[ MATLAB Reviews ](https://www.g2.com/products/matlab/reviews) [ MATLAB Reviews ](https://www.g2.com/products/matlab/reviews) # 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 Drag and Drop Offers the ability for developers to drag and drop pieces of code or algorithms when building models Pre-Built Algorithms Provides users with pre-built algorithms for simpler model development Model Training 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 Show More ##### ## Machine/Deep Learning Services (6) Computer Vision Offers image recognition services Natural Language Processing Offers natural language processing services Natural Language Generation Offers natural language generation services Artificial Neural Networks Offers artificial neural networks for users Natural Language Understanding Offers natural language understanding services Deep Learning Provides deep learning capabilities Show More ##### ## Deployment (3) Managed Service Manages the intelligent application for the user, reducing the need of infrastructure Application Allows users to insert machine learning into operating applications Scalability Provides easily scaled machine learning applications and infrastructure Show More ##### ## Data Transformation (2) Real-Time Analytics Facilitates analysis of high-volume, real-time data. Data Querying Allows user to query data through query languages like SQL. Show More ##### ## Connectivity (4) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Spark Multi-Source Analysis Integrates data from multiple external databases. Data Lake Facilitates the dissemination of collected big data throughout parallel computing clusters. Show More ##### ## Operations (4) Data Visualization Processes data and represents interpretations in a variety of graphic formats. Data Workflow Strings together specific functions and datasets to automate analytics iterations. Embedded Analytics Allows big data tool to run and record data within external applications. Notebooks Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations Show More ##### ## Design (4) 3D/solid modeling Tools 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.) Editing Tools 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.) Show More ##### ## Tools (3) Fluid analysis Ability to conduct computational fluid dynamics and thermal analysis Finite element analysis Ability to conduct finite element analysis test Multibody dynamics Ability to conduct kinematics and dynamic analysis of mechanisms Show More ##### ## 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. Continuous event modeling Ability to model continous event simulation Mechanical event simulation Ability to conduct mechanical event simulation Manufacturing process simulation Ability to model a manufacturing processes like casting, molding and die press forming Integrate Ability to integrate with CAD and PLM software Show More ##### ## Environment (4) Hardware support 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. 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. 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. Show More ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## Generative AI (3) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text-to-Image Provides the ability to generate images from a text prompt. Show More ##### ## Agentic AI - Data Science and Machine Learning Platforms (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More [ ![Kpow for Apache Kafka®](https://images.g2crowd.com/uploads/product/hd_favicon/82472f75bf45e30e78bd1df7961985a2/kpow-for-apache-kafka.svg "Kpow for Apache Kafka®") Sponsored Kpow for Apache Kafka® 4.9/5 (4) Visit Website ](javascript:void(0)) ## Top-Rated Alternatives [ ![Gemini Enterprise Agent Platform](https://images.g2crowd.com/uploads/product/hd_favicon/6efc32195e73db7d34376f30b0091141/gemini-enterprise-agent-platform.svg "Gemini Enterprise Agent Platform") Gemini Enterprise Agent Platform 4.3/5 (652) ](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) [ ![SOLIDWORKS](https://images.g2crowd.com/uploads/product/hd_favicon/87a0eaa40f8b9a14542c077a348a699d/solidworks.svg "SOLIDWORKS") SOLIDWORKS 4.5/5 (628) ](https://www.g2.com/products/solidworks/reviews) [ ![Autodesk Fusion](https://images.g2crowd.com/uploads/product/hd_favicon/28ab5b3990e257fc5851e9730734a9cc/autodesk-fusion.svg "Autodesk Fusion") Autodesk Fusion 4.5/5 (509) ](https://www.g2.com/products/autodesk-fusion/reviews) [ View All Alternatives ](https://www.g2.com/products/matlab/competitors/alternatives) MATLAB Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_87c765f5580af1b9d4d195904e264dc7/maple.jpeg "Product Avatar Image") Maple 4.3/5 (15) [ Compare Now ](https://www.g2.com/compare/matlab-vs-maple) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_d9a7abebb513247473f9558b56431a72/tensorflow.jpg "Product Avatar Image") TensorFlow 4.5/5 (138) [ Compare Now ](https://www.g2.com/compare/matlab-vs-tensorflow) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_430788c054407e86310771e320229ed1/comsol-multiphysics.jpg "Product Avatar Image") COMSOL Multiphysics® 4.3/5 (36) [ Compare Now ](https://www.g2.com/compare/comsol-multiphysics-vs-matlab) ##### Categories on G2 [ Data Science and Machine Learning Platforms ](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[ Big Data Analytics ](https://www.g2.com/categories/big-data-analytics)[ Simulation & CAE ](https://www.g2.com/categories/simulation-cae) ##### Explore More [ Which content analytics software is easiest to use? ](https://www.g2.com/discussions/which-content-analytics-software-is-the-easiest-to-use)[ Best threat intelligence software for small businesses ](https://www.g2.com/discussions/which-is-the-best-threat-intelligence-software-for-a-small-business)[ Which experience management software is popular among startups ](https://www.g2.com/discussions/which-experience-management-software-is-popular-among-startups) [ Which is the most trusted equity management by CFOs at B2B SaaS companies based on user reviews? ](https://www.g2.com/discussions/which-is-the-most-trusted-equity-management-by-cfos-at-b2b-saas-companies-based-on-user-reviews)[ What's the best accounting software for startups ](https://www.g2.com/discussions/what-s-the-best-accounting-software-for-startups)[ Pros and Cons Details ](https://www.g2.com/products/matlab/reviews?qs=pros-and-cons) Show More [ Which content analytics software is easiest to use? ](https://www.g2.com/discussions/which-content-analytics-software-is-the-easiest-to-use)[ Best threat intelligence software for small businesses ](https://www.g2.com/discussions/which-is-the-best-threat-intelligence-software-for-a-small-business)[ Which experience management software is popular among startups ](https://www.g2.com/discussions/which-experience-management-software-is-popular-among-startups) [ Which is the most trusted equity management by CFOs at B2B SaaS companies based on user reviews? ](https://www.g2.com/discussions/which-is-the-most-trusted-equity-management-by-cfos-at-b2b-saas-companies-based-on-user-reviews)[ What's the best accounting software for startups ](https://www.g2.com/discussions/what-s-the-best-accounting-software-for-startups)[ Pros and Cons Details ](https://www.g2.com/products/matlab/reviews?qs=pros-and-cons)