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SAP BusinessObjects Predictive Analytics VS RapidMiner

Compare SAP BusinessObjects Predictive Analytics VS RapidMiner and see what are their differences

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Turn SQL Data into Decisions. Build professional dashboards and data visualizations without technical expertise. Easily embed analytics anywhere, receive automated alerts, and discover AI-powered insights all through a straightforward interface. featured
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  3. » Reviews
  4. » Alternatives

SAP BusinessObjects Predictive Analytics logo SAP BusinessObjects Predictive Analytics

SAP Predictive Analytics software allows the user to create better and faster predictive results, deliver machine learning at scale using a factory approach and bring predictive insights where people interact _ in business processes and applications.

RapidMiner logo RapidMiner

RapidMiner is a software platform for data science teams that unites data prep, machine learning, and predictive model deployment.
  • SAP BusinessObjects Predictive Analytics Landing page
    Landing page //
    2023-07-12
  • RapidMiner Landing page
    Landing page //
    2022-06-12

SAP BusinessObjects Predictive Analytics features and specs

  • Integration with SAP Ecosystem
    Seamlessly integrates with other SAP solutions such as SAP HANA, SAP BW, and SAP S/4HANA, allowing for smooth data flow and efficient analytics operations.
  • Automated Analytics
    Provides an automated analytics engine that simplifies the creation and deployment of predictive models, making it accessible to users with varied levels of data science expertise.
  • Scalability
    Capable of handling large volumes of data, which is ideal for enterprises with substantial data and complex analytical needs.
  • User-Friendly Interface
    Offers an intuitive user interface that helps both technical and non-technical users navigate the tool and generate insights without needing extensive training.
  • Strong Security Features
    Ensures data security and compliance with robust security measures, making it suitable for enterprises with stringent data security requirements.

Possible disadvantages of SAP BusinessObjects Predictive Analytics

  • Cost
    Can be expensive, particularly for small to medium-sized enterprises, due to its licensing fees and potential additional costs for consulting and implementation.
  • Complexity
    While it offers a user-friendly interface, the underlying complexity of the tool may still present a steep learning curve for some users, particularly those without prior experience in predictive analytics.
  • Limited Non-SAP Integration
    Although it integrates well within the SAP ecosystem, integration with non-SAP tools and platforms may require additional effort and resources.
  • Customization
    Customization options can sometimes be limited compared to other specialized predictive analytics tools, potentially necessitating additional investments in custom development.
  • Performance Overhead
    The software can have performance overheads, particularly when dealing with extremely large datasets or complex predictive models, which may require optimized hardware or additional computational resources.

RapidMiner features and specs

  • Ease of Use
    RapidMiner offers a highly intuitive graphical user interface, allowing users to easily design, evaluate, and deploy analytic workflows without extensive coding knowledge.
  • Integration Capabilities
    The platform supports a wide range of data sources and can integrate with various databases, cloud storage, and other data tools, making it versatile for complex projects.
  • Comprehensive Feature Set
    RapidMiner includes a vast array of built-in functionalities for data preparation, machine learning, deep learning, text mining, and predictive analytics, reducing the need for additional tools.
  • Community and Support
    The extensive user community, resources, and support options, including documentation, forums, and learning materials, help new and experienced users maximize the tool’s potential.
  • Scalability
    Designed to handle large-scale data operations efficiently, RapidMiner is suitable for both small and enterprise-level projects, supporting scalability as data and user needs grow.

Possible disadvantages of RapidMiner

  • Cost
    While a free version is available, the more advanced features and capabilities are locked behind a premium plan, which can be costly for smaller organizations or individual users.
  • Resource Intensive
    RapidMiner can be demanding on system resources, requiring robust hardware specifications for optimal performance, especially when handling large datasets or complex models.
  • Learning Curve for Advanced Features
    Despite its ease of use for basic tasks, mastering advanced functionalities may require a significant time investment in learning and practice, particularly for users without previous data science experience.
  • Limited Customization for Coding Enthusiasts
    Users who prefer custom coding over a drag-and-drop interface might find RapidMiner’s platform less flexible compared to tools that are fully code-centric.
  • Dependency on Platform
    Due to its comprehensive suite of integrated tools, users may find it challenging to migrate projects or workflows to other platforms if the need arises.

