Ankieta Data Science Polska 2017 wyniki
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1
Timestamp
Which language do you use?
What IDE do you use most often?
What is the amout of data you work with?
Where do you usually store the data?
Where do you perform your computations?
What annoys you the most about your daily work? (max. 3 anwsers please)
What additional tools do you use?
What do you do?
How big is your project team?
What is your experience in software development?
What is your field of interest?
How do you develop you data science skills?
How often do you launch publicly available projects? (from GitHub, blogs, publications, etc)
Which machine learning APIs do you use?
Please select the communities you are an active member of
Any comments about our community or the survey?
What do you usually do when you are stuck with a machine learning problem?
Have you ever bought an online course?
What is your main source of income?
2
18/08/2017 16:15:02
Python, R, Scala
IntelliJ> 100 TB
Amazon S3, Cloud HDFS
AWS Cloud, Google Cloud
Library conflicts in different projects, Difficulties in sharing the project with my team
Jupiter Notebook/Lab, Apache Spark, Apache Hadoop, Tableau
I'm data science consultant, I help other companies to use machine learning and data science, I work for a company building our own products, I'm building machine learning models for my company
More then 10 people
> 5 years
Data Visualisation, Big data management, Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
Google Machine Learning Engine
Groups on Reddit
Banana!
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy an online course, there are so many free materials
3
17/08/2017 11:41:46RR Studio100 GB - 1 TB
Dedicated disk array
My PC / Laptop
Library conflicts in different projects, Archiving and restoring old projects, Preparing the data for further work
SAS Business Intelligence
I analyze data (reports, visualization, statistical analysis, etc)
3-5 peopleNone
Big data management
I check the code of interesting projects on GitHub, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
4
18/08/2017 13:11:25RR Studio< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
The storage and transfer of data, Blocking my machine for computing purposes, Figuring out the right machine learning algorithm parameters
None
I'm teaching at university, I analyze data (reports, visualization, statistical analysis, etc), I am a PhD Student
2-3 peopleNone
Data Visualisation, Big data management
I read science publications, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I launch only the projects that help me solve my current work challanges
I don't use any
ResearchGate, Quora
I'm asking a question at stackoverflow, I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
5
19/08/2017 09:07:00Python, RR Studio1 - 10 GBLocal harddrive
My PC / Laptop, AWS Cloud
The storage and transfer of data, Preparing the data for further work
None
I'm studying math and/or computer science, I work for a company building our own products
2-3 people< 2 years
Computer Vision, Natural Language Processing, Recommender systems
I read science publications, I read technical blogs, I read industry related books, I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook, Groups on LinkedIn
I'm asking a question at quora, I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
6
21/08/2017 14:17:05Python, RR Studio10 - 100 GB
Local harddrive, Dedicated disk array, Amazon S3, Google Cloud Storage, Private HDFS
My PC / Laptop, AWS Cloud, Google Cloud, Company HDFS
The storage and transfer of data, Waiting for access to computing resources, Figuring out the right machine learning algorithm parameters
Jupiter Notebook/Lab, Apache Hadoop, Tableau
I'm data science consultant, I help other companies to use machine learning and data science, I analyze data (reports, visualization, statistical analysis, etc)
I work alone> 5 years
Computer Vision, Natural Language Processing, Data Visualisation, Big data management
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
Google Machine Learning Engine, Azure Machine Learning
Kaggle, Groups on LinkedIn
I'm asking a question at stackoverflow, I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent between $41 - $100
7
20/08/2017 09:43:00Python, C++PyCharm< 1 GBLocal harddriveMy PC / Laptop
Library conflicts in different projects, The storage and transfer of data, Waiting for access to computing resources
Jupiter Notebook/Lab
I'm studying math and/or computer science
I work alone2-5 years
Computer Vision, Natural Language Processing
I check the code of interesting projects on GitHub, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I launch only the projects that help me solve my current work challanges
I don't use anyNone
I found this blog by facebook and I really enjoy it.
