Software Alternatives, Accelerators & Startups
Register | Login

MATLAB VS IBM Analytics Engine

Compare MATLAB VS IBM Analytics Engine and see what are their differences

Electe
Discover Electe, our data analytics platform dedicated to SMEs. Don't let your data go unused, take your business into the future! featured
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.
Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

MATLAB logo MATLAB

A high-level language and interactive environment for numerical computation, visualization, and programming

IBM Analytics Engine logo IBM Analytics Engine

Analytics Engine is a combined Apache Spark and Apache Hadoop service for creating analytics applications.
  • MATLAB Landing page
    Landing page //
    2022-10-30

We recommend LibHunt MATLAB for discovery and comparisons of trending MATLAB projects.

  • IBM Analytics Engine Landing page
    Landing page //
    2023-07-11

MATLAB features and specs

  • Versatility
    MATLAB is versatile and can be used across a wide range of applications, including engineering, data analysis, robotics, and image processing.
  • Built-in Functions
    MATLAB comes with a vast library of built-in functions and toolboxes that simplify complex mathematical computations and data visualization tasks.
  • User-Friendly Interface
    The software offers an intuitive and user-friendly graphical interface that makes it accessible even for those who are not experts in programming.
  • Excellent Visualization
    MATLAB provides high-quality, customizable plots and graphs that facilitate the clear and effective presentation of data.
  • Strong Community and Support
    Users can benefit from extensive documentation, community forums, and customer support from MathWorks, which aids in troubleshooting and learning.
  • Integration Capabilities
    MATLAB integrates well with other programming languages like C, C++, and Java, and supports interfaces to SQL databases.

Possible disadvantages of MATLAB

  • Cost
    MATLAB is expensive to license, making it less accessible for small businesses, individual professionals, and students without institutional access.
  • Memory Usage
    MATLAB can be very memory-intensive, which could be a limitation when dealing with large datasets or running on devices with limited computational resources.
  • Speed
    Although MATLAB is efficient for rapid prototyping, it is generally slower in execution speed compared to compiled languages like C or Fortran, particularly for heavy computations.
  • Proprietary Nature
    Being a proprietary software, MATLAB does not offer the same level of transparency and flexibility that open-source alternatives provide.
  • Learning Curve
    For some new users, especially those who have no prior experience with numerical computing environments, it might have a steep learning curve.
  • Limited Cross-Platform Compatibility
    While MATLAB supports multiple operating systems, not all features and toolboxes are available on each platform, potentially limiting its utility in diverse environments.

IBM Analytics Engine features and specs

  • Scalability
    IBM Analytics Engine allows you to scale resources up or down based on demand, which helps optimize performance and costs.
  • Integration with IBM Cloud
    It integrates seamlessly with other IBM Cloud services, providing enhanced capabilities for data processing and analytics within the cloud ecosystem.
  • Support for Multiple Analytics Engines
    The platform supports various analytics engines like Apache Spark and Apache Hadoop, giving users flexibility in choosing tools that best fit their analytics needs.
  • Automated Management
    IBM Analytics Engine offers automated cluster management and maintenance, which reduces the operational burden on IT teams.
  • Cost Efficiency
    Pay-as-you-go pricing model allows businesses to manage costs effectively by only paying for the resources they use.

Possible disadvantages of IBM Analytics Engine

  • Complexity
    The learning curve can be steep for users unfamiliar with cloud-based analytics tools or the specific engines supported by the platform.
  • Dependency on Internet Connectivity
    As a cloud-based service, consistent and reliable internet connectivity is required for optimal performance and accessibility.
  • Limited Offline Capabilities
    The service primarily operates in the cloud with limited offline capabilities, which might not be suitable for environments where offline access is crucial.
  • Potential for Vendor Lock-In
    Migrating away from IBM Analytics Engine to another platform might require significant effort and resources, raising concerns about vendor lock-in.
  • Data Privacy Concerns
    Storing and processing data in the cloud can raise data privacy and compliance concerns, especially for businesses in regulated industries.

