly format.
Does the BDB Platform supports data sources like ODBC, JDBC, Text/CSV, XLS/XLSX, MDX OLAP cubes, SAP connectors, R script, XML/JSON files, google analytics etc?
BDB Platform has 60+ built in connectors for connecting real-time and batch sources for RDBMS, Big Data, Flat Files, API's etc.,
Does the BDB DS Lab/Data Science workbench support predictive algorithm techniques?
Yes, BDB DS Lab/ Data science Workbench supports predictive algorithm techniques like Association, Correlation, Classification, Clustering, Forecasting, Regression, Hypothesis testing.
Does the BDB support Algorithms under the Analytics module?
Decision tree, K-Nearest Neighbor Classification, Binary Logistic Regression, Multinomial Logistic Regression, Support Vector Machine, Naive Bayes Classification, K-means Clustering, Hierarchical Clustering, Apriori, Pearson Correlation, Spearman Correlation, Holt-Winters Forecasting, ARIMA, Multiple ARIMA, ARIMAX, Multiple ARIMAX, Simple Linear Regression, Multiple Linear Regression, Independent t-test, Paired t-test, Chi-squared test, ANOVA test.
Does the BDB Reporting tool integrate using RESTful Web services & JavaScript API?
Yes, BDB Dashboard Designer is integrated using RESTFUL Web Services & provide extensibiluty by customizing using Javascript. All Data sets created inside BDB Platform can be published as RESTFul webservices.
BDB Dashboard Designer provides extensibility feature. It provides strong sdk's to achieve any level of customisation. It also allows to integrate 3rd party custom components.
BDB Dashboard with 3rd Party charts integration:
BDB Dashboard integration with Amcharts:
Does the Analytics modules of BDB support assistance in predictive modeling?
BDB DSLab enables data scientists to perform complex and sophisticated analytics using python scripting or seamless coding. In the case of forecasting techniques, such as Sarimax is supported inside the Python workspace of the Data Science Workbench. This can be also utilized to do assisted predictive modeling.
Does the BDB DS Lab support model parameters?
BDB DS Lab enables data scientist to pass the parameters in the properties tab of each algorithm or use the code to generate.
Does the BDB DS Lab support fine-tuning parameters and properties?
In BDB DS Lab data scientist can fine tune parameters and properties from the properties tab and advanced tabs of each algorithm provided under algorithm node. If any additional tuning parameters can be via code in DSLab.
Does the BDB DS Lab support Model summary?
Model summary can be generated in BDB DS Lab using python code.
Does the BDB DS Lab support model to be saved and loaded within the same notebook?
Model can be saved in DS Lab and loaded within the same notebook. Also, user can do inferencing on top of the model.
Is it possible to export a DS Lab model?
A Data Science model/script can be exported from the DS Lab using the Export script and Register model functionalities. Also, the model can be registered as an API and used as an endpoint.
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