I'm asking a question at stackoverflow, Google it
No, I will never buy an online course, there are so many free materials
8
17/08/2017 08:06:01PythonPyCharm< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
Library conflicts in different projects, Preparing the data for further work, Waiting for access to computing resources
Jupiter Notebook/Lab, Mysql workbench
I work for a company building our own products, I'm building machine learning models for my company
3-5 people< 2 years
Natural Language Processing, Estimators
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos, I take part in Kaggles competitions
I don't have time for launching them
I don't use any
Kaggle, Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
9
21/08/2017 13:14:39Python
jupyter notebook
< 1 GB
Local harddrive, Dedicated disk array
My PC / Laptop
Preparing the data for further work
Jupiter Notebook/Lab, Tableau
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
I work alone< 2 years
Data Visualisation, Planning and scheduling
I read science publications, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
I'm not active member of any communities
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent more $100
10
17/08/2017 01:16:15
Python, Scala, java
Atom10 - 100 GBLocal harddriveMy PC / Laptop
Poluting the operating system with additional packages, Archiving and restoring old projects, Blocking my machine for computing purposes
Apache Spark
I'm studying math and/or computer science
I work alone2-5 years
Natural Language Processing, Recommender systems
I read technical blogs, I attend meetups and conferences
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group, I'm consulting it with my coworkers
Yes, I have spent between $41 - $100
11
17/08/2017 15:18:54Python, RR Studio1 - 10 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
Library conflicts in different projects, Waiting for access to computing resources
None
I'm teaching at university, I analyze data (reports, visualization, statistical analysis, etc)
3-5 people> 5 years
Data Visualisation
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.)
Never, due to NDAs.
I don't use any
ResearchGate, Kaggle, Groups on Facebook
Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
12
17/08/2017 08:15:34RR Studio< 1 GBLocal harddriveMy PC / Laptop
Preparing the data for further work, Difficulties in sharing the project with my team, Figuring out the right machine learning algorithm parameters
H20
I analyze data (reports, visualization, statistical analysis, etc)
I work alone< 2 years
Natural Language Processing, Data Visualisation, Planning and scheduling
I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use anyStackoverflow
I'm asking a question at stackoverflow
No, but I plan to buy
13
21/08/2017 13:03:16Python, RPyCharm< 1 GBLocal harddriveMy PC / Laptop
Library conflicts in different projects, Archiving and restoring old projects, Preparing the data for further work
Apache Spark, SAS Business Intelligence
I'm studying math and/or computer science
I work aloneNone
Data Visualisation, Financial Scoring Models, Big data management, Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook, Groups on LinkedIn, StackOverflow
I'm asking a question at quora, I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
14
17/08/2017 22:41:52PythonPyCharm1 - 10 GB
Local harddrive, Dedicated disk array
My PC / Laptop
Blocking my machine for computing purposes
Jupiter Notebook/Lab
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
3-5 people< 2 years
Data Visualisation, Robotics, Planning and scheduling
I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Reddit
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
Yes, I have spent between $41 - $100
15
19/08/2017 22:23:10RR Studio< 1 GB
Local harddrive, Google Cloud Storage
My PC / Laptop
Poluting the operating system with additional packages, Blocking my machine for computing purposes, Difficulties in sharing the project with my team
None
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Natural Language Processing, Robotics
I read science publications, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use any
Groups on Facebook
That survey is really great. It asks about the most important things in ML
I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group, I'm consulting it with my coworkers
No, but I plan to buy some
16
17/08/2017 12:37:23RR Studio< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop
Library conflicts in different projects, Finding the right machine learning model
None
I'm studying math and/or computer science
I work aloneNone
Computer Vision, Robotics
I read science publications, I read technical blogs
I don't launch projects because they often don't work
I don't use any
Kaggle, Groups on Facebook
Brak
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
17
15/08/2017 00:11:18Python
Visual Studio Code
1 - 10 GBLocal harddrive
My PC / Laptop, A dedicated company server
Poluting the operating system with additional packages, The storage and transfer of data, Blocking my machine for computing purposes
none
I'm teaching at high school or college, I work for a company building software for clients, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning projects
2-3 people> 5 years
Computer Vision, Natural Language Processing
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook
nie mam nic do dodania
18
17/08/2017 01:12:11Python, RR Studio10 - 100 GB
Dedicated disk array
My PC / Laptop, A dedicated company server
The storage and transfer of data, Archiving and restoring old projects
Jupiter Notebook/Lab, SPSS Modeler
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
3-5 people2-5 years
Data Visualisation, Financial Scoring Models
I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use any
Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
19
17/08/2017 12:01:12PythonVim< 1 GB
Local harddrive, Dedicated disk array
My PC / Laptop, A dedicated company server
Preparing the data for further work, Waiting for access to computing resources
Jupiter Notebook/Lab
I'm studying math and/or computer science, I'm building machine learning models for my company
2-3 people< 2 years
Computer Vision, Recommender systems
I read science publications, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
PyTorch, scikit-learn
ResearchGate, Kaggle, Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy
20
17/08/2017 21:18:36PythonSpyder, ipython1 - 10 GBLocal harddrive
My PC / Laptop, A dedicated company server
Preparing the data for further work, Waiting for access to computing resources
Jupiter Notebook/Lab
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
5-10 people< 2 years
Computer Vision, Natural Language Processing, Data Visualisation, Big data management
I read technical blogs, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook, Groups on LinkedIn
Good job Man.
