MATLAB Features
What are the features of MATLAB?
Design
- 3D/solid modeling Tools
- Drawing Tools
- Editing Tools
- Rendering tools
Tools
- Finite element analysis
- Multibody dynamics
Work
- Discrete event modeling
- Continuous event modeling
- Mechanical event simulation
- Manufacturing process simulation
- Integrate
Environment
- Hardware support
- Task
- Manage Multiple Profiles
- Command Clarity
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Model Development
Language Support | As reported in 77 MATLAB reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript | 84% (Based on 77 reviews) | |
Drag and Drop | As reported in 75 MATLAB reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models | 88% (Based on 75 reviews) | |
Pre-Built Algorithms | Provides users with pre-built algorithms for simpler model development 84 reviewers of MATLAB have provided feedback on this feature. | 89% (Based on 84 reviews) | |
Model Training | As reported in 81 MATLAB reviews. Supplies large data sets for training individual models | 86% (Based on 81 reviews) | |
Pre-Built Algorithms | Based on 70 MATLAB reviews. Provides users with pre-built algorithms for simpler model development | 88% (Based on 70 reviews) | |
Model Training | Supplies large data sets for training individual models 65 reviewers of MATLAB have provided feedback on this feature. | 87% (Based on 65 reviews) | |
Feature Engineering | As reported in 65 MATLAB reviews. Transforms raw data into features that better represent the underlying problem to the predictive models | 87% (Based on 65 reviews) |
Machine/Deep Learning Services
Computer Vision | Based on 71 MATLAB reviews. Offers image recognition services | 88% (Based on 71 reviews) | |
Natural Language Processing | As reported in 61 MATLAB reviews. Offers natural language processing services | 83% (Based on 61 reviews) | |
Natural Language Generation | Based on 59 MATLAB reviews. Offers natural language generation services | 83% (Based on 59 reviews) | |
Artificial Neural Networks | Offers artificial neural networks for users 73 reviewers of MATLAB have provided feedback on this feature. | 85% (Based on 73 reviews) | |
Computer Vision | As reported in 58 MATLAB reviews. Offers image recognition services | 89% (Based on 58 reviews) | |
Natural Language Understanding | Based on 55 MATLAB reviews. Offers natural language understanding services | 85% (Based on 55 reviews) | |
Natural Language Generation | Offers natural language generation services This feature was mentioned in 53 MATLAB reviews. | 83% (Based on 53 reviews) | |
Deep Learning | As reported in 63 MATLAB reviews. Provides deep learning capabilities | 87% (Based on 63 reviews) |
Deployment
Managed Service | Manages the intelligent application for the user, reducing the need of infrastructure This feature was mentioned in 65 MATLAB reviews. | 86% (Based on 65 reviews) | |
Application | Based on 75 MATLAB reviews. Allows users to insert machine learning into operating applications | 87% (Based on 75 reviews) | |
Scalability | Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 75 MATLAB reviews. | 84% (Based on 75 reviews) | |
Managed Service | Manages the intelligent application for the user, reducing the need of infrastructure This feature was mentioned in 58 MATLAB reviews. | 83% (Based on 58 reviews) | |
Application | Allows users to insert machine learning into operating applications 65 reviewers of MATLAB have provided feedback on this feature. | 86% (Based on 65 reviews) | |
Scalability | Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 65 MATLAB reviews. | 86% (Based on 65 reviews) |
Data Transformation
Real-Time Analytics | Based on 70 MATLAB reviews and verified by the G2 Product R&D team. Facilitates analysis of high-volume, real-time data. | 87% (Based on 70 reviews) | |
Data Querying | Based on 43 MATLAB reviews and verified by the G2 Product R&D team. Allows user to query data through query languages like SQL. | 86% (Based on 43 reviews) |
Connectivity
Hadoop Integration | Based on 45 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Hadoop | 83% (Based on 45 reviews) | |
