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Domino Data Lab

Domino Data Lab is a collaborative data science platform that enables data science teams to develop, deploy, and monitor analytical models in a centralized workspace. It offers tools for model building, deployment, monitoring, and more with integrated security and governance features.
Domino Data Lab alternatives ➤

What is Domino Data Lab?

Domino Data Lab is an end-to-end platform for data science teams to collaboratively build, deploy, and monitor analytical models. It brings together data science workloads across the model development lifecycle with integrated security, governance, and automation capabilities.

Key capabilities and benefits of Domino Data Lab include:

  • Centralized workspace for data science teams to develop models in various languages like Python, R, Julia, Scala etc.
  • Model deployment tools to convert models into APIs or applications.
  • Monitoring tools to track key model metrics and drift over time.
  • Collaboration features like workspaces, user access controls, and model lineage tracking.
  • Integrations with data sources, compute environments, BI tools, and more.
  • Governance features for model review, approval workflows, and model risk analysis.
  • Security capabilities like authentication, access controls, and data encryption.
  • Automation for model retraining, deployment, monitoring and more.

Overall, Domino Data Lab augments the work of data science teams with an enterprise-ready platform that spans the entire analytical model lifecycle - from development to deployment and monitoring. This improves efficiency, collaboration, and governance across data science initiatives.

Official Links

Official Website
www.dominoup.com

The Best Domino Data Lab Alternatives

Top Apps like Domino Data Lab

JasperReports, Pentaho, Sisense, MicroStrategy Business Intelligence, GridGain In-Memory Data Fabric, Cloudera CDH, HortonWorks Data Platform, Google Cloud Dataproc, Greenplum HD, Platfora, KiniMetrix, IBM InfoSphere BigInsights, Amazon EMR are some alternatives to Domino Data Lab.
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JasperReports

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Pentaho

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Sisense

Sisense is a business intelligence and data analytics software platform designed to help non-technical users prepare, analyze and visualize complex data. Some key features of Sisense include:Intuitive drag-and-drop interface for building interactive dashboards and visualizations like charts, graphs and pivot tables without coding.Ability to connect to wide variety...

MicroStrategy Business Intelligence

MicroStrategy is a leading enterprise analytics platform designed to help organizations make data-driven business decisions through advanced visualization and dashboarding capabilities. It serves as a one-stop solution for BI, allowing for data preparation, discovery, reporting, and predictive analytics.Key features of MicroStrategy include:Interactive dashboards and pixel-perfect reports that can...

GridGain In-Memory Data Fabric

GridGain In-Memory Data Fabric is a distributed in-memory computing platform that enables organizations to develop data-intensive applications that require high performance and massive scalability. It provides an in-memory data grid that can be accessed by applications, allowing them to store and process data with in-memory speeds.Some key capabilities and...

Cloudera CDH

Cloudera CDH (Cloudera Distribution Including Apache Hadoop) is an open source, scalable data management and analytics platform powered by Apache Hadoop and related open source projects. CDH brings together HDFS for scalable and resilient storage, YARN for cluster resource management, Spark for in-memory processing, Hive and Impala for SQL analytics...

HortonWorks Data Platform

HortonWorks Data Platform (HDP) is an open-source distributed data management platform powered by Apache Hadoop. HDP provides a scalable, flexible, and cost-effective solution for managing and analyzing big data workloads.Some key features of HDP include:Distributed data processing and storage using the Hadoop Distributed File System (HDFS)YARN for...

Google Cloud Dataproc

Google Cloud Dataproc is a fast, easy-to-use, fully-managed cloud service for running Apache Spark and Apache Hadoop clusters. Key features include:Fully managed - no need to manually install, configure, or tune Apache Spark and Apache Hadoop clustersFast cluster creation - clusters spin up in 90 seconds or less so you...

Greenplum HD

Greenplum HD is an open-source distributed database based on PostgreSQL designed for big data analytics workloads. It provides massively parallel processing (MPP) capabilities to enable fast execution of analytical queries across large volumes of data.Some key features of Greenplum HD include:Open-source - available free under the Apache 2 licenseMassively...

Platfora

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KiniMetrix

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IBM InfoSphere BigInsights

IBM InfoSphere BigInsights is a software platform built on Apache Hadoop for analyzing large volumes of structured and unstructured data. Key features include:Flexible data processing and storage for both structured and unstructured dataEnterprise-grade performance, security, and reliabilityPre-built data connectors, text analytics, and machine learning capabilitiesTools for data governance, discovery...

Amazon EMR

Amazon EMR is a managed cluster platform that simplifies running big data frameworks like Apache Hadoop and Apache Spark on AWS. Amazon EMR automatically scales compute and storage resources as needed, making it easy to process vast amounts of data efficiently and cost-effectively.Key features of Amazon EMR include:Fully...