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MATLAB has proven to be an invaluable tool for a wide range of use cases across academia, research, and industry. Users have praised its …
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What is MATLAB?
MatLab is a predictive analytics and computing platform based on a proprietary programming language. MatLab is used across industry and academia.
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(SSP 1.1.6) Principle of Maximum Likelihood Estimation: Matlab Demo
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| Deployment Types | On-premise |
|---|---|
| Operating Systems | Windows, Linux, Mac |
| Mobile Application | No |
Frequently Asked Questions
MatLab is a predictive analytics and computing platform based on a proprietary programming language. MatLab is used across industry and academia.
Reviewers rate Usability highest, with a score of 9.9.
The most common users of MATLAB are from Enterprises (1,001+ employees).
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MATLAB has proven to be an invaluable tool for a wide range of use cases across academia, research, and industry. Users have praised its versatility, ease of use, and extensive capabilities in solving complex problems and handling large amounts of data. From academic homework and research projects to major industry applications, MATLAB has been employed for a variety of purposes.
In the academic realm, MATLAB is commonly used as a teaching instrument, particularly in engineering and mathematical courses. It helps students grasp complex concepts that cannot be easily computed by hand and provides an accessible coding platform with excellent visualization capabilities. MATLAB is also utilized for simulation purposes, allowing engineering students to evaluate complex integrals and summations, as well as undertake signal processing projects.
Researchers frequently rely on MATLAB for data analysis and modeling tasks. Its intuitive interface and programming structures make it an ideal tool for generating graphs and plots for visualization purposes. MATLAB's built-in artificial neural network models have been effectively employed for various studies, including rainfall-runoff modeling, earthquake and wind excitation analysis, and climate data processing.
In industry settings, MATLAB proves its worth by solving complex problems, automating processes, and handling large datasets. It is widely used for prototyping mathematical algorithms in machine learning applications, aiding in product conceptualization through data visualization and mathematical modeling. Additionally, MATLAB finds utility in diverse fields such as power systems simulation, medical research, control systems development, image processing, algorithm prototyping, and automation.
Overall, MATLAB's broad range of applications across academia, research, and industry makes it a valuable asset for individuals and organizations alike. Its adaptable nature enables users to tackle various challenges efficiently while benefiting from its abundant functionalities and user-friendly interface.
Users highly recommend using MATLAB for its versatility and ease of use, especially for tasks in biomedicine, academia, and image processing. They also suggest utilizing MATLAB for modeling and analyzing big data, as well as solving problems that heavily rely on numerical computations.
Users find the license price for MATLAB worth it due to its wide adoption and extensive usage in most companies. They advise starting with simple problems and exploring the detailed documentation available in MATLAB's help menu. Users also recommend working with Mathworks to identify required packages and obtain a realistic price quote.
To optimize code in MATLAB, users suggest receiving proper training and taking advantage of online tutorials and user forums. They recommend searching for pre-defined functions online to streamline code implementation. For an easier learning experience, users suggest using MATLAB on the Windows operating system.
Users find MATLAB suitable for mathematical and computationally intensive tasks, making it the backbone software for engineering students. They recommend keeping the documentation handy while learning MATLAB and suggest considering the frequency of use before purchasing the software.
Furthermore, users highly recommend MATLAB for mathematical computational programming and simulations, as well as computation and simulation tasks in general. They suggest seeking help or referring to tutorials to learn MATLAB effectively. Users also recommend getting a review book to grasp the basics of MATLAB.
Lastly, users believe that MATLAB is an essential tool for business success and a great platform for calculus, problem-solving, and multitasking. They suggest taking a course or introduction to make the most out of MATLAB's capabilities. Users view MATLAB as a versatile software that can be used in any field, especially in engineering.
Despite acknowledging the significant upfront and ongoing cost of MATLAB, users highly recommend it due to its well-designed, well-supported, fast, and robust nature.
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Score 8 out of 10
Vetted Review
Verified User
I have been using MATLAB for quite a long time and we use it quite frequently at Broward. It is constantly used within our research groups and by quite a lot of undergrad and postgraduate students. For the most part, we use the software for simulation purposes and we also interface MATLAB when teaching other program languages such as Fortran, as the engine allows for this. The interface is incredibly intuitive and the modeling of differential equations/integrals allows us to quickly and efficiently process large amounts of data in a short time. Currently, we are running a machine learning course, which teaches the students how to visualize and build neural networks, so building prototypes of these models helps develop an underlying understanding of the mathematics involved.
