Likelihood to Recommend Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
Read full review We just need to refresh our data once a day for our unique use case, which allows the complete online system to run on extracts. For us, this is critical because our daylight hours are spent focusing on new updates and implementations rather than worrying about excessive database traffic (which would be required with a direct connection to the online system). The process of importing extracts is straightforward and sturdy enough to handle massive amounts of data.
Read full review Pros One single IDE (browser based application) that makes Scala, R, Python integrated under one tool For larger organizations/teams, it lets you be self reliant As it sits on your cluster, it has very easy access of all the data on the HDFS Linking with Github is a very good way to keep the code versions intact Read full review Tableau Online is completely cloud based and that's why the reports and dashboards are accessible even on the go. One doesn't always need to access the office laptop to access the reports. The visualizations are interactive and one can quickly change the level at which they want to view the information. For example, one person might be more interested in looking at the country level performances rather than client level. This is intuitive and one doesn't need to create multiple reports for the same. The feature to ask questions in plain vanilla English language is great and helpful. For quick adhoc fact checks one can simply type what they are looking for and the Natural Language Programming algorithms under the hood parse the query, interpret it and then fetch the results accordingly in a visual form. Read full review Cons Installation is difficult. Upgrades are difficult. Licensing options are not flexible. Read full review Can be a steep learning curve for new users Modeling and building algorithms aren't always intuitive and take some testing/retesting to ensure it's working as it should Inability to integrate easily with our HRIS platform. Reports are pulled from HRIS at various intervals and uploaded into Tableau Read full review Usability From an end user perspective Tableau Online is overall very easy to navigate once you get used to it, my only complaint is that when expanding or contracting a graph, the "plus" and "minus" on the bottom left is sometimes hidden, and should always be visible. From a builder perspective, it can take some getting used to but the sheer depth of customization makes it all worthwhile.
Read full review Support Rating Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
Read full review In times where the system is down, support has always been quick to notify and keep us apprised of the latest developments. It's crucial for our system to always be available, but when emergencies have arisen, I don't recall a time where the Tableau Online Support hasn't been able to address our concerns in a timely manner.
Read full review Alternatives Considered Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
Read full review Googles dashboard suite is very user-friendly and anyone can edit and make changes with very little knowledge or practice. But nothing I’ve worked with compares to the customization and multi streams of data in a user-friendly package like tableau does. It’s a really cool piece of software and I would choose that again.
Read full review Return on Investment Paid off for demonstration purposes. Read full review When we release new products, we are now able to quickly see data and toggle between current periods and previous to see performance Generating new reports requires less IT time to build Data can be shared across many different device types We now have integration where our customers can extract data from our software more easily-this was a big ask from our customers Read full review ScreenShots