I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group
Yes, I have spent between $41 - $100
21
17/08/2017 12:13:18RR Studio< 1 GB
Local harddrive, Private HDFS
My PC / Laptop
Blocking my machine for computing purposes, Waiting for access to computing resources
Apache Spark, Apache Hadoop
I work for a company building software for clients, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
3-5 people2-5 years
Data Visualisation, Financial Scoring Models, Recommender systems
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I launch projects very often
Azure Machine Learning
Kaggle, Groups on Facebook, KDnuggets
I'm asking a question at my machine learning community group, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
22
19/08/2017 07:23:42Python, RR Studio10 -100 TB
Amazon S3, Private HDFS
AWS Cloud
The storage and transfer of data, Waiting for access to computing resources
Jupiter Notebook/Lab, Apache Spark, Apache Hadoop
I work for a company building our own products, I'm building machine learning models for my company
5-10 people2-5 years
Computer Vision, Natural Language Processing, Big data management
I read science publications, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.)
I launch only the projects that help me solve my current work challanges
I don't use any
Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent between $41 - $100
23
20/08/2017 22:22:01
R, Scala, Java, bash
R Studio100 GB - 1 TB
Local harddrive, Dedicated disk array, Microsoft Azure Storage, Cloud HDFS, Private HDFS
My PC / Laptop, A dedicated company server, AWS Cloud, Microsoft Cloud
low quality data
Apache Spark, Apache Hadoop, Tableau, dataiku, vertica, spotfire
I'm data science consultant, I help other companies to use machine learning and data science, I work for a company building software for clients, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
More then 10 people
> 5 years
Natural Language Processing, Data Visualisation
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I take part in Kaggles competitions
I don't have time for launching them
I don't use anyKaggle
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy an online course, there are so many free materials
24
17/08/2017 11:11:46Python, RPyCharm1 - 10 GBLocal harddriveMy PC / Laptop
Poluting the operating system with additional packages, Preparing the data for further work, Figuring out the right machine learning algorithm parameters
Jupiter Notebook/Lab, Apache Spark, Apache Hadoop
I work for a company building software for clients, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
I work alone> 5 years
Data Visualisation, Big data management, Recommender systems, prediction
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books, I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I don't have time for launching them
I don't use anyKaggle
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent more $100
25
21/08/2017 15:46:22PythonPyCharm< 1 GBLocal harddriveMy PC / Laptop
Poluting the operating system with additional packages
Jupiter Notebook/Lab
I work for a company building software for clients
5-10 people> 5 years
Computer Vision, Natural Language Processing, Robotics
I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I don't have time for launching them
Google Machine Learning Engine
Kaggle, Groups on Facebook, Groups on LinkedIn
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
26
21/08/2017 13:56:18PythonPyCharm< 1 GBLocal harddriveMy PC / Laptop
Archiving and restoring old projects, Preparing the data for further work
Jupiter Notebook/Lab
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people< 2 years
Natural Language Processing, Data Visualisation, Big data management
I read science publications, I read technical blogs, I attend meetups and conferences
I don't have time for launching them
I don't use any
Groups on Facebook
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, I will never buy an online course, there are so many free materials
27
17/08/2017 07:13:32
Python, R, Octave, Scala
R Studio1 - 10 GBCloud HDFS
A dedicated company server
Library conflicts in different projects, Difficulties in sharing the project with my team, Waiting for access to computing resources
Apache Spark, Tableau
I'm studying math and/or computer science, I work for a company building our own products
More then 10 people
< 2 years
Data Visualisation, Big data management, Recommender systems, Planning and scheduling
I read science publications, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Kaggle, Groups on Reddit, Groups on Facebook, KDnuggets
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, I will never buy online course, there are so many free mateirals
28
18/08/2017 20:18:44Python, RR Studio< 1 GBLocal harddriveMy PC / Laptop
Archiving and restoring old projects, Preparing the data for further work, Difficulties in sharing the project with my team
Apache Spark, Apache Hadoop, Tableau
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Natural Language Processing, Data Visualisation, Financial Scoring Models
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use anyKaggle
I'm asking a question at quora, I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group
No, I will never buy an online course, there are so many free materials
29