- MATLAB is great at providing in-depth models and simulations with very little coding, this is particularly useful to non-coders and potential data scientists who know very little or basic understanding of coding languages. The drag and drop components of the software are ideal and its simplicity allows the user to really understand the math behind the simulations running.
- It is fantastic for visualizing data, without being able to properly visualize data is almost useless, MATLAB allows the users to quickly dissect and understand how different data sets affect different variables and so forth.
- It has a wide range of supportive documentation and the online community is very active and engaged. If you ever have any problems, you can always count on someone being there to help you understand what is going on.
- I believe the software is quite expensive, so it is not open to independent parties which is a shame as it is fantastic at what it does, if they could find a way to include independent people rather than mass groups, I think it would really benefit a lot of people.
- The responsiveness of the software is not always the best and this can be very hindering to the user, especially when working with sensitive data/models.
- MATLAB is inefficient in some of its works and sometimes it is not the best tool for the job, there are times when it is quicker to write scripts in Python that run and work much better than they would ever do in MATLAB.
July 12, 2021
Read my review of MATLAB on @TrustRadius
I have been using MATLAB for almost all of my academic stuff. I use it for solving my homework and completing my research. I have used it to do data processing and filtering. I have used the inbuilt artificial neural network models for my work. I used ANN for rainfall-runoff modeling for my research. I have also used it to do earthquake and wind excitation related studies. I have used MATLAB to generate time histories for wind loads and earthquake loads. For all the experiments that I carry out in my research, I use MATLAB for data filtering to remove noise from the obtained experimental results. I have used MATLAB for simple finite element modeling as well.
- It has a very user friendly library which helps users learn this software fairly quickly in a short span of time.
- The graphical user interface provided by the software is really good.
- The code that a person writes allows options for debugging.
- One can visualize the flow of control of their code inside MATLAB.
- I would want for the library to get updated more regularly.
- MATLAB uses a lot of computer memory for running heavy simulations. Its performance could certainly be optimized.
- Apart from this, I think MATLAB is a very powerful software and helps in almost every scenario of engineering.
MATLAB is used within our Data and Analytics team. Since it has a large array of computation library around images and speech, we used it to preprocess images and extract some principal features, also for one project revolving speech modulation we used to test various overlapping frequencies to distort sound. We used an extensive sox library as well its matrix processing capability.
- Rapid prototyping of signal processing applications.
- Ease of testing and comes with a good editor and toolset.
- Data Analytics and Matrix Processing Capabilities.
- It a is costly utililty.
- Software can be made easy and user friendly.
- Makes the system slow and takes up lot of resources.
May 13, 2021
All-Inclusive Powerful Calculator
[MATLAB] is being used by most of the engineering students at Virginia Tech. Most of the time, we use it for simulation purposes. It can also be used to evaluate complex integrals and summation. Its Signal Processing toolbox is very helpful for doing related projects. I also use it as a high-level programming tool.
- Very simple and easy-to-use programming features (m-files)
- Very strong technical toolboxes for almost any engineering needs (esp. in electrical engineering)
- Effective and beautiful plotting features
- Its debugging environment can be improved (could be more similar to C++ or C# editing environments)
- Its new plotting environment is very different from the previous versions! It is improved in options, but a bit hard for an old user to catch up with
- It would have been excellent if Matlab's usage of RAM could be limited. More precisely, I would like to have the option not to let Matlab eat all the memory!
April 26, 2021
MATLAB, The Great
I use MATLAB mainly to develop GUI and scripts to control our electronic products. I also used MATLAB in the University to solve Mathematics and Electronics problems.
In the company, we use MATLAB in the Electronics and Development department, precisely because of the ease of MATLAB when creating GUIs and being able to remotely control the devices we manufacture and test, either through USB, or WiFi or Bluetooth.
- Very powerful console. You can do anything directly through the MATLAB console with no need to write a whole C/C++ program to do simple things.
- Ease of creating a simple and intuitive GUI with a very powerful wizard.
- A lot of professional packages and toolboxes for complex problems resolutions. Like Signal Processing, Image Processing, Calculus, etc.
- The language of programing is like a very nice version of C/C++.
- The handling of the variables is all making for MATLAB, you don't need to pay attention if you are using more memory that you have, for write one example. MATLAB take care of your stuff and optimize it.
- When a GUI start to grow up and have many objects, the performance of it starts to decrease very quickly and start to crash sometimes.
- You can not have more than one function in each file. I mean, you can't make a sort of library in one .m file. If you have different functions, you have to have different files.
- I think that a very good improvement is that MATLAB can understand the C/C++ sentence and data types. I mean, if I have an array of hexadecimal values in C/C++, I can't copy that in MATLAB because I can't use "0xA4" for the A4 hex value, for example.
