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Cloudera Data Science Workbench (discontinued) vs. Oracle Database

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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Cloudera Data Science Workbench (discontinued)

    Score6.7 out of 10
    N/ACloudera Data Science Workbench (CDSW) was an enterprise data science platform for collaborative development, experimentation, model training, deployment, and management on Cloudera data infrastructure. Cloudera Data Science Workbench has reached end of support. Cloudera states that its CDSW documentation is no longer updated.N/A

    Oracle Database

    Score8.2 out of 10
    N/AOracle Database, currently in edition 23ai, is a converged, multimodel database management system. It is designed to simplify development for AI, microservices, graph, document, spatial, and relational applications.

    $0.05

    per hour

    Pricing
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Editions & Modules
    No answers on this topic
    Oracle Base Database Service - Standard
    $0.0538
    per hour
    Oracle Base Database Service - Enterprise
    $0.1075
    per hour
    Oracle Base Database Service - High Performance
    $0.2218
    per hour
    Standard Edition
    Contact Sales
    Enterprise Edition
    Contact Sales
    Personal Edition
    Contact Sales
    Offerings
    Pricing Offerings
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Free Trial
    NoYes
    Free/Freemium Version
    NoYes
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Community Pulse
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Considered Both Products
    Discontinued Products
    No answer on this topic
    Oracle
    No answer on this topic
    Key User Insights
    Would buy again
    No answers on this topic
    86%
    Would buy again
    24 Answers
    Delivers good value for the price
    No answers on this topic
    83%
    Delivers good value for the price
    19 Answers
    Happy with the feature set
    No answers on this topic
    89%
    Happy with the feature set
    25 Answers
    Lived up to sales and marketing promises
    No answers on this topic
    88%
    Lived up to sales and marketing promises
    14 Answers
    Implementation went as expected
    No answers on this topic
    91%
    Implementation went as expected
    21 Answers
    Features
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Platform Connectivity
    Comparison of Platform Connectivity features of Cloudera Data Science Workbench (discontinued) and Oracle Database
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.5
    2 Ratings
    11% below category average
    Oracle Database
    -
    Ratings
    Connect to Multiple Data Sources7.02 Ratings00 Ratings
    Extend Existing Data Sources8.02 Ratings00 Ratings
    Automatic Data Format Detection7.02 Ratings00 Ratings
    MDM Integration8.02 Ratings00 Ratings
    Data Exploration
    Comparison of Data Exploration features of Cloudera Data Science Workbench (discontinued) and Oracle Database
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.6
    2 Ratings
    10% below category average
    Oracle Database
    -
    Ratings
    Visualization7.12 Ratings00 Ratings
    Interactive Data Analysis8.02 Ratings00 Ratings
    Data Preparation
    Comparison of Data Preparation features of Cloudera Data Science Workbench (discontinued) and Oracle Database
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.8
    2 Ratings
    5% below category average
    Oracle Database
    -
    Ratings
    Interactive Data Cleaning and Enrichment7.02 Ratings00 Ratings
    Data Transformations8.02 Ratings00 Ratings
    Data Encryption8.02 Ratings00 Ratings
    Built-in Processors8.02 Ratings00 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of Cloudera Data Science Workbench (discontinued) and Oracle Database
    Feature
    Cloudera Data Science Workbench (discontinued)
    7.6
    2 Ratings
    11% below category average
    Oracle Database
    -
    Ratings
    Multiple Model Development Languages and Tools8.02 Ratings00 Ratings
    Automated Machine Learning7.01 Ratings00 Ratings
    Single platform for multiple model development7.12 Ratings00 Ratings
    Self-Service Model Delivery8.12 Ratings00 Ratings
    Model Deployment
    Comparison of Model Deployment features of Cloudera Data Science Workbench (discontinued) and Oracle Database
    Feature
    Cloudera Data Science Workbench (discontinued)
    8.0
    2 Ratings
    6% below category average
    Oracle Database
    -
    Ratings
    Flexible Model Publishing Options8.12 Ratings00 Ratings
    Security, Governance, and Cost Controls7.82 Ratings00 Ratings
    Relational Databases
    Comparison of Relational Databases features of Cloudera Data Science Workbench (discontinued) and Oracle Database
    Feature
    Cloudera Data Science Workbench (discontinued)
    -
    Ratings
    Oracle Database
    8.3
    7 Ratings
    2% above category average
    ACID compliance00 Ratings8.47 Ratings
    Database monitoring00 Ratings8.77 Ratings
    Database locking00 Ratings8.77 Ratings
    Encryption00 Ratings9.06 Ratings
    Disaster recovery00 Ratings8.86 Ratings
    Flexible deployment00 Ratings6.47 Ratings
    Multiple datatypes00 Ratings8.17 Ratings
    Best Alternatives
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Small Businesses
    RapidMiner
    Score8.9 out of 10
    Amazon RDS
    Score8.1 out of 10
    Medium-sized Companies
    Anaconda
    Score8.8 out of 10
    SingleStore
    Score8.2 out of 10
    Enterprises
    IBM Watson Studio
    Score10 out of 10
    SAP IQ
    Score5.4 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Likelihood to Recommend
    9.0
    (3 ratings)
    8.2
    (199 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.0
    (6 ratings)
    Usability
    -
    (0 ratings)
    7.6
