ML Platforms

MATLAB

MATLAB is a powerful programming tool for engineers and scientists.

MATLAB screenshot

Overview

MATLAB is a high-level programming language designed specifically for numerical computing. It helps users to analyze data, develop algorithms, and create models and applications. With its user-friendly interface, MATLAB makes complex mathematical tasks easier to handle, accommodating both beginners and experts alike.

One of the main strengths of MATLAB is its wide range of built-in functions and toolboxes. These additional tools enable users to perform specialized tasks in areas such as signal processing, image processing, and machine learning. As a result, MATLAB has become a go-to tool in both academia and industry.

Furthermore, MATLAB is known for its ability to integrate with other programming languages, such as C, C++, and Python. This feature allows users to extend its capabilities and apply MATLAB's powerful functions in various projects more easily. It's an essential tool for anyone involved in engineering, mathematics, or data analysis.

Pros

  • Easy to Learn
  • Powerful Data Analysis
  • Robust Visualization Tools
  • Wide User Base
  • Customization

Cons

  • Cost
  • Steep Learning Curve for Advanced Features
  • Limited Web Accessibility
  • Licensing Issues
  • Performance
Free

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Key features

User-Friendly Interface

MATLAB offers a graphical user interface that simplifies programming tasks, making it easy for beginners to learn.

Built-In Functions

The software comes with numerous built-in functions that allow quick calculations without needing extensive coding.

Toolboxes

MATLAB provides a variety of specialized toolboxes for signal processing, statistics, optimization, and more.

Data Visualization

Users can create complex plots and visualizations to understand data better and communicate findings effectively.

Matrix Operations

MATLAB excels at handling matrix and array operations, making it ideal for linear algebra tasks.

Integration Capabilities

Users can integrate MATLAB with other programming languages like C, C++, and Python, enhancing its functionality.

Extensive Documentation

MATLAB includes comprehensive documentation and resources, supporting users in learning and troubleshooting.

Community Support

A vibrant community exists where users share tips, tools, and code, providing valuable support for new and experienced users.

Rating Distribution

5
511 (70.4%)
4
179 (24.7%)
3
29 (4.0%)
2
2 (0.3%)
1
5 (0.7%)

Pricing

PlanPriceDescription
Small-BusinessN/A-
Mid-MarketN/A-
EnterpriseN/A-

Feature Ratings

Overall Satisfaction86%

Based on real user reviews. Expand a category to see individual feature scores.

Model Development88% 7 features
Language Support85%

As reported in 76 MATLAB reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript

Based on 76 reviews
Drag and Drop89%

Offers the ability for developers to drag and drop pieces of code or algorithms when building models 74 reviewers of MATLAB have provided feedback on this feature.

Based on 74 reviews
Pre-Built Algorithms90%

Provides users with pre-built algorithms for simpler model development 83 reviewers of MATLAB have provided feedback on this feature.

Based on 83 reviews
Model Training87%

As reported in 80 MATLAB reviews. Supplies large data sets for training individual models

Based on 80 reviews
Pre-Built Algorithms89%

Based on 69 MATLAB reviews. Provides users with pre-built algorithms for simpler model development

Based on 69 reviews
Model Training87%

Supplies large data sets for training individual models 65 reviewers of MATLAB have provided feedback on this feature.

Based on 65 reviews
Feature Engineering88%

Transforms raw data into features that better represent the underlying problem to the predictive models 64 reviewers of MATLAB have provided feedback on this feature.

Based on 64 reviews
Machine/Deep Learning Services86% 8 features
Computer Vision88%

Offers image recognition services 70 reviewers of MATLAB have provided feedback on this feature.

Based on 70 reviews
Natural Language Processing84%

As reported in 60 MATLAB reviews. Offers natural language processing services

Based on 60 reviews
Natural Language Generation83%

Offers natural language generation services 58 reviewers of MATLAB have provided feedback on this feature.

Based on 58 reviews
Artificial Neural Networks86%

Offers artificial neural networks for users 72 reviewers of MATLAB have provided feedback on this feature.

Based on 72 reviews
Computer Vision89%

As reported in 57 MATLAB reviews. Offers image recognition services

Based on 57 reviews
Natural Language Understanding85%

Offers natural language understanding services This feature was mentioned in 55 MATLAB reviews.

Based on 55 reviews
Natural Language Generation83%

As reported in 53 MATLAB reviews. Offers natural language generation services

Based on 53 reviews
Deep Learning87%

Provides deep learning capabilities 62 reviewers of MATLAB have provided feedback on this feature.