April 09, 2021
MATLAB as statistical tool
We use [MATLAB] for statistical analysis for our finance and accounting team. [MATLAB] can be used for those analysis that can't be done in excel.
It helps us to analyze sales for different products and and provide ways to visualize Data.
It helps us to analyze sales for different products and and provide ways to visualize Data.
- Great for statistical analysis
- Easy to visualize the code being written into matlab
- It's easy to learn and use and has an user friendly library
- Written codes are easy to debug
- Needs to be more compatible with different programs
- Matlab is slow and crashes a lot
- License is expensive
December 08, 2020
Great but needs improvement on deployment
MATLAB in the company is used to prototype and develop algorithms for image processing and to automate lab equipments it the workplace. We also use it for data analysis. Mostly for image processing and algorithm development, though.
- Good for quick prototyping.
- Quick data analysis on small datasets
- Ease of learning
- Very supportive online help doccumentation
- Extensive user base for questions and a very active community
- Modularity
- Support for object oriented programming
- Making functions available for other languages/ Ability to develop APIs for other languages
September 24, 2020
The most trending tool for mathematical operations, image processing, signal processing.
Score 9 out of 10
Vetted Review
Verified User
MATLAB is a program that is frequently used in numerical calculations. Used for testing, simulation and modeling purposes. Thanks to the ready-to-use functions, it enables us to perform many processes quickly in a short time. It is an application that every engineer should know a little. The fact that their indexes are different compared to other applications is a bit of a reflection in code conversions. It allows many operations with many toolboxes. The resources outside the matworks are minimal. In my undergraduate thesis, I wrote my image processing application on matlab. The MATLAB installation takes up a lot of space on the computer, so installing more than one version on one computer at the same time greatly slows down the computer. Arithmetic operations are quite simple compared to other programming languages. matrix operations, function and data drawing, algorithm development, allows user interface creation.
- Less code can be done by writing many operations.
- Different library support.
- Installation files take up too much space on the computer.
- The computer becomes very slow when MATLAB is on.
- All plugins should be free.
February 27, 2020
MATLAB is quite useful
MATLAB is used for running data analytics, power systems simulations, and optimization studies, often along with third-party platforms like CPLEX and Gurobi.
- User-friendly interface, the learning curve is smooth.
- Plotting functions are diverse, can save a figure in an editable format.
- Interfaces with many tools in different fields
- Subject-specific toolboxes
- Expensive
- Bulky, little slow as the size of input data increases
January 28, 2020
MATLAB as an educational tool
It has been used as a learning tool to teach math concepts that cannot be computed by hand. It is initially taught and introduced and then students are expected to pick it up and learn on their own. It is useful and an easy to learn coding program and excellent visualization tool.
- Numerical computing
- Graphical modeling
- Education tool
- Better UI with Mac/IOs users
November 11, 2019
MATLAB: A Finance Analyst Perspective
MATLAB is primarily used by the geophysics group in our company to understand the geophysical makeup of their wells to add insight for their drilling program.
- The programing language to enable functions is straight forward and fairly intuitive to understand.
- MATLAB does have intro lessons to help end-users become familiar with the MATLAB and its specific programming language.
- MATLAB has an incredible community of users and challenges to further and help end-users to use MATLAB for leisure and professional purposes.
- More examples of how MATLAB can be used in other functional areas such as Finance and Accounting. I can definitely see how MatLab can be used for mathematics and sciences and other statistical uses but it is readily apparent for other areas.
October 07, 2019
MATHLAB for machine learning
Score 8 out of 10
Vetted Review
Verified User
I'm using MATLAB to do my assignments and projects. MATLAB covers any areas including simulation things, solving complex mathematics problems, machine learning, matrix related calculations. I’m working mainly on machine learning, machine vision, and neural networks. So, I must build prototypes of the footprints of those models. Using MATLAB for prototyping save more coding time than other languages.
- MATLAB helps in simulating and modeling systems. We don’t need much coding knowledge to model/simulate systems. We just need to drag and drop components and connect them. Ideal for math students.
- Codes are simple and clear. We don’t want to worry about memory management and other coding rules and regulations. Syntaxes are simple and flexible. There are powerful codes and they can be written in one or two lines.
- MATLAB is ideal for making prototypes. As we don’t want to worry about coding, we can focus totally on the math part.
- Great tool for visualizing data. As I’m doing projects on data science, I know the importance of visualizing data before developing models.
- There should be a guiding program integrated with the software for beginners.
- There should be plugins to import other scripts written in other languages.
