MATLAB Features
Model Development (5)
Language Support
Based on 96 MATLAB reviews. Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript
Drag and Drop
Offers the ability for developers to drag and drop pieces of code or algorithms when building models This feature was mentioned in 94 MATLAB reviews.
Pre-Built Algorithms
Based on 104 MATLAB reviews. Provides users with pre-built algorithms for simpler model development
Model Training
Supplies large data sets for training individual models This feature was mentioned in 98 MATLAB reviews.
Feature Engineering
Transforms raw data into features that better represent the underlying problem to the predictive models 79 reviewers of MATLAB have provided feedback on this feature.
Machine/Deep Learning Services (6)
Computer Vision
Offers image recognition services 89 reviewers of MATLAB have provided feedback on this feature.
Natural Language Processing
Offers natural language processing services 78 reviewers of MATLAB have provided feedback on this feature.
Natural Language Generation
Based on 76 MATLAB reviews. Offers natural language generation services
Artificial Neural Networks
As reported in 91 MATLAB reviews. Offers artificial neural networks for users
Natural Language Understanding
Offers natural language understanding services 69 reviewers of MATLAB have provided feedback on this feature.
Deep Learning
As reported in 77 MATLAB reviews. Provides deep learning capabilities
Deployment (3)
Managed Service
Manages the intelligent application for the user, reducing the need of infrastructure This feature was mentioned in 82 MATLAB reviews.
Application
Based on 92 MATLAB reviews. Allows users to insert machine learning into operating applications
Scalability
Based on 93 MATLAB reviews. Provides easily scaled machine learning applications and infrastructure
Data Transformation (2)
Real-Time Analytics
Based on 73 MATLAB reviews and verified by the G2 Product R&D team. Facilitates analysis of high-volume, real-time data.
Data Querying
Based on 45 MATLAB reviews and verified by the G2 Product R&D team. Allows user to query data through query languages like SQL.
Connectivity (4)
Hadoop Integration
Based on 47 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
Based on 50 MATLAB reviews and verified by the G2 Product R&D team. Aligns processing and distribution workflows on top of Apache Spark
Multi-Source Analysis
Based on 60 MATLAB reviews and verified by the G2 Product R&D team. Integrates data from multiple external databases.
Data Lake
Based on 52 MATLAB reviews and verified by the G2 Product R&D team. Facilitates the dissemination of collected big data throughout parallel computing clusters.
Operations (4)
Data Visualization
Based on 73 MATLAB reviews and verified by the G2 Product R&D team. Processes data and represents interpretations in a variety of graphic formats.
Data Workflow
Based on 68 MATLAB reviews and verified by the G2 Product R&D team. Strings together specific functions and datasets to automate analytics iterations.
Embedded Analytics
Based on 60 MATLAB reviews and verified by the G2 Product R&D team. Allows big data tool to run and record data within external applications.
Notebooks
Based on 37 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
Design (4)
3D/solid modeling Tools
As reported in 147 MATLAB reviews. Ability to modify 3D primitives (parametric editing tools, free-form editing tools, symmetrical editing process, etc.)
Drawing Tools
Ability to access basic drawing tools (line, circle, polygons, etc.) This feature was mentioned in 164 MATLAB reviews.
Editing Tools
As reported in 166 MATLAB reviews. Ability to access basic editing tools (erase, trim, extend, undo, etc.)
Rendering tools
Ability to access rendering tools (lighting tools, texture mapping, custom material creation, etc.) 141 reviewers of MATLAB have provided feedback on this feature.
Tools (3)
Fluid analysis
Ability to conduct computational fluid dynamics and thermal analysis 127 reviewers of MATLAB have provided feedback on this feature.
Finite element analysis
Ability to conduct finite element analysis test 150 reviewers of MATLAB have provided feedback on this feature.
Multibody dynamics
Ability to conduct kinematics and dynamic analysis of mechanisms 132 reviewers of MATLAB have provided feedback on this feature.
Work (5)
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. 159 reviewers of MATLAB have provided feedback on this feature.
Continuous event modeling
Ability to model continous event simulation 161 reviewers of MATLAB have provided feedback on this feature.
Mechanical event simulation
Ability to conduct mechanical event simulation This feature was mentioned in 145 MATLAB reviews.
Manufacturing process simulation
Based on 135 MATLAB reviews. Ability to model a manufacturing processes like casting, molding and die press forming
Integrate
As reported in 141 MATLAB reviews. Ability to integrate with CAD and PLM software
Environment (4)
Hardware support
As reported in 163 MATLAB reviews. Ability to support a sufficient number of hardware developers (by default or through the use of custom drivers).
Task
As reported in 162 MATLAB reviews. Support for custom interfaces designed around specific design tasks, by default (out of the box) or through user customization.
Manage Multiple Profiles
Based on 138 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.
Command Clarity
As reported in 177 MATLAB reviews. 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.
System (1)
Data Ingestion & Wrangling
Based on 75 MATLAB reviews. Gives user ability to import a variety of data sources for immediate use
Generative AI (3)
AI Text Generation
Allows users to generate text based on a text prompt. This feature was mentioned in 14 MATLAB reviews.
AI Text Summarization
Condenses long documents or text into a brief summary. This feature was mentioned in 14 MATLAB reviews.
AI Text-to-Image
Provides the ability to generate images from a text prompt. This feature was mentioned in 14 MATLAB reviews.
Agentic AI - Data Science and Machine Learning Platforms (7)
Autonomous Task Execution
Based on 10 MATLAB reviews. Capability to perform complex tasks without constant human input
Multi-step Planning
Based on 10 MATLAB reviews. Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases 10 reviewers of MATLAB have provided feedback on this feature.
Adaptive Learning
Improves performance based on feedback and experience This feature was mentioned in 10 MATLAB reviews.
Natural Language Interaction
Based on 10 MATLAB reviews. Engages in human-like conversation for task delegation
Proactive Assistance
As reported in 10 MATLAB reviews. Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives 10 reviewers of MATLAB have provided feedback on this feature.