Based on 62 reviews
Deployment85% 6 features
Managed Service86%

Based on 65 MATLAB reviews. Manages the intelligent application for the user, reducing the need of infrastructure

Based on 65 reviews
Application87%

Based on 75 MATLAB reviews. Allows users to insert machine learning into operating applications

Based on 75 reviews
Scalability84%

Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 75 MATLAB reviews.

Based on 75 reviews
Managed Service83%

Manages the intelligent application for the user, reducing the need of infrastructure 58 reviewers of MATLAB have provided feedback on this feature.

Based on 58 reviews
Application86%

Allows users to insert machine learning into operating applications 65 reviewers of MATLAB have provided feedback on this feature.

Based on 65 reviews
Scalability86%

Based on 65 MATLAB reviews. Provides easily scaled machine learning applications and infrastructure

Based on 65 reviews
Data Transformation87% 2 features
Real-Time Analytics87%

Based on 70 MATLAB reviews and verified by the G2 Product R&D team. Facilitates analysis of high-volume, real-time data.

Based on 70 reviews
Data Querying86%

Based on 43 MATLAB reviews and verified by the G2 Product R&D team. Allows user to query data through query languages like SQL.

Based on 43 reviews
Connectivity84% 4 features
Hadoop Integration83%

Based on 45 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Hadoop

Based on 45 reviews
Spark Integration86%

Based on 48 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Spark

Based on 48 reviews
Multi-Source Analysis84%

Based on 58 MATLAB reviews and verified by the G2 Product R&D team. Integrates data from multiple external databases.

Based on 58 reviews
Data Lake83%

Based on 50 MATLAB reviews and verified by the G2 Product R&D team. Facilitates the dissemination of collected big data throughout parallel computing clusters.

Based on 50 reviews
Operations89% 4 features
Data Visualization90%

Based on 70 MATLAB reviews and verified by the G2 Product R&D team. Processes data and represents interpretations in a variety of graphic formats.

Based on 70 reviews
Data Workflow89%

Based on 66 MATLAB reviews and verified by the G2 Product R&D team. Strings together specific functions and datasets to automate analytics iterations.

Based on 66 reviews
Embedded Analytics87%

Based on 58 MATLAB reviews and verified by the G2 Product R&D team. Allows big data tool to run and record data within external applications.

Based on 58 reviews
Notebooks88%

Based on 34 MATLAB reviews and verified by the G2 Product R&D team. Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations

Based on 34 reviews
Design82% 4 features
3D/solid modeling Tools84%

Based on 125 MATLAB reviews. Ability to modify 3D primitives (parametric editing tools, free-form editing tools, symmetrical editing process, etc.)

Based on 125 reviews
Drawing Tools82%

Ability to access basic drawing tools (line, circle, polygons, etc.) 142 reviewers of MATLAB have provided feedback on this feature.

Based on 142 reviews
Editing Tools82%

As reported in 144 MATLAB reviews. Ability to access basic editing tools (erase, trim, extend, undo, etc.)

Based on 144 reviews
Rendering tools80%

Ability to access rendering tools (lighting tools, texture mapping, custom material creation, etc.) 119 reviewers of MATLAB have provided feedback on this feature.

Based on 119 reviews
Tools84% 3 features
Fluid analysis83%

Ability to conduct computational fluid dynamics and thermal analysis This feature was mentioned in 105 MATLAB reviews.

Based on 105 reviews
Finite element analysis85%

Ability to conduct finite element analysis test 129 reviewers of MATLAB have provided feedback on this feature.

Based on 129 reviews
Multibody dynamics84%

Ability to conduct kinematics and dynamic analysis of mechanisms This feature was mentioned in 111 MATLAB reviews.

Based on 111 reviews
Work86% 5 features
Discrete event modeling88%

Based on 139 MATLAB reviews. Ability to model discrete event simulation such as analyzing event-driven system models and optimizing performance characteristics such as latency, throughput, and packet loss.

Based on 139 reviews
Continuous event modeling89%

Ability to model continous event simulation This feature was mentioned in 141 MATLAB reviews.

Based on 141 reviews
Mechanical event simulation86%

Ability to conduct mechanical event simulation This feature was mentioned in 125 MATLAB reviews.

Based on 125 reviews
Manufacturing process simulation84%

Ability to model a manufacturing processes like casting, molding and die press forming 115 reviewers of MATLAB have provided feedback on this feature.

Based on 115 reviews
Integrate84%

Ability to integrate with CAD and PLM software 122 reviewers of MATLAB have provided feedback on this feature.

