MATLAB Features

Model Development (5)

Language Support: Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript 96 reviewers of MATLAB have provided feedback on this feature.
Drag and Drop: As reported in 94 MATLAB reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models
Pre-Built Algorithms: Based on 102 MATLAB reviews. Provides users with pre-built algorithms for simpler model development
Model Training: As reported in 98 MATLAB reviews. Supplies large data sets for training individual models
Feature Engineering: Transforms raw data into features that better represent the underlying problem to the predictive models This feature was mentioned in 79 MATLAB reviews.

Computer Vision: As reported in 88 MATLAB reviews. Offers image recognition services
Natural Language Processing: Based on 78 MATLAB reviews. Offers natural language processing services
Natural Language Generation: Based on 76 MATLAB reviews. Offers natural language generation services
Artificial Neural Networks: As reported in 90 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: Provides deep learning capabilities This feature was mentioned in 77 MATLAB reviews.

Managed Service: Manages the intelligent application for the user, reducing the need of infrastructure 82 reviewers of MATLAB have provided feedback on this feature.
Application: Allows users to insert machine learning into operating applications This feature was mentioned in 92 MATLAB reviews.
Scalability: Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 93 MATLAB reviews.

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.

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 36 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

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.) 164 reviewers of MATLAB have provided feedback on this feature.
Editing Tools: Ability to access basic editing tools (erase, trim, extend, undo, etc.) 166 reviewers of MATLAB have provided feedback on this feature.
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.

Discrete event modeling: Based on 159 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.
Continuous event modeling: Ability to model continous event simulation This feature was mentioned in 161 MATLAB reviews.
Mechanical event simulation: Based on 145 MATLAB reviews. Ability to conduct mechanical event simulation
Manufacturing process simulation: Based on 135 MATLAB reviews. Ability to model a manufacturing processes like casting, molding and die press forming
Integrate: Ability to integrate with CAD and PLM software This feature was mentioned in 141 MATLAB reviews.

Hardware support: Based on 163 MATLAB reviews. Ability to support a sufficient number of hardware developers (by default or through the use of custom drivers).
Task: Support for custom interfaces designed around specific design tasks, by default (out of the box) or through user customization. 162 reviewers of MATLAB have provided feedback on this feature.
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: 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 177 MATLAB reviews.

Autonomous Task Execution: Capability to perform complex tasks without constant human input 10 reviewers of MATLAB have provided feedback on this feature.
Multi-step Planning: Ability to break down and plan multi-step processes 10 reviewers of MATLAB have provided feedback on this feature.
Cross-system Integration: Based on 10 MATLAB reviews. Works across multiple software systems or databases
Adaptive Learning: Improves performance based on feedback and experience 10 reviewers of MATLAB have provided feedback on this feature.
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 This feature was mentioned in 10 MATLAB reviews.