- MATLAB should allow users to add or remove features. Thee are unwanted features and functionalities for some users.
August 09, 2019
MATLAB.. computing with learning.
MATLAB is used by our organization for handling various major projects. It has been used throughout the organization. It addresses the major problems of development and handling various projects in object detection and the medical field. It also has got major importance in the field of research and development. It is very helpful for students as well as researchers.
- Latest version include support of deep and machine learning.
- Various tool box for processing and work in various fields.
- Medical image enhancement is one of major use in MATLAB.
- Need improvement in learning module.
- The support for previous version is not available for new version users.
- The signal processing tool box need major changes.
August 09, 2019
MATLAB - my statistical savior!
MATLAB is used by both my lab and the general department. We often utilize this program to perform many of the statistical analyses that are much more difficult to do in excel or by hand. It is also very useful for us to use for creation of codes which we can share with students to use in labs.
- Very easy to write your own operations and share with others
- Great statistical processing capabilities
- Very user friendly for even inexperienced programmers
- It is often difficult to receive help on issues with writing code
- To a new user, it can often be overwhelming to start. A tutorial would be great!
- Better compatibility with other programs
July 30, 2019
One of the key economic modelling tools
MATLAB is primarily used by the Macroeconomists in the Research Department and Macroeconomics and Fiscal Management Teams to solve DSGE and other numerical models, and sometimes do time-series econometric analysis.
- Excellent treatment of linear algebra and matrix manipulation
- Easy and clear syntax
- User friendly interface
- Weak treatment of non-linear problems
- Slow compared to key competitors such as Julia
- Licensing issues make it difficult to work with models and large datasets that require parallelization
March 30, 2019
MATLAB is great for the MATH-intensive problems
It tends to be used by colleagues who have some form of background in engineering and, hence, are familiar with the software. As a scripting software, it is very versatile and is used to handle sizeable data, do data cleaning, perform statistics and visualize data.
- Very versatile
- Good for data wrangling and visualization.
- Other domain-specific packages such as SimBiology can be added on top of base MATLAB.
- Can be pricey for non-academic users.
- Uses 1-based indexing, unlike many other scripting languages.
February 13, 2019
Why I Prefer MatLab over Python
We use MatLab as our go-to engineering to programming platform. Our whole research procedure is vertically integrated using MatLab - we use MatLab's data acquisition toolbox to collect experimental data; its statistical tool-boxes to perform statistical analysis on the collected data and use its general programming interface to post-process the data and to make multi-physics simulation models to study the observed phenomenon.
- Has robust and easy-to-use debugging tools that can help one identify problems in one's codes.
- Rich, well-developed and efficient library of mathematical and statistical functions that one might need to develop models or perform statistical analysis.
- A very active online user community that is a great resource in terms of seeking help when you hit a snag.
- Great help literature (and sometimes videos too) on all tools making it possible for all to train themselves.
- MatLab is pricier than most of its competitors and because of this reason, many organizations are moving towards cheaper alternatives - mostly Python.
- MatLab is inefficient when it comes to performing a large number of iterations. It gets laggy and often crashes. Python is better in this regard.
- There is a limited number of hardware options (mostly NI) that can be connected directly to the data acquisition toolbox.
February 13, 2019
MATLAB: not just a programming environment
MATLAB is used across the entire University. There are network licenses that can be used in the many computer labs across campus, and thus can either be used by instructors within their courses or by students working on a project individually. MATLAB is used primarily to teach concepts of control systems, neural networks and to run computer simulations.
- A great high-level abstraction programming language that's very easy to learn yet extremely powerful for more advanced users to take advantage of its computing capabilities.
- Top notch documentation that's built directly into the programming environment and very well structured courses/workshops can be found online (free).
- Great support team and frequently updated application that's designed to make efficient use of modern Intel processor's available resources.
- Diverse types of licensing (students, professional, organizational) allow for flexible plans and can be customized to include the toolboxes you require for your specific use case.
- MATLAB should have a full free version (without time limit) in order to be more accessible and thus have a greater user community.
- The idea of having toolboxes to work directly with hardware (microcontrollers, single-board computers) is great, but one can tell it isn't updated very frequently and there isn't as much documentation available as with more common resources.
- Our organization had a lot of trouble getting our network licenses to work properly and there wasn't any local service provider that could help us get it to work faster.
December 21, 2018
MATLAB - The powerful platform to solve complicated problems
I am a graduate research assistant and I always use MATLAB for my research purposes, as does my whole research group. Our university also uses this software, especially graduate students. The main use of MATLAB is to create high-quality publishable figures, solve the more complicated problems through coding, fit my data with the curve fitting toolbox, optimize my process using the optimization toolbox and finally, it just makes my research life easier. I love it very much.
