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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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Lecture 02 Part 5: Finite Difference for Heat Equation Matlab Demo, 2016 Numerical Methods for PDE
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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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TrustRadius Insights are summaries of user sentiment data from TrustRadius reviews and, when necessary, 3rd-party data sources. Have feedback on this content? Let us know!
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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.
October 11, 2021
MATLAB Streamlines Data Processing for Scientific Research
Score 8 out of 10
Vetted Review
Verified User
We used MATLAB to import and process raw EEG data gathered using the Muse Brain Sensing Headband as part of a dissertation research project.
- Task automation
- Toolkit development and implementation
- Plotting and graphing of data
- Built-in support for a variety of commonly used file formats
- Productivity tools in the editor such as code-completion
- Integration with source control products
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!
May 07, 2021
MATLAB - a simple, powerful data analysis tool
We use MATLAB for a variety of different functions at NoMo Diagnostics. We do a ton of data analyzation using the software, where we take huge amounts of data and run them through a script that was developed in MATLAB. We also use the software to output graphs and plots from this data to get a visual of a data set.
- MATLAB is very good at helping me create files that I can share anywhere and with anyone. It allows me to write a script and then share it with people so they can open it on the notepad app on their Mac or PC.
- I like that MATLAB can be used on both Mac and PC. I prefer to use a Mac when doing work, so it's nice that you can obtain the software for either operating system, and then work seamlessly between the two.
- MATLAB's help network is extremely vast. Inside the manual, you can find pretty much any function that you could possibly need to use.
- I wish it was easier to go through the help manual to find what you need. If you know the keyword that you need to use, it's very easy to just type that in to the program and it will take you to the proper spot. If you don't know the keyword, it is extremely hard to find what you are looking for sometimes.
- The program itself is not very intuitive for first-time users. Once you get used to the software, it is much more straightforward, but it is hard to just pick it up and begin to use MATLAB.
- Because MATLAB is more of a mathematics and engineering help software, you cannot write a ton of in-depth code using it. If you are looking to develop a whole application for a tablet or something of the like, you need to learn another language.
I am using it for data analysis for my research thesis.
- Advanced Mathematical capabilities
- Efficient
- Great data visualization
- Not as commonly utilized in the analysis industry
- Price tag
We use MATLAB in constructing our software platform, data analytics, neurophysiological data processing, and algorithm development. Our product uses MATLAB to process data captured from neurophysiological sensors in a live environment, and the software connects with a UI to graph live feedback. Furthermore, our science department uses MATLAB to analyze and plot other data to provide insights for our customers.
- Neurophysiological algorithm development, as there are numerous built-in and pre-existing third-party packages to capture data from neuro devices and process it.
- MATLAB is very useful for data analytics, as there are built-in packages to provide out-of-the-box data solutions.
- Code versioning is integrated in MATLAB so that it can easily connect to Bitbucket/Git repositories if you have multiple developers or data scientists working on a single codebase.
- MATLAB can be bulky, requiring a lot of time to install and open.
- Fewer scientists and developers use MATLAB compared to Python these days, making it more difficult to grow a team for a project with the core language written in MATLAB.
- There are fewer third-party packages for MATLAB compared to Python and other programming languages.
- While programs written in MATLAB are highly capable of performing almost any task, it can often be a tricky or "hacky" process to accomplish different tasks that other languages are better suited to do.
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 15, 2021
MATLAB really does it all, but shines best with computations when no other program can!
MATLAB is used across the whole department and simplifies the handling of mass amounts of information and computations. Previously we would attempt to use Excel, which is okay but makes it much harder to visualize your equations. MATLAB also has a lot more well documents commands/functions that make computations and matrix operations tremendously easier than other comparable software. As an engineer I also think it is actually simpler to use than say Python.
- Creating iterative solvers to arrive to an ideal answer or solution for something like a design or optimization problem
- Performing mathematical operations on functions that also have functions nested within them
- Plotting both 2d and 3d graphs with well labeled data
- As with many coding software pieces, it sometimes can be tricky troubleshooting errors in your code.
- Wish testing particular samples of the code was easier
April 09, 2021
MATLAB - great tool for Mathematicians and Engineers
I use MATLAB in many of my courses. Currently, I am using it in an advanced math modeling course (to solve systems of differential equations) and in an advanced mathematical software course. The interface is fairly intuitive and the programming structures are easy to understand, making this software an ideal way to teach mathematical programming to students. MATLAB is a package that many of the students will find in their workplaces when they get out in industry.
- Matrix operations
- Numerical methods
- Plotting
- A bit of a learning curve, especially for those just learning to program
- Error messages could be more informative
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
April 08, 2021
MATLAB is a machine learning friend
I'm using MATLAB to support prototyping efforts in machine learning mathematical algorithms. It's great for getting ideas into a system and capable of performing tests on hypotheses. It's good because it does not require a significant, from-scratch, programming implementation--that saves time and effort, requires a lower level of technical expertise, and ultimately leads to a reduced time to market and better overall solutions once the implementation does finally go into a more extensible language like C++.
- Data visualization
- Complex mathematics
- Multiple options for solving mathematical problems--not just one way to solve each problem.
- Learning the syntax is challenging
- Runtime for some mathematical formulations can be very hardware intensive
- Interoperability with other programming environments is somewhat limited, specifically when you look at the functionality, it's sometimes hard to integrate
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.
April 23, 2020
Review of MATLAB
MATLAB is used as a teaching instrument at the university. We have a class dedicated to the learning of this program. It is the only programming class in the mechanical engineering courses. It is a program used by many companies outside school, so the university is getting us prepared to an extensive use of it.
- Advanced calculus as well as programming, all bundled up together.
- Programming language somewhat similar to other programming software.
- Intuitive built-in tutorials.
- Even though it is pretty similar to other programming tools, there are some differences that are unique to MATLAB that could be changed, such as index starting at 1 instead of 0.
- It would be nice to have premade parts of program, such as counters or comparators.
- Sometimes programming can be daunting. Interactive programming tutorials or video playlist for beginners.
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
May 30, 2019
Very powerful but easy to use
MATLAB is used by our organization mainly within the firmware and software department, but there are several mechanical engineers who also utilize the program. Some of our disciplines also use MATLAB for manipulation of signals and images. For me, the software is used to make programs and functional GUIs.
- Plotting data
- Matrix manipulation
- GUIs
- Price. The cost can be prohibitive.
- Responsiveness of the software
- No autofilling
Our data science team uses MATLAB to quickly prototype algorithms (including ML) and process large datasets with ease. We used to use EXCEL for data analysis, but quickly outgrew the software in need of something more feature rich. Through strong plug-in and community support, we've found that MATLAB is one of the best and most cost-effective tools for the job.
- Cross Platform Support! Our team has Mac/Windows
- Ease of Use. Unlike other tools, MATLAB is really easy to use
- Clean, clear syntax. MATLAB creates clean, readable code
- Array Handling. Why do arrays start at 1 and not 0 like everything else?!
- The program is large and clunky. Takes up a lot of disk space
- Would love to see more ways to export code to use in Python/R.