Spark Integration | Based on 48 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Spark | 86% (Based on 48 reviews) | |
Multi-Source Analysis | Based on 58 MATLAB reviews and verified by the G2 Product R&D team. Integrates data from multiple external databases. | 84% (Based on 58 reviews) | |
Data Lake | 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. | 83% (Based on 50 reviews) |
Operations
Data Visualization | 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. | 90% (Based on 70 reviews) | |
Data Workflow | Based on 66 MATLAB reviews and verified by the G2 Product R&D team. Strings together specific functions and datasets to automate analytics iterations. | 89% (Based on 66 reviews) | |
Embedded Analytics | 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. | 87% (Based on 58 reviews) | |
Notebooks | 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 | 88% (Based on 34 reviews) |
Design
3D/solid modeling Tools | Based on 127 MATLAB reviews. Ability to modify 3D primitives (parametric editing tools, free-form editing tools, symmetrical editing process, etc.) | 85% (Based on 127 reviews) | |
Drawing Tools | Based on 144 MATLAB reviews. Ability to access basic drawing tools (line, circle, polygons, etc.) | 82% (Based on 144 reviews) | |
Editing Tools | As reported in 146 MATLAB reviews. Ability to access basic editing tools (erase, trim, extend, undo, etc.) | 83% (Based on 146 reviews) | |
Rendering tools | Ability to access rendering tools (lighting tools, texture mapping, custom material creation, etc.) This feature was mentioned in 121 MATLAB reviews. | 80% (Based on 121 reviews) |
Tools
Fluid analysis | As reported in 107 MATLAB reviews. Ability to conduct computational fluid dynamics and thermal analysis | 83% (Based on 107 reviews) | |
Finite element analysis | Ability to conduct finite element analysis test This feature was mentioned in 131 MATLAB reviews. | 85% (Based on 131 reviews) | |
Multibody dynamics | As reported in 113 MATLAB reviews. Ability to conduct kinematics and dynamic analysis of mechanisms | 84% (Based on 113 reviews) |
Work
Discrete event modeling | Ability to model discrete event simulation such as analyzing event-driven system models and optimizing performance characteristics such as latency, throughput, and packet loss. This feature was mentioned in 141 MATLAB reviews. | 88% (Based on 141 reviews) | |
Continuous event modeling | Ability to model continous event simulation This feature was mentioned in 143 MATLAB reviews. | 89% (Based on 143 reviews) | |
Mechanical event simulation | As reported in 127 MATLAB reviews. Ability to conduct mechanical event simulation | 86% (Based on 127 reviews) | |
Manufacturing process simulation | Based on 117 MATLAB reviews. Ability to model a manufacturing processes like casting, molding and die press forming | 84% (Based on 117 reviews) | |
Integrate | Ability to integrate with CAD and PLM software This feature was mentioned in 124 MATLAB reviews. | 84% (Based on 124 reviews) |
Environment
Hardware support | Ability to support a sufficient number of hardware developers (by default or through the use of custom drivers). 146 reviewers of MATLAB have provided feedback on this feature. | 84% (Based on 146 reviews) | |
Task | As reported in 146 MATLAB reviews. Support for custom interfaces designed around specific design tasks, by default (out of the box) or through user customization. | 87% (Based on 146 reviews) | |
Manage Multiple Profiles | 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. 122 reviewers of MATLAB have provided feedback on this feature. | 84% (Based on 122 reviews) | |
Command Clarity | 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 161 MATLAB reviews. | 87% (Based on 161 reviews) |
System
Data Ingestion & Wrangling | Gives user ability to import a variety of data sources for immediate use 59 reviewers of MATLAB have provided feedback on this feature. | 85% (Based on 59 reviews) | |
Language Support | Based on 61 MATLAB reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript | 84% (Based on 61 reviews) | |
Drag and Drop | As reported in 63 MATLAB reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models | 87% (Based on 63 reviews) |