Analysis of MATLAB

Overall verdict

  • Yes, MATLAB is considered a good tool by many professionals and academics, especially in fields that require numerical computation and data analysis.

Why this product is good

  • MATLAB offers a vast collection of built-in functions and toolboxes for various applications like signal processing, image processing, machine learning, and more.
  • The environment is user-friendly and has excellent documentation, making it easier for beginners to learn.
  • It provides robust support for matrix operations, which is beneficial for linear algebra tasks and scientific computations.
  • MATLAB integrates well with languages like C/C++, Python, and Java, allowing for flexible development options.

Recommended for

  • Engineers and scientists performing complex mathematical calculations and simulations.
  • Students and educators in academic settings who require a reliable tool for teaching and learning mathematical concepts.
  • Researchers and data analysts looking to rapidly prototype algorithms and visualize data.
  • Professionals dealing with industries like aerospace, automotive, communications, and finance where rigorous data analysis is required.

MATLAB videos

+ Add

Matlab Review Part 1

More videos:

  • Review - The Complete MATLAB Course: Beginner to Advanced!
  • Tutorial - Complete MATLAB Tutorial for Beginners

IBM Analytics Engine videos

No IBM Analytics Engine videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to MATLAB and IBM Analytics Engine)

MATLAB

IBM Analytics Engine

Technical Computing
100 100%
Technical Computing
0% 0
Data Dashboard
0 0%
Data Dashboard
100% 100
Numerical Computation
100 100%
Numerical Computation
0% 0
Big Data
0 0%
Big Data
100% 100

User comments

Share your experience with using MATLAB and IBM Analytics Engine. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare MATLAB and IBM Analytics Engine

MATLAB Reviews

25 Best Statistical Analysis Software
MATLAB is an exceptional choice for individuals seeking to perform advanced statistical analysis and data visualization. Its high-level programming environment and comprehensive range of tools enable users to efficiently process, analyze, and visualize their data.
Source: www.scijournal.org
7 Best MATLAB alternatives for Linux
MATLAB is a programming language and numeric computing environment. It is used for solving mathematical problems and displaying the result graphically. MATLAB is a paid tool, they provide a free trial for one month.
Source: cyanogenmods.org
15 data science tools to consider using in 2021
Developed and sold by software vendor MathWorks since 1984, Matlab is a high-level programming language and analytics environment for numerical computing, mathematical modeling and data visualization. It's primarily used by conventional engineers and scientists to analyze data, design algorithms and develop embedded systems for wireless communications, industrial control,...
Source: searchbusinessanalytics.techtarget.com
The 16 Best Data Science and Machine Learning Platforms for 2021
Description: MathWorks MATLAB combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, tested, and...
Source: solutionsreview.com
Matlab Alternatives
Matrix Laboratory also known as MATLAB is a high-level programming language. It provides an interactive environment to perform computations in various fields such as mathematics, sciences and engineering streams. The results can be visualized and generated as reports for further analysis. Matlab is the pioneer in combining these things. A team of professionals develop the...
Source: www.educba.com

IBM Analytics Engine Reviews

We have no reviews of IBM Analytics Engine yet.
Be the first one to post

What are some alternatives?

When comparing MATLAB and IBM Analytics Engine, you can also consider the following products

Wolfram Mathematica - Mathematica has characterized the cutting edge in specialized processing—and gave the chief calculation environment to a large number of pioneers, instructors, understudies, and others around the globe.

Google BigQuery - A fully managed data warehouse for large-scale data analytics.

GNU Octave - GNU Octave is a programming language for scientific computing.

Amazon EMR - Amazon Elastic MapReduce is a web service that makes it easy to quickly process vast amounts of data.

Scilab - Scilab Official Website. Enter your search in the box aboveAbout ScilabScilab is free and open source software for numerical . Thanks for downloading Scilab!

Snowflake - Snowflake is the only data platform built for the cloud for all your data & all your users. Learn more about our purpose-built SQL cloud data warehouse.

Loading...