17/08/2017 17:06:06PythonPyCharm1 - 10 GBLocal harddrive
My PC / Laptop, AWS Cloud, Microsoft Cloud
The storage and transfer of data, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Apache Spark
I'm studying math and/or computer science
I work alone< 2 years
Computer Vision, Data Visualisation, Robotics, Big data management
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
IBM Watson
Groups on Facebook, Quora
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, I will never buy an online course, there are so many free materials
30
17/08/2017 18:37:20Python, RR Studio1 - 10 GB
Local harddrive, Private HDFS
My PC / Laptop, A dedicated company server
Preparing the data for further work, Difficulties in sharing the project with my team, Finding the right machine learning model
Jupiter Notebook/Lab
I'm studying other classes then math and computer science, I work for a company building software for clients, I'm building machine learning models for my company
3-5 people< 2 years
Data Visualisation, Financial Scoring Models, Time series analytics
I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.)
I don't launch projects because they often don't work
I don't use any
Im pasive member od quora, Facebook groups, kaggle and course groups on Course.
I'm consulting it with my coworkers
No, but I plan to buy some
31
17/08/2017 11:33:15Python, RR Studio< 1 GBLocal harddriveMy PC / Laptop
Archiving and restoring old projects, Waiting for access to computing resources, Figuring out the right machine learning algorithm parameters
None
I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNoneGIS
I check the code of interesting projects on GitHub, I read technical blogs, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use any
Groups on Facebook
No
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
32
21/08/2017 12:25:10
Python, R, Octave
Atom100 GB - 1 TB
Local harddrive, Private HDFS, OVH Object Storage
My PC / Laptop, A dedicated company server
Preparing the data for further work
Jupiter Notebook/Lab, Apache Spark
I'm data science consultant, I help other companies to use machine learning and data science, I work for a company building software for clients, I'm building machine learning models for my company
More then 10 people
> 5 years
Computer Vision, Natural Language Processing, Speech To Text, Audio Content Analysis
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent between $41 - $100
33
17/08/2017 08:12:03PythonPyCharm< 1 GBLocal harddriveMy PC / Laptop
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
None
I'm building machine learning models for my company
I work alone< 2 years
Computer Vision
I read science publications, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Kaggle, Groups on Facebook, KDnuggets, Quora
I'm asking a question at quora, I'm asking a question at stackoverflow
No, I will never buy online course, there are so many free mateirals
34
15/08/2017 08:22:30RR Studio< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
The storage and transfer of data, Blocking my machine for computing purposes, Preparing the data for further work
Apache Spark
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people2-5 years
Natural Language Processing, Data Visualisation, Financial Scoring Models, Big data management, Recommender systems
I read technical blogs, I attend meetups and conferences, I use online courses, I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
Azure Machine Learning
Kaggle, Groups on Facebook
35
17/08/2017 12:59:52Python, R, JavaAtom< 1 GB
Local harddrive, Dedicated disk array, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
Library conflicts in different projects, Archiving and restoring old projects, Blocking my machine for computing purposes
Jupiter Notebook/Lab
I'm studying other classes then math and computer science, I run data science training for companies, I work for a company building software for clients, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
5-10 people2-5 years
Natural Language Processing, Data Visualisation
I check the code of interesting projects on GitHub, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos, I take part in Kaggles competitions
I launch only the projects that help me solve my current work challanges
I don't use any
Kaggle, Groups on Facebook, meetups
I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group, I'm consulting it with my coworkers
No, I will never buy online course, there are so many free mateirals
36
21/08/2017 13:10:02
Python, R, Julia, Scala
Visual Studio Code
10 - 100 GB
Local harddrive, Dedicated disk array
My PC / Laptop
Library conflicts in different projects, The storage and transfer of data, Preparing the data for further work
Jupiter Notebook/Lab, Apache Spark
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
I work alone> 5 yearsProcess control
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books
I don't have time for launching them
Google Machine Learning Engine, Azure Machine Learning
Kaggle, Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
37
17/08/2017 15:56:30PythonPyCharm1 - 10 GBLocal harddrive
My PC / Laptop, A dedicated company server
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
None
I'm building machine learning models for my company
I work alone< 2 years
Computer Vision, Robotics
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.)