Based on 122 reviews
Environment86% 4 features
Hardware support84%

Ability to support a sufficient number of hardware developers (by default or through the use of custom drivers). This feature was mentioned in 144 MATLAB reviews.

Based on 144 reviews
Task87%

Support for custom interfaces designed around specific design tasks, by default (out of the box) or through user customization. 144 reviewers of MATLAB have provided feedback on this feature.

Based on 144 reviews
Manage Multiple Profiles84%

As reported in 120 MATLAB reviews. Support for multiple user interface customizations. Can store and recall interfaces as required by a specific user without closing the application and without the need for scripting knowledge.

Based on 120 reviews
Command Clarity87%

Names of basic commands are clear and easy to understand. On-cursor documentation, such as tool tips and pop-up descriptions, provide clarification of icons and other user interface elements. This feature was mentioned in 159 MATLAB reviews.

Based on 159 reviews
System86% 3 features
Data Ingestion & Wrangling86%

As reported in 58 MATLAB reviews. Gives user ability to import a variety of data sources for immediate use

Based on 58 reviews
Language Support85%

Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript This feature was mentioned in 60 MATLAB reviews.

Based on 60 reviews
Drag and Drop87%

Offers the ability for developers to drag and drop pieces of code or algorithms when building models This feature was mentioned in 63 MATLAB reviews.

Based on 63 reviews
4.5
★★★★★
Based on 726 reviews
Sanjit L.Architectural DesignerSmall-Business(50 or fewer emp.)
April 11, 2024
★★★★★

An efficient product for analyzing architectural designs.

What do you like best about MATLAB?

MATLAB offers us the most advanced design analysis tools which allows us to easily analyze our architectural designs in order to validate their accuracy and effectiveness. It has a very rich help center where we get every help we need from tutorials, training and ...

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Bobin S.Assistant ProfessorMid-Market(51-1000 emp.)
June 20, 2024
★★★★★

MATLAB - The true tech companion

What do you like best about MATLAB?

I have been using MATLAB from 2012. Most important feature that I like about MATLAB is its adaptability and ease of use. Results from other simulation softwares like Fluent, OpenFOAM can be easily integrated and meaningful outcomes can be achieved.

What do you di...

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Ali K.Executive EngineerSmall-Business(50 or fewer emp.)
May 5, 2024
★★★★★

Designing of Electrical Systems

What do you like best about MATLAB?

It is one of the software which iis easy to use and provides many features for different technical areas. One can easily implement his/her ideas into reality through designing either control system, electrical system or mechanical system. As the softawre encompass...

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Anonymous ReviewerSmall-Business(50 or fewer emp.)
April 14, 2024
★★★★★

Its Amazing Experience

What do you like best about MATLAB?

Best for Image processing projects. There is a lot in build image processing functions which are very helpful. Apart from that creating c/c++ code from matlab is also good.

What do you dislike about MATLAB?

Its slow compared to python. It cannot be integrated in ...

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Jay M.ESG AnalystSmall-Business(50 or fewer emp.)
December 7, 2023
★★★★★

Versatile computational package

What do you like best about MATLAB?

MATLAB has an add-on or library for almost every field of technology ranging from simple vector calculations to tensors. Another thing I like the most is multiple variable renaming while writing the .m files.

What do you dislike about MATLAB?

Problems like invers...

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Company Information

LocationNatick, MA
Founded1984
Employees7.5k+
Twitter @matlab

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FAQ

Here are some frequently asked questions about MATLAB.

What is MATLAB used for?

MATLAB is used for numerical computing, data analysis, algorithm development, and creating visualizations.

Is MATLAB suitable for beginners?

Yes, MATLAB has a user-friendly interface and many resources for beginners to learn programming easily.

Can I use MATLAB for machine learning?

Absolutely! MATLAB offers toolboxes specifically designed for machine learning and algorithms.

What are MATLAB toolboxes?

Toolboxes are collections of specialized functions that extend MATLAB's capabilities for specific applications.

Is MATLAB free?

No, MATLAB is a paid software, but it offers discounts for students and educational institutions.

Can I integrate MATLAB with other programming languages?

Yes, MATLAB can be integrated with languages like C, C++, and Python for enhanced functionalities.

Are there resources available to learn MATLAB?

Yes, MATLAB provides extensive documentation and tutorials, plus a strong user community for support.

What industries use MATLAB?

MATLAB is widely used in engineering, finance, academia, and any field requiring data analysis and modeling.