Posit Workbench x86_64 AMI (DEPRECATED)
Posit (Legacy- see link for latest) | 2023.12.1Linux/Unix, Ubuntu 22.04 - 64-bit Amazon Machine Image (AMI)
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Basic to work in data science related jobs
What do you like best about the product?
Versatile and simpler than R interface itself. You can customize it to create everything you can think of. Also you have a big community behind this tool, so you may discover the answer to your business problems easy through a solution or ideas in a forum or specialized website.
What do you dislike about the product?
At first is difficult to know how access new packages or new tools to improve your work, so it could be very frustrating at first without learning tools.
What problems is the product solving and how is that benefiting you?
Analyze data mainly to resolve business problems and data visualization graphs, but you can process and manipulate the data too.
Recommendations to others considering the product:
I think it's a very good choice. It's cheap and also very powerful tool.
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RStudio on predictive analysis and data homogenization
What do you like best about the product?
The integration with PowerBi is a great help on our Reporting systems
What do you dislike about the product?
I had issues changing the folder of the suite. The program started to crash
What problems is the product solving and how is that benefiting you?
It is a good environment tondevelop. We are using it to develop code to run in oir PowerBi reports. We complete and clean out data
Rstudio is great
What do you like best about the product?
How customizable it is and the fact that it is so easy visualize my code and data.
What do you dislike about the product?
There is not very much that I dislike about Rstudio.
What problems is the product solving and how is that benefiting you?
How easy it is to visualize and understand temporal trends on variables.
Recommendations to others considering the product:
Similar to spyder for Python. Intuitive and simple.
Por que deberías usar Rstudio!
What do you like best about the product?
RStudio es increíble. Me encanta el hecho de que sea de código abierto, y funciona a la perfección con R. Hay tantos paquetes desarrollados por otros que se pueden obtener fácilmente de CRAN o Bioconductor, por lo que realizar análisis es muy intuitivo y fácil de usar. Todas las funciones también vienen con buena documentación y un montón de ejemplos para seguir a lo largo, que fue tremendamente útil cuando estaba empezando como un usuario principiante lats año.
What do you dislike about the product?
A veces encuentro que escribir tus propios paquetes o programas para hacer cálculos no es tan sencillo. Por ejemplo, intenté escribir una función que clasificara un conjunto de productos y realizara un cálculo de similitud entre los proveedores. Escribir nuevas funciones desde cero fue un poco difícil para mí, ya que no encontré muy buena documentación que fuera fácil de seguir. He tenido que confiar en los paquetes de otros, que también han funcionado bien.
What problems is the product solving and how is that benefiting you?
Estoy usando RStudio para ejecutar análisis predictivos, específicamente estoy tratando de predecir las ventas para una semana determinada basado en predictores tales como el número de visitas a nuestro sitio web, los enlaces en los que los usuarios hacen clic, su historial de compras, etc. RStudio tiene muy buenas funciones para construir modelos de regresión y aprendizaje de máquina para este tipo de trabajo. Me di cuenta de que el mayor beneficio es que es gratuito. Anteriormente usaba Stata, por lo que tuve que pagar.
Recommendations to others considering the product:
Definitivamente recomendable - es gratis para todos, lo que es especialmente un gran beneficio para los estudiantes. Utilícelo más en clases para exponer a los estudiantes a una variedad de tareas de visualización, modelado y minería de datos.
R Studio for Sports Analytics
What do you like best about the product?
It's fairly easy to import data into R Studio. It is helpful to be able to write multiple scripts simultaneously in the Editor. The console displays the results of the script outcome and/or displays any errors.
What do you dislike about the product?
The Console does not save the output. It would be helpful if the console saved the output in different sections/windows for each corresponding script.
What problems is the product solving and how is that benefiting you?
I analyzed MLB sport related data. There were two datasets imported into R Studio, one for players and one for teams. I cleaned up the data. Dataframes were then created to merge and store the data. By creating the data frames and running the scripts, the sports stats became easier to analyze.
Recommendations to others considering the product:
I would definitely recommend R Studio to others, but it is import to learning the programming language first. It is also very important to learn how to clean up the data first through the appropriate script.
R studio review
What do you like best about the product?
It is free and open source which is really nice. It is pretty easy to work on. Far easy tha. Any R console. Layout is very simple and intuitive.
What do you dislike about the product?
I feel that changing the size of window automatically is hard. Project usage is also kind of complex.
What problems is the product solving and how is that benefiting you?
We use Rstudio when we need to work with datasets and when we need to analyze and visualize the data to make any prediction.
R studio makes it easy to work on because of its simple and intuitive layout. I never faced any issue related to Rstudio.
R studio makes it easy to work on because of its simple and intuitive layout. I never faced any issue related to Rstudio.
Effective data analytics
What do you like best about the product?
Easy to start, faster connection with data sources, on the job help
What do you dislike about the product?
it is not so easy to delete created data objects
What problems is the product solving and how is that benefiting you?
when you have big excel files with many columns, it helps to correlate data easily with different columns and different rows.
Recommendations to others considering the product:
If you are interested in more dedicated analytics of data on excel files, it is the essential tool.
Still the best IDE for R
What do you like best about the product?
I like how the script, console, help bar and all your variables can be viewed all at once. Very easy to learn.
What do you dislike about the product?
Can't seem to be able to customize font and font color? If that is possible it's not very obvious to users
What problems is the product solving and how is that benefiting you?
Used for predictive modeling and data visualization for scientific research
R usage in Data Analytics
What do you like best about the product?
The analysis done using R...and its easy to do statistical computations and graphical representation of data makes its easy .Main useful areas are : Data visualizations,R MarkDown Reports and shiny applications to a big pipeline.
What do you dislike about the product?
Not used by major companies in the market.Out of many tools, R is popular but people still use other languages.
What problems is the product solving and how is that benefiting you?
Easy way of writing scripts,makes it convenient to interact with objects stored in the environment, makes graphics more accessible to even a normal user.
Recommendations to others considering the product:
Many people chose python but R is also equally useful.
R studio helps perform statistical analysis
What do you like best about the product?
The best feature is that its an open source..libraries and packages are available free ..also the plotting can be done using just one line of code.
What do you dislike about the product?
The limit on the no of records it can load into hadoop at a time.
What problems is the product solving and how is that benefiting you?
Its opensource so the business didnt had to bother about cost. Also you can practise the code at home..so gives you an opportunity to xplore.
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