I don't launch projects because they often don't work
I don't use any
Groups on LinkedIn
I'm asking a question at stackoverflow
No, but I plan to buy some
38
18/08/2017 19:00:15Python, RPyCharm< 1 GB
Local harddrive, Google Cloud Storage
My PC / Laptop
Library conflicts in different projects, Poluting the operating system with additional packages
Jupiter Notebook/Lab
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc)
I work alone2-5 years
Computer Vision, Recommender systems
I read science publications, I read industry related books
I don't have time for launching them
Azure Machine Learning
Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
Yes, I have spent between $41 - $100
39
17/08/2017 09:26:26RR Studio< 1 GB
Amazon S3, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop
The storage and transfer of data, Archiving and restoring old projects, Blocking my machine for computing purposes
Jupiter Notebook/Lab, Qlik, PDI
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Computer Vision, Data Visualisation, Big data management
I read science publications, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on LinkedIn
Nothing to complain, good work!
I'm asking a question at quora, I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group
Yes, I have spent less then $40
40
17/08/2017 22:07:32RR Studio100 GB - 1 TB
Amazon S3, Amazon Redshift
My PC / Laptop, AWS Cloud
Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Tableau, RMarkdown
I'm data science consultant, I help other companies to use machine learning and data science, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
3-5 people2-5 years
Computer Vision, Natural Language Processing, Data Visualisation, Recommender systems, Planning and scheduling, Reinforcement learning
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I don't have time for launching them
I don't use any
Groups on Facebook, Quora
Good luck with your project! :)
I'm asking a question at my machine learning community group, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent more $100
41
19/08/2017 13:15:37ScalaIntelliJ1 - 10 GBLocal harddrive
My PC / Laptop, A dedicated company server
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Apache Spark, MongoDB
I work for a company building software for clients, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
More then 10 people
> 5 years
Financial Scoring Models, Recommender systems, Planning and scheduling
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
KDnuggets, Quora
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
42
17/08/2017 20:13:58Python
Visual Studio Code
< 1 GB
Local harddrive, Dedicated disk array
My PC / Laptop
Finding the right machine learning model
Jupiter Notebook/Lab
I work for a company building software for clients
2-3 people> 5 years
Computer Vision, Data Visualisation, Planning and scheduling
I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books
I don't have time for launching them
I don't use any
Groups on Facebook
No
I'm consulting it with my coworkers
No, but I plan to buy some
43
17/08/2017 20:14:00Python
Visual Studio Code
< 1 GB
Local harddrive, Dedicated disk array
My PC / Laptop
Finding the right machine learning model
Jupiter Notebook/Lab
I work for a company building software for clients
2-3 people> 5 years
Computer Vision, Data Visualisation, Planning and scheduling
I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books
I don't have time for launching them
I don't use any
Groups on Facebook
No
I'm consulting it with my coworkers
No, but I plan to buy some
44
21/08/2017 12:25:02Python, RR Studio< 1 GBLocal harddriveMy PC / Laptop
Blocking my machine for computing purposes, Preparing the data for further work, Figuring out the right machine learning algorithm parameters
Tableau, Qlik
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
5-10 people< 2 years
Computer Vision, Natural Language Processing, Data Visualisation
I read science publications, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I take part in Kaggles competitions
I don't have time for launching them
I don't use any
ResearchGate, Kaggle, KDnuggets
No
I'm asking a question at stackoverflow
Yes, I have spent less then $40
45
17/08/2017 22:56:39ScalaAtom< 1 GBLocal harddriveMy PC / Laptop
The storage and transfer of data
Apache Spark
I'm studying math and/or computer science
I work alone< 2 years
Big data management
I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.)
