RStudio Server with Tensorflow-GPU for AWS
RStudio, PBC | 1.4.1103.aws.1Linux/Unix, Ubuntu V18.04 - 64-bit Amazon Machine Image (AMI)
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R Studio Review
What do you like best?
I enjoy that R Studio brings a whole new coding style, and is something that is used in both introductory courses, as well as actual companies.
What do you dislike?
I dislike how R studio is quite senstitive when it comes to capital letters, spacing, etc.
What problems are you solving with the product? What benefits have you realized?
It is by far the easiest way to create all types of graphs, and much easier than Excel or Sheets.
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Statistical analysis
What do you like best?
Very efficient for statistical analysis specially doing tests like t test, chi square or probability.
What do you dislike?
Visualization engine is not great. Very basic visualizations as compared to other platforms out there .
What problems are you solving with the product? What benefits have you realized?
Probability sums which needed lengthy answers on paper and solving complex equations, are now being solved withing seconds with inbuilt R functions.
RStudio for Data Analysis
What do you like best?
Intuitive and easy to use! RStudio is a great vehicle through which to use R, and to visualize data. Additionally, it is very easy to find help online.
What do you dislike?
At times RStudio will crash when running too much data.
What problems are you solving with the product? What benefits have you realized?
I love RStudio for visualizing data in my work on opioid use disorder research.
Awesome IDE for Data analysis and machine learning tasks
What do you like best?
Supports a ton of libraries and so easy to install
What do you dislike?
It could be more good for dashboard designing
What problems are you solving with the product? What benefits have you realized?
I use it for statistical data analysis
Recommendations to others considering the product:
Great environment for solving data science problems
Rstudio Review
What do you like best?
Easy to use layout that allows you to see multiple plots, scripts and the console. Easy library installs.
What do you dislike?
Not much. A big improvement on the base R interface.
What problems are you solving with the product? What benefits have you realized?
More complex distribution fitting and data analysis.
Simplicity for all levels of learning
What do you like best?
The statistical program is very easy to use and it's simplicity makes it appealing as the one of the best options out there.
What do you dislike?
Cannot run on Linux based systens unfortunately
What problems are you solving with the product? What benefits have you realized?
It has enable our team to produce statistical reports and analyse data science quickly and efficiently.
Good analytical tool, but with a steep learning curve
What do you like best?
Being able to complete statistical analysis quickly.
Plethora of packages available.
Plethora of packages available.
What do you dislike?
Coding is difficult to learn and not always the most intuitive.
What problems are you solving with the product? What benefits have you realized?
Quick analysis. Projection models
Best Data Science tool
What do you like best?
The cross-disciplinary tool between data, geospatial information, and web mapping
What do you dislike?
Fewer tutorials for beginners to learn and get familiar with the product. Setting a 10-short-video startup to get the layman person to be familiar with the software is key as big data is becoming an important component in the private sector
What problems are you solving with the product? What benefits have you realized?
Big Data analysis looking at health and economic characteristics in geographies of the US Midwest
Recommendations to others considering the product:
Start by solving a sample case from an online forum to understand how to talk to the tool
Outstanding environment for statistical computation
What do you like best?
Rstudio is not only an incredible graphical interface for R language but it represents a complete (the most one) user and development environment. With Rstudio is very easy, for instance, to automatically import datasets and to navigate through source files and workspaces without write any line of code. Plus, it allows for a very efficient management of the generated plots and of the command flow. Eventually, Rstudio is a must-to-have tool for any R user.
What do you dislike?
It's very hard to find some cons about Rstudio. Maybe, some graphical components could be more visually appreciable with an icon restyling
What problems are you solving with the product? What benefits have you realized?
When I have to proceed with statistical hypothesis, post-hoc analyses and descriptive statistics, including plotting, I heavily use Rstudio for that.
Great gui for R
What do you like best?
Very easy to use even for beginners. A nice interface for the powerful R language with emphasis in plots and viewing data.
What do you dislike?
You need to have a good command of R to start working with it. Using different R versions is not that easy.
What problems are you solving with the product? What benefits have you realized?
Data analysis and plotting.
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