Integrate IBM DB2 with Amplitude
About IBM DB2
As a hybrid data approach, the IBM Db2 suite of products integrates all aspects of data management and analytics – for both relational and object-oriented data models – within a single, highly-compatible family of tools and technologies. IBM Db2 offers RDBMS, data warehousing, and data engine tools for cloud-based systems and on-premises systems. Plus, with Xplenty’s native Db2 connector, you can instantly connect to any piece of the IBM Db2 toolkit to leverage Db2’s capacity to share, access, and analyze both structured and unstructured data – no matter where it is located.
Amplitude is a behavioral analytics platform that allows you to better understand user behavior for product intelligence related to your websites, mobile apps, and more. By offering a holistic, in-depth view of user engagement and activity, Amplitude isn’t just about page views and click statistics. It tracks every user action, displays it in a single view, and lets you zoom into the data to understand why users are acting in a specific way.
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IBM DB2's End Points
IBM Db2 Database
Db2 Database is a relational database management system (RDBMS) optimized for high-performance transactional workloads. As an operational database management system, Db2 Database is not only highly performant and reliable, but it also allows you to derive actionable insights from your operational data. Db2 Database delivers advanced features like in-memory technology, storage optimization, continuous data availability, workload management, and cutting-edge management and development tools. Db2 Database is compatible with Windows, Linux, and Unix.
IBM Db2 on Cloud (IBM Db2 Hosted)
Db2 on Cloud is a fully-managed, SQL-based transactional database that runs on the cloud. One of the defining characteristics of Db2 on Cloud is its high-availability option, which delivers 99.99% uptime (according to IBM). This cloud-based database offers automatic security updates and independently scalable storage and processing, which automatically scales resources up and down based on usage requirements. Available on AWS and IBM Cloud, Db2 on Cloud delivers advanced features for backup and recovery, encryption, and data federation. Through its private networking features, you can also deploy Db2 on Cloud on a private network accessible over a secure VPN. Db2 Hosted is the hosted, unmanaged version of the Db2 on Cloud SQL-based cloud database.
IBM Db2 Warehouse
As a data management system optimized for high-speed read operations, data aggregation, and analysis, IBM Db2 Warehouse has evolved over time to offer a range of advanced analytics and data management features. Db2 Warehouse allows you to combine data from various transactional and operational database systems, and analyze it to find deep insights, patterns, and hidden relationships. Db2 Warehouse supports a range of data types, machine learning algorithms, analytical models. For example, Db2 Warehouse supports relational data, non-relational data, geospatial data, multi-parallel processing, predictive modeling algorithms, in-memory analytical processing, Apache Spark, RStudio, XML data, embedded Spark Analytics engine, and more. Db2 Warehouse runs on-premises, on the private cloud, and on various public clouds as a managed or unmanaged solution.
IBM Db2 Warehouse on Cloud (dashbDB for Analytics)
Db2 Warehouse on Cloud (formerly known as “dashDB for Analytics”) is a fully-managed, highly-scalable, cloud-based data warehouse management system. IBM optimized Db2 Warehouse on Cloud to perform compute-heavy data analytics and machine learning processes at scale. The product offers autonomous cloud services with Db2's autonomous self-tuning processing engine, in addition to its fully-automated database monitoring, uptime monitoring, and operations monitoring. Db2 Warehouse on Cloud also includes capabilities for column-based storage, querying compressed datasets, data skipping, and in-memory processing. Finally, Db2 Warehouse on Cloud delivers in-database geospatial data and machine learning features – including algorithms for ANOVA, Association Rule, k-means, Naïve Bayes, Regression analysis, in-database spatial analytics, support for Esri data types, and it natively includes Python drivers and a Db2 Python integration for Jupyter Notebooks. To access these and other features, you can deploy Db2 Warehouse on Cloud via AWS or IBM Cloud.
IBM Db2 BigSQL (IBM SQL)
Db2 BigSQL (formerly known as “IBM SQL”) is a high-performance SQL data engine on Hadoop featuring a Massively Parallel Processing (MPP) architecture. Also known as “Big SQL,” this highly-scalable data engine offers ease and security while querying data from multiple sources across your enterprise. Big SQL can rapidly query data from the widest variety of sources such as RDBMS, HDFS, WebHDFS, object stores, and NoSQL databases. As a hybrid ANSI-compliant SQL engine, Big SQL is highly performant when running queries on unstructured streaming data. Finally, Big SQL is compatible with the entire suite of Db2 products, in addition to the IBM Integrated Analytics System.
Db2 Event Store
Db2 Event Store is a data management system optimized for storing and analyzing high-speed, high-volume, streaming data. Use-cases for Db2 Event Store include Internet of Things (IoT) networks, financial services systems, telecommunications networks, industrial systems, and online retail business systems. The solution offers high-speed analytics and data capture features that allow you to save and analyze up to 250 billion event records daily using only three server nodes. Db2 Event Store integrates IBM Watson Studio technology to support artificial intelligence and machine learning analyses. The solution was also built on Spark, so it works with Spark SQL, Spark Machine Learning, and other compatible tools. Finally, Db2 Event Store supports Go, ODBC, JDBC, Python, and other languages.
Amplitude's End Points
Amplitude Insights and Analytics for Web and App Developers
Track every detail of user activity to derive deep, Sactionable insights that help you improve your websites, apps, and product offerings. Amplitude analyzes user engagement actions to reveal which features your customers use most, what elements are causing problems, who is using your apps, how they're using them, and more. This provides the data your development team needs to make informed changes and updates. Explore the minutia of individual user actions, and search for specific or generic lists to track event streams. With the deep insights from Amplitude, you'll discover how to give users more of what they want, and less of what they don't, while attracting more customers and boosting long-term user retention.
Amplitude Behavioral Cohorts
Define customized user groups according to their behaviors, actions, event streams, user characteristics, and other properties. Then view statistics for specific cohorts and user categories with visually stunning graphs related to sales funnels, user retention, and event segmentation.
Amplitude User Retention Analytics
Explore statistics that show how often users come back to your app or website following specific events and actions. Track the frequency with which a specific user performed a specific action. This will help you understand what features and elements keep users coming back, and which features promote engagement and long-term retention. Define threshold benchmarks that promote long-term retention to grow your apps and websites.
Amplitude Advanced Search Capabilities
Amplitude saves all dashboards, charts, cohorts, and notebooks as searchable objects. This gives you a big-picture view of how team members are using Amplitude. Team leaders can use the search drawer filter options to browse existing dashboards and other metrics to understand the insights and metrics their team members are developing and working with.
Amplitude Dashboard Features
Save multiple visualizations, graphs, and reports in a single page view instead of creating each report individually. Amplitude lets you merge cross-project charts within the same dashboard to facilitate side-by-side comparisons. Dashboards also feature a sidebar for easy access to custom reports.
Amplitude Slack Integration
Amplitude's ready-made Slack integration features allow you to share insights with your team faster and easier. Links to cohorts, charts, and dashboards automatically appear as stunning visual previews when you paste them into the Slack messaging app.