I don't have time for launching them
I don't use any, Spark mllib
NoneNope
I'm asking a question at stackoverflow
Yes, I have spent less then $40
46
15/08/2017 12:27:40PythonPyCharm1 - 10 GBLocal harddriveMy PC / Laptop
Archiving and restoring old projects, Blocking my machine for computing purposes, Difficulties in sharing the project with my team
Jupiter Notebook/Lab
I'm studying math and/or computer science, I work for a company building our own products, I'm building machine learning projects
3-5 people2-5 years
Computer Vision, Natural Language Processing
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I use online courses, I watch YouTube videos
I don't launch projects because they often don't work
I don't use anynone
47
16/08/2017 23:16:08PythonSublime Text< 1 GBLocal harddriveMy PC / Laptop
Finding the right machine learning model
Jupiter Notebook/Lab
UmI work alone> 5 years
Financial Scoring Models, Planning and scheduling
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't have time for launching them
I don't use anyKaggle
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
48
16/08/2017 23:38:33PythonIDLE< 1 GBLocal harddriveMy PC / Laptop
Archiving and restoring old projects, Blocking my machine for computing purposes
None
I'm studying math and/or computer science
I work alone> 5 years
Natural Language Processing
I read science publications, I read industry related books, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use anyResearchGate
Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
49
16/08/2017 23:39:41Python
Visual Studio Code
1 - 10 GBLocal harddriveMy PC / Laptop
Library conflicts in different projects, Finding the right machine learning model
None
I'm studying math and/or computer science, I'm studying other classes then math and computer science
2-3 people< 2 years
Computer Vision, Natural Language Processing, Robotics
I read science publications, I check the code of interesting projects on GitHub, I watch YouTube videos
I don't launch projects because they often don't work
I don't use any
Groups on Facebook
I'm asking a question at stackoverflow
No, but I plan to buy
50
16/08/2017 23:49:42PythonPyCharm< 1 GBLocal harddriveMy PC / Laptop
Library conflicts in different projects
SAS Business Intelligence
I'm studying math and/or computer science
I work aloneNone
Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook
I'm asking a question at quora, I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
51
16/08/2017 23:55:47PythonJupyter1 - 10 GBLocal harddriveMy PC / Laptop
Figuring out the right machine learning algorithm parameters, Long time of training neural networks
None
I'm teaching at university, I run data science training for companies, I'm PhD student
I work aloneNone
Natural Language Processing, Recommender systems
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.)
I launch only the projects that help me solve my current work challanges
I don't use anyNone
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
52
17/08/2017 00:20:46RR Studio< 1 GBLocal harddriveMy PC / Laptop
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Tableau
I'm studying other classes then math and computer science
I work aloneNone
Natural Language Processing, Data Visualisation
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Kaggle, Groups on Reddit, Groups on Facebook, Groups on LinkedIn, KDnuggets
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
53
17/08/2017 01:04:27PythonVim :-)100 GB - 1 TB
Dedicated disk array, An online drive (Dropbox, One Drive, Google Drive, etc.)
