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Questions tagged [tools]

Use for questions about the different software and hardware used to assist in, and solve, data science problems

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61 votes
10 answers
111k views

IDE alternatives for R programming (RStudio, IntelliJ IDEA, Eclipse, Visual Studio)

I use RStudio for R programming. I remember about solid IDE-s from other technology stacks, like Visual Studio or Eclipse. I have two questions: What other IDE-s than RStudio are used (please ...
IgorS's user avatar
  • 5,474
4 votes
2 answers
17k views

List of used aliases in Tableau

I often get the problem when this or that alias name is already used somewhere, and I can't easily find that variable or aggregation to release the name. Is there some place in Tableau where I can ...
IgorS's user avatar
  • 5,474
28 votes
5 answers
3k views

VM image for data science projects

As there are numerous tools available for data science tasks, and it's cumbersome to install everything and build up a perfect system. Is there a Linux/Mac OS image with Python, R and other open-...
JeanVuda's user avatar
  • 431
11 votes
2 answers
458 views

Book keeping of experiment runs and results

I am a hands on researcher and I like testing out viable solutions, so I tend to run a lot of experiments. For example, if I am calculating a similarity score between documents, I might want to try ...
machine-wisdom's user avatar
-1 votes
2 answers
1k views

NLP lab, linux or windows and which programming languages? [closed]

I would like to do some data mining and NLP experiments to do some research I have decided to use NLTK or related tools and software Which environment or operating system do you suggest for my ...
Ahmad's user avatar
  • 427
6 votes
3 answers
1k views

Summarize and visualize a CSV in Java/Scala?

I would like to summarize (as in R) the contents of a CSV (possibly after loading it, or storing it somewhere, that's not a problem). The summary should contain the quartiles, mean, median, min and ...
Trylks's user avatar
  • 178
2 votes
0 answers
255 views

Making Factual drake work on Windows 7 64-bit [closed]

I have installed Drake on Windows 7 64-bit. I am using JDK 1.7.0_51. I tried both using the pre-compiled jar file and compiling from the Clojure source using leiningen. The resulting Drake version ...
Yuval F's user avatar
  • 761
-3 votes
4 answers
1k views

Looking for Web scraping tool for unstructured data [closed]

I want to scrape some data from a website. I have used import.io but still not much satisfied.. can any of you suggest about it.. whats the best tool to get the unstructured data from web
cap's user avatar
  • 432
11 votes
4 answers
2k views

What initial steps should I use to make sense of large data sets, and what tools should I use?

Caveat: I am a complete beginner when it comes to machine learning, but eager to learn. I have a large dataset and I'm trying to find pattern in it. There may / may not be correlation across the data,...
user3791372's user avatar
1 vote
1 answer
746 views

Any clear winner for Data Science in Scala? [closed]

I have found a number of libraries and tools for data science in Scala, I would like to know about which one has more adoption and which one is gaining adoption at a faster pace and to what extent ...
Trylks's user avatar
  • 178
4 votes
1 answer
90 views

What's the difference between data products and intelligent systems?

Basically, both are software systems that are based on data and algorithms.
user3643160's user avatar
63 votes
9 answers
10k views

Tools and protocol for reproducible data science using Python

I am working on a data science project using Python. The project has several stages. Each stage comprises of taking a data set, using Python scripts, auxiliary data, configuration and parameters, and ...
Yuval F's user avatar
  • 761
4 votes
2 answers
2k views

Do you need a virtual machine for data science?

I am brand new to the field of data science, want to break into it, and there are so many tools out there. These VMs have a lot of software on them, but I haven't been able to find any side-by-side ...
user3659451's user avatar
5 votes
2 answers
2k views

Does anyone use Julia programming language? [closed]

Is anyone using Julia (http://julialang.org/) for professional jobs? Or using it instead of R, Matlab, or Mathematica? Is it a good language? If you have to ...
Raffaello's user avatar
  • 187
11 votes
3 answers
8k views

Best languages for scientific computing [closed]

It seems as though most languages have some number of scientific computing libraries available. Python has Scipy Rust has <...
ragingSloth's user avatar
  • 1,834
9 votes
3 answers
522 views

Google prediction API: What training/prediction methods Google Prediction API employs?

The details of the Google Prediction API are on this page, but I am not able to find any details about the prediction algorithms running behind the API. So far I have gathered that they let you ...
Tahir Akhtar's user avatar
12 votes
2 answers
148 views

Opensource tools for help in mining stream of leader board scores

Consider a stream containing tuples (user, new_score) representing users' scores in an online game. The stream could have 100-1,000 new elements per second. The ...
Tahir Akhtar's user avatar
6 votes
1 answer
190 views

Which Big Data technology stack is most suitable for processing tweets, extracting/expanding URLs and pushing (only) new links into 3rd party system?

(Note: Pulled this question from the list of questions in Area51, but believe the question is self explanatory. That said, believe I get the general intent of the question, and as a result likely able ...
blunders's user avatar
  • 1,932
5 votes
2 answers
733 views

Running an R script programmatically [closed]

I have an R script that generates a report based on the current contents of a database. This database is constantly in flux with records being added/deleted many times each day. How can I ask my ...
rnorberg's user avatar
  • 203
15 votes
2 answers
4k views

What is the difference between Hadoop and noSQL

I heard about many tools / frameworks for helping people to process their data (big data environment). One is called Hadoop and the other is the noSQL concept. What is the difference in point of ...
рüффп's user avatar

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