    (13 ratings)
    Support Rating
    7.9
    (2 ratings)
    7.0
    (5 ratings)
    Implementation Rating
    -
    (0 ratings)
    9.6
    (3 ratings)
    User Testimonials
    Cloudera Data Science Workbench (discontinued)Oracle Database
    Likelihood to Recommend
    Discontinued Products
    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.
    Incentivized
    Read full review
    Oracle
    We migrated from NoSQL to an Oracle database. One of the reasons was robust backup and recovery options available in the Oracle database, which provide zero data loss. A transactional database like Oracle is a better fit for our use case than NoSQL. On a large scale, deployment was evaluated as a cheaper option than the NoSQL engine. This conclusion came even after considering Oracle license is expensive.
    Incentivized
    Read full review
    Pros
    Discontinued Products
    • 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
    Incentivized
    Read full review
    Oracle
    • Supports most of the Operating Systems like Unix, Linux and Windows Server.
    • It works well in high load environment under intense parallel transactions setup.
    • Highly reliable DBMS, especially RAC is very much reliable.
    • Well managed and predictable release of security patches.
    • We have highly scaled it from on-prem to a cloud cluster environment for our product.
    • One of the best-performing DBMSs on Linux machines under test delivers high throughput (QPS).
    Incentivized
    Read full review
    Cons
    Discontinued Products
    • Installation is difficult.
    • Upgrades are difficult.
    • Licensing options are not flexible.
    Incentivized
    Read full review
    Oracle
    • The memory demand and management makes it impossible to run it in a container.
    • It is hard to perform local unit testing with Oracle even using the personal edition (aggressive all the available memory grab for itself).
    • Lack of built in database migrations (e.g. as Flyway).
    • The need to install the Oracle client in addition to its drivers.
    • The cost of running it, especially in the Cloud.
    • Comes with very spartan community grade client/management tools whereas the commercial offerings tend to demand a premium price.
    Incentivized
    Read full review
    Likelihood to Renew
    Discontinued Products
    No answers on this topic
    Oracle
    There is a lot of sunk cost in a product like Oracle 12c. It is doing a great job, it would not provide us much benefit to switch to another product even if it did the same thing due to the work involved in making such a switch. It would not be cost effective.
    Incentivized
    Read full review
    Usability
    Discontinued Products
    No answers on this topic
    Oracle
    Many of the powerful options can be auto-configured but there are still many things to take into account at the moment of installing and configuring an Oracle Database, compared with SQL Server or other databases. At the same time, that extra complexity allows for detailed configuration and guarantees performance, scalability, availability and security.
    Incentivized
    Read full review
    Support Rating
    Discontinued Products
    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.
    Incentivized
    Read full review
    Oracle
    1. I have very good experience with Oracle Database support team. Oracle support team has pool of talented Oracle Analyst resources in different regions. To name a few regions - EMEA, Asia, USA(EST, MST, PST), Australia. Their support staffs are very supportive, well trained, and customer focused. Whenever I open Oracle Sev1 SR(service request), I always get prompt update on my case timely. 2. Oracle has zoom call and chat session option linked to Oracle SR. Whenever you are in Oracle portal - you can chat with the Oracle Analyst who is working on your case. You can request for Oracle zoom call thru which you can share the your problem server screen in no time. This is very nice as it saves lot of time and energy in case you have to follow up with oracle support for your case. 3.Oracle has excellent knowledge base in which all the customer databases critical problems and their solutions are well documented. It is very easy to follow without consulting to support team at first.
    Incentivized
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    Implementation Rating
    Discontinued Products
    No answers on this topic
    Oracle
    Overall the implementation went very well and after that everything came out as expected - in terms of performance and scalability. People should always install and upgrade a stable version for production with the latest patch set updates, test properly as much as possible, and should have a backup plan if anything unexpected happens
    Read full review
    Alternatives Considered
    Discontinued Products
    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.
    Incentivized
    Read full review
    Oracle
    Because of a rich user base and support for any critical issue, this is one of the best options to choose. In case the project has a TCO issue, it can compromise and choose Postgres as the best alternative. SQL server is also good and easy to code and maintain but performance is not as good as the Oracle
    Incentivized
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    Return on Investment
    Discontinued Products
    • Paid off for demonstration purposes.
    Incentivized
    Read full review
    Oracle
    • Multiple applications can use the same database and still get high performance
    • Licensing cost is still a concern compared to the other options available in the market that are very very inexpensive
    • Almost a maintenance free database
    • Oracle Grid makes life easy in terms of monitoring and managing the databases
    Incentivized
    Read full review
    ScreenShots