University cluster
Poluting the operating system with additional packages, Archiving and restoring old projects, Blocking my machine for computing purposes
Jupiter Notebook/Lab
I'm studying physics
2-3 people> 5 years
Natural Language Processing, Robotics
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs
I launch only the projects that help me solve my current work challanges
I don't use any
Groups on Facebook, Groups on LinkedIn
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
54
17/08/2017 01:30:47Python
Visual Studio Code
1 - 10 GBLocal harddriveMy PC / Laptop
Library conflicts in different projects, Poluting the operating system with additional packages, Figuring out the right machine learning algorithm parameters
NoneHobbyI work alone< 2 years
Computer Vision, Data Visualisation
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I watch YouTube videos
I launch projects very often
I don't use any
Groups on Facebook
Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
55
17/08/2017 01:45:52RR Studio1 - 10 GB
Local harddrive, Dedicated disk array
My PC / Laptop
Blocking my machine for computing purposes, Preparing the data for further work, Difficulties in sharing the project with my team
None
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
2-3 people2-5 years
Computer Vision, Data Visualisation, Big data management, Recommender systems, Planning and scheduling
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I don't have time for launching them
I don't use any
Kaggle, stackoverflow
I'm asking a question at stackoverflow
Yes, I have spent more $100
56
17/08/2017 07:02:59C#
Visual Studio Code
< 1 GB
Google Cloud Storage, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, Google Cloud
Library conflicts in different projects
None
I'm studying math and/or computer science, I work for a company building software for clients
2-3 people< 2 years
Computer Vision, Data Visualisation, Big data management
I read code
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook
Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
57
17/08/2017 07:05:38R, Octave
Visual Studio Code
< 1 GBLocal harddrive
My PC / Laptop, AWS Cloud
Library conflicts in different projects, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Jupiter Notebook/Lab, Apache Spark
I'm studying math and/or computer science
I work alone< 2 years
Data Visualisation
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't launch projects because they often don't work
Google Machine Learning Engine
Quora
I'm asking a question at quora, I'm asking a question at stackoverflow
Yes, I have spent less then $40
58
17/08/2017 07:21:02Python, Octave
Visual Studio Code
1 - 10 GB
Local harddrive, Dedicated disk array, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
Blocking my machine for computing purposes, Waiting for access to computing resources
SAS Business Intelligence
I'm teaching at university, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people< 2 years
Computer Vision, Big data management
I read science publications, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
ResearchGate, Groups on Facebook
My company hire a consultant, I'm consulting it with my coworkers
No, I will never buy online course, there are so many free mateirals
59
17/08/2017 07:35:03PythonPyCharm1 - 10 GBLocal harddrive
My PC / Laptop, A dedicated company server
Archiving and restoring old projects
Jupiter Notebook/Lab, Apache Spark
I'm building machine learning models for my company
3-5 people< 2 years
Computer Vision, Natural Language Processing, Financial Scoring Models, Big data management
I read science publications, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
ResearchGate, Kaggle, Groups on LinkedIn
I'm consulting it with my coworkers
No, I will never buy online course, there are so many free mateirals
60
17/08/2017 07:37:34PythonVim1 - 10 GB
Local harddrive, Cloud HDFS
My PC / Laptop, A dedicated company server
Difficulties in sharing the project with my team
Jupiter Notebook/Lab, Apache Spark, Apache Hadoop
I'm studying math and/or computer science, I work for a company building our own products
3-5 people2-5 years
Computer Vision, Natural Language Processing, Data Visualisation, Big data management, Recommender systems, Planning and scheduling
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Kaggle, Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy online course, there are so many free mateirals
61
17/08/2017 08:42:58RR Studio< 1 GBLocal harddrive
My PC / Laptop, A dedicated company server
Archiving and restoring old projects, Preparing the data for further work, Figuring out the right machine learning algorithm parameters
Tableau, Alteryx
I'm studying other classes then math and computer science, I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Data Visualisation, Financial Scoring Models
I read science publications, I check the code of interesting projects on GitHub, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
ResearchGate, Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy
62
17/08/2017 09:26:56Python, RPyCharm10 - 100 GB
Local harddrive, Microsoft Azure Storage
My PC / Laptop, Microsoft Cloud
Library conflicts in different projects, Poluting the operating system with additional packages
Jupiter Notebook/Lab
I'm studying math and/or computer science, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
3-5 people< 2 years
Natural Language Processing
I read science publications, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use any
Groups on Facebook
I'm consulting it with my coworkers
No, I will never buy online course, there are so many free mateirals
63
17/08/2017 09:30:51RR Studio< 1 GBLocal harddriveMy PC / Laptop
Blocking my machine for computing purposes
None
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people< 2 years
Data Visualisation
I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.)
