Databricks vs Dundas BI comparison

Databricks is an industry-leading data analytics platform which is a one-stop product for all data requirements. Databricks is made by the creators of Apache Spark, Delta Lake, ML Flow, and Koalas. It builds on these technologies to deliver a true lakehouse data architecture, making it a robust platform that is reliable, scalable, and fast. Databricks speeds up innovations by synthesizing storage, engineering, business operations, security, and data science.

Databricks is integrated with Microsoft Azure, Amazon Web Services, and Google Cloud Platform. This enables users to easily manage a colossal amount of data and to continuously train and deploy machine learning models for AI applications. The platform handles all analytic deployments, ranging from ETL to models training and deployment.

Databricks deciphers the complexities of processing data to empower data scientists, engineers, and analysts with a simple collaborative environment to run interactive and scheduled data analysis workloads. The program takes advantage of AI’s cost-effectivity, flexibility, and cloud storage.

Databricks Key Features

Some of Databricks key features include:

• Cloud-native: Works well on any prominent cloud provider.
  
• Data storage: Stores a broad range of data, including structured, unstructured, and streaming.
  
• Self-governance: Built-in governance and security controls.
  
• Flexibility: Flexible for small-scale jobs as well as running large-scale jobs like Big Data processing because it’s built from Spark and is specifically optimized for Cloud environments.
  
• Data science tools: Production-ready data tooling, from engineering to BI, AI, and ML.
  
• Familiar languages: While Databricks is Spark-based, it allows commonly used programming languages like R, SQL, Scala, and Python to be used.
  
• Team sharing workspaces: Creates an environment that provides interactive workspaces for collaboration, which allow multiple members to collaborate for data model creation, machine learning, and data extraction.
  
• Data source: Performs limitless Big Data analytics by connecting to Cloud providers AWS, Azure, and Google, as well as on-premises SQL servers, JSON and CSV.

Reviews from Real Users

Databricks stands out from its competitors for several reasons. Two striking features are its collaborative ability and its ability to streamline multiple programming languages.

PeerSpot users take note of the advantages of these features. A Chief Research Officer in consumer goods writes, “We work with multiple people on notebooks and it enables us to work collaboratively in an easy way without having to worry about the infrastructure. I think the solution is very intuitive, very easy to use. And that's what you pay for.”

A business intelligence coordinator in construction notes, “The capacity of use of the different types of coding is valuable. Databricks also has good performance because it is running in spark extra storage, meaning the performance and the capacity use different kinds of codes.”

An Associate Manager who works in consultancy mentions, “The technology that allows us to write scripts within the solution is extremely beneficial. If I was, for example, able to script in SQL, R, Scala, Apache Spark, or Python, I would be able to use my knowledge to make a script in this solution. It is very user-friendly and you can also process the records and validation point of view. The ability to migrate from one environment to another is useful.”

Dundas BI is a powerful, flexible, end-to-end business intelligence platform that simplifies the entire analytics process and empowers its users to analyze and visualize data. The solution enables organizations to create and view interactive dashboards, reports, scorecards, and more. Dundas BI can be integrated into an existing website as part of a custom BI solution or it can be deployed as the central data portal for your organization. The solution is suitable for mid-to-large sized companies.

Dundas BI Features

Dundas BI has many valuable key features. Some of the most useful ones include:

• Mobile responsive dashboards
• Smart data display
• Calendar support for retail and manufacturing
• Data connectivity
• Show/hide interaction
• Batching data builds
• Enhanced development workflow
• Navigation support
• Data regulation support
• Optimized application performance
• Instant application portability with docker
• Easy SaaS support with Kubernetes
• Natural language user input
• Enhanced application security
• Scheduled reports with multiple export options
• Fully open APIs

Dundas BI Benefits

There are many benefits to implementing Dundas BI. Some of the biggest advantages the solution offers include:

• Limitless customization: You can fully customize the Dundas BI platform, including its dashboards, data visualizations, interactions, scorecards, labels, etc. to meet your organization’s unique design requirements.

• Effectively visualize and analyze data: The solution provides interactive data views that help you create pixel-perfect dashboards and reports that have interactive data visualizations so you can elevate your users’ abilities to effectively communicate data insights and drive faster decision-making.

• Greater efficiency: Dundas BI can consolidate and store data from any source, providing seamless data delivery and a consistent user experience, which leads to greater efficiency. By having all your business intelligence, reporting, and data analytics needs in one single platform, you also save your organization a lot of time and effort.

• Tailored data discovery process: Dundas BI adapts to all user types, allowing everyone to personalize it to suit their own needs and requirements, which helps users, data analysts, and developers to analyze their data quickly. The solution’s data discovery process also allows you to run ad-hoc queries, perform visual data analytics, and quickly create relevant and actionable content.

Reviews from Real Users

Below are some reviews and helpful feedback written by PeerSpot users currently using the Dundas BI solution.

A Business Intelligence Consultant at Siemens Industry says, “The flexibility of the dashboard designer is great. You can control every single pixel and no matter what the user asks for we can deliver. It has a lot of out-of-the-box options that you can use to customize your dashboard. There is also the option to use their JavaScript API, however, in 99% of the cases, the built-in options are more than enough. I also love the control you have on what queries Dundas BI is generating against our databases. This allows us to create really fast dashboards even when running against millions of records.”

James D., System Architect at Yulista, LLC mentions that the most valuable aspect of the solution is its “ability to warehouse query results. This is good because you do not have to have a data warehouse, you let Dundas warehouse the results of a query that runs long during off hours.”

Another reviewer shares, “The built-in ETL functionality has allowed us to combine data sources without the need for a full SSIS package. This saves time and allows for a quicker time to market.”