SAP BusinessObjects Predictive Analytics videos

+ Add

SAP BusinessObjects Predictive Analytics: Data for Your Predictive Models

More videos:

  • Review - What's new in SAP Lumira 1.27
  • Review - What's new in SAP Lumira 1.22
  • Review - SAP Lumira and SAP Design Studio: When to Use Which One

RapidMiner videos

+ Add

RapidMiner Review - Predictive analytics software review

More videos:

  • Review - Analyzing Customer Reviews with MonkeyLearn and RapidMiner
  • Review - SENTIMENT ANALYSIS OF MOVIE REVIEW USING RAPIDMINER FROM EXCEL FILE

Category Popularity

0-100% (relative to SAP BusinessObjects Predictive Analytics and RapidMiner)

SAP BusinessObjects Predictive Analytics

RapidMiner

Data Dashboard
100 100%
Data Dashboard
0% 0
Data Science And Machine Learning
0 0%
Data Science And Machine Learning
100% 100
Business Intelligence
100 100%
Business Intelligence
0% 0
Data Science Tools
0 0%
Data Science Tools
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare SAP BusinessObjects Predictive Analytics and RapidMiner

SAP BusinessObjects Predictive Analytics Reviews

Top 7 Predictive Analytics Tools
If a company will primarily be using their predictive analytics solution to analyze data that resides in SAP software or the SAP Analytics Cloud, such as their ERP data, SAP Predictive Analytics might be a good fit. The company has quite a few different options available when it comes to features. Whoever is using the system from business analysts to data scientists, the...
Source: www.datamation.com

RapidMiner Reviews

The 16 Best Data Science and Machine Learning Platforms for 2021
Description: RapidMiner offers a data science platform that enables people of all skill levels across the enterprise to build and operate AI solutions. The product covers the full lifecycle of the AI production process, from data exploration and data preparation to model building, model deployment, and model operations. RapidMiner provides the depth that data scientists...
Source: solutionsreview.com

Social recommendations and mentions

Based on our record, RapidMiner seems to be more popular. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

SAP BusinessObjects Predictive Analytics mentions (0)

We have not tracked any mentions of SAP BusinessObjects Predictive Analytics yet. Tracking of SAP BusinessObjects Predictive Analytics recommendations started around Mar 2021.

RapidMiner mentions (3)

  • I need help lol
    RapidMiner: A data science platform that offers an automated EDA process, including data preprocessing, visualization, and analysis. Source: about 2 years ago
  • Intro to Py-Arrow
    I hope this blog empowers you to start digging deeper into Apache Arrow and helps you to understand why we decided to invest in the future of Apache Arrow and its child products. I also hope it gives you the foundations to start exploring how you can build your own analytics applications from this framework. InfluxDB’s new storage engine emphasizes its commitment to the greater ecosystem. For instance, allowing... - Source: dev.to / over 2 years ago
  • Data Science toolset summary from 2021
    Rapidminer - RapidMiner is a data science software platform developed by the company of the same name that provides an integrated environment for data preparation, machine learning, deep learning, text mining, and predictive analytics. Link - https://rapidminer.com/. - Source: dev.to / over 3 years ago

What are some alternatives?

When comparing SAP BusinessObjects Predictive Analytics and RapidMiner, you can also consider the following products

Google Chart Tools - Google Chart Tools is a world’s most popular tool that allows users to display their data on their website via simple or attractive visualizations.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Google Data Studio - Data Studio turns your data into informative reports and dashboards that are easy to read, easy to share, and fully custom. Sign up for free.

Pandas - Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Chartio - Chartio is a powerful business intelligence tool that anyone can use.

Dataiku - Dataiku is the developer of DSS, the integrated development platform for data professionals to turn raw data into predictions.

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