- Generating publication quality figures
- Fitting the experimental data with the model using curve fitting toolbox
- Process optimization using the optimization toolbox is easier than on other software
- It seems to me like a calculator which helps me to solve the complicated coding problems
- MATLAB is somewhat expensive.
- The toolboxes are not included with MATLAB as you have to purchase the license for the toolbox, which makes MATLAB very expensive.
- If you have large data, it becomes slow which annoys me a lot.
December 12, 2018
MATLAB Review for Analyst
I use MATLAB myself for data analysis. Sometimes it is easier to use the built-in functions rather than creating functions myself in Excel. So it saves me time.
- built-in function libraries, no need to create new functions most of the time
- MATLAB has interfaces to Python so I sometimes use specific Python modules to pre-process data sources.
- Common data sources are easy to import to MATLAB
- MATLAB is not commonly used in business sense so I do not find many support for business use
- software not open-sourced
December 11, 2018
Fantastic tool to kill engineering problems
MATLAB has been used by mostly all of the engineering programs and so it has been made available to all of the engineering computer labs to solve problems in multiple disciplines, such as product optimization design, spectrum and time series analysis of data, signal process, statistical data analysis and model formulation, and image processing.
- A tremendous collection of functions (mathematics, statistic, financial, etc) have already integrated into MATLAB and free to use for all of the users no matter what type of license users have
- MATLAB Toolbox is pretty powerful. Its GUI interface helps users visualize solutions directly and can generate editable MATLAB code easily for future use.
- MATLAB tutorials are everywhere (online video tutorials, forums, and seminars) and are easy to find. Documentation from MATLAB itself is also clear to follow with few sample questions.
- Although MATLAB language is easy to learn and use, there is still limited interaction between MATLAB and other widely-used programming languages such as Python. Would like to see a language convertor that can convert MATLAB language into other ones.
- It takes much RAM and memory of a computer when processing data in MATLAB, which definitely slows the computational speed.
- To generate an animation for a parametric study, it would take lots of efforts to write the code or proceed with a specified GUI. With some experience with mathematical, I feel mathematical is even easier to use although I was quite new to it at that time.
October 12, 2018
Matlab for data analytics
We use MATLAB to program prototype algorithms for image data analysis. It is being used by our data analysis department in R&D. The model program is then deployed VIA MATLAB into a file we then use in the final system. This is very easy to do with MATLAB.
- Prototype / model algorithms
- Plot data and code
- Deep learning
- Not easy to customize plots/graphs
- Coding can be tediuous
- Sometimes it's slow or laggy.
September 19, 2018
A great tool for developing a product - MATLAB
MATLAB allows you to do matrix multiplication, implement algorithms, create user interfaces, read images, etc., which helps in modelling a product. MATLAB solutions for Deep Learning allow users to design, build, and visualize convolutional neural networks. It has various uses like image processing, Variable precision arithmetic, simplification and manipulation of symbolic expression. These features helped us develop our product perfectly.
- The ability to process a variety of data.
- Interface, Plot figures for reporting.
- Expensive
- Not easy to integrate it with Other softwares.
August 17, 2018
MATLAB is user friendly and displays data conveniently
In my company we use MATLAB for many of our coding needs. We work studying radar data and processing the radar echoes, therefore we deal with huge amounts of data needed to be manipulated with mathematical operations like FFT for example. Most of our scripts are either based in MATLAB or incorporate MATLAB functions.
- Math calculations done easily, no need to add too many libraries or any complicated imports.
- Plotting graphs is user friendly and they look good.
- Keeping data in matrix form is useful, and they are easily accessible and referenced later in the code.
- Easy access to stored matrices of data from the main screen. I really appreciate this feature to continuously double check how data is being saved and also to check the values from time to time.
- Expand the student free versions, as a student it should be more encouraged to obtain free software to practice and learn more.
- Too high price for license, too expensive for private use outside an organization.
June 22, 2018
MATLAB for modeling
I use MATLAB to model the bioenergetics of organisms through the application of the Dynamic Energy Budget Theory (Kooijman, 2000). Through measurements of physiological rates under various environmental conditions, we can predict the response to stress in the natural environment, e.g. climate change predictions.
- linking between files for calling commands is simple and allows for easy organization
- produces clean graphics outputs with user-friendly interface to edit plots
- It is a widely used software so finding online help to problems and roadblocks is pretty easy
- Error messages could be more detailed to help you fix problems in your code