I launch only the projects that help me solve my current work challanges
I don't use any
Groups on Facebook
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, I will never buy online course, there are so many free mateirals
64
17/08/2017 09:56:03Python, RR Studio10 - 100 GB
Google Cloud Storage
Google Cloud
Library conflicts in different projects, Archiving and restoring old projects, Preparing the data for further work
Tableau
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Data Visualisation
I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Reddit, Groups on Facebook, tableau community
I'm consulting it with my coworkers
No, but I plan to buy
65
17/08/2017 10:19:52Python, RR Studio100 GB - 1 TB
Local harddrive, Google Cloud Storage, Google BigQuery
My PC / Laptop, Google Cloud
Library conflicts in different projects, Preparing the data for further work, Difficulties in sharing the project with my team
Jupiter Notebook/Lab, Tableau, KNIME
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
2-3 people< 2 years
Data Visualisation, Financial Scoring Models, Recommender systems
I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook, Groups on LinkedIn, Local R users group
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
Yes, I have spent less then $40
66
17/08/2017 10:21:00Python, RVim1 - 10 GB
Local harddrive, Amazon S3
My PC / Laptop
Poluting the operating system with additional packages, The storage and transfer of data, Preparing the data for further work
Jupiter Notebook/Lab, Apache Spark, Sisense
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
I work alone2-5 years
Natural Language Processing
I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Facebook, Quora
I'm asking a question at stackoverflow
Yes, I have spent less then $40
67
17/08/2017 10:42:42RR Studio< 1 GBLocal harddriveMy PC / Laptop
Archiving and restoring old projects, Finding the right machine learning model
Jupiter Notebook/Lab, SPSS
I'm studying other classes then math and computer science, I work for a company building software for clients, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
2-3 people< 2 years
Medical Diagnosis Prediction
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Reddit, Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself, I consult with colleagues outside of work
No, but I plan to buy
68
17/08/2017 10:47:26PythonPyCharm10 - 100 GB
Local harddrive, Dedicated disk array
My PC / Laptop
The storage and transfer of data, Blocking my machine for computing purposes, Waiting for access to computing resources
Jupiter Notebook/Lab
I'm studying math and/or computer science
I work alone2-5 years
Natural Language Processing, Recommender systems
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books, I watch YouTube videos
I launch only the projects that help me solve my current work challanges
I don't use any
Groups on Reddit, Groups on Facebook
There are some linguistic mistakes in the survey.
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy
69
17/08/2017 18:07:37Pythonspider10 - 100 GB
Local harddrive, Private HDFS
My PC / Laptop, A dedicated company server
Difficulties in sharing the project with my team
Jupiter Notebook/Lab, Apache Hadoop, SAS Business Intelligence
I'm studying math and/or computer science, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
5-10 people< 2 years
Natural Language Processing, Data Visualisation, Financial Scoring Models, Recommender systems
I read science publications, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
70
17/08/2017 18:49:01c#
Visual Studio Code
< 1 GBLocal harddriveMy PC / Laptop
Library conflicts in different projects, Poluting the operating system with additional packages, Difficulties in sharing the project with my team
None
I'm studying math and/or computer science, I work for a company building software for clients
3-5 people2-5 years
Data Visualisation, Planning and scheduling
I read technical blogs, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook
I'm asking a question at stackoverflow
Yes, I have spent less then $40
71
17/08/2017 20:16:57PythonAtom< 1 GB
An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop
Preparing the data for further work
None
I'm studying other classes then math and computer science
I work alone< 2 years
Data Visualisation, Robotics, Big data management
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't launch projects because they often don't work
I don't use any
Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow
Yes, I have spent less then $40
72
17/08/2017 20:43:30scalaIntelliJ10 - 100 GB
Local harddrive, Private HDFS
My PC / Laptop, A dedicated company server, DigitalOcean
Library conflicts in different projects, Waiting for access to computing resources
Apache Spark, Apache Hadoop, Hive, Solr, Zeppelin
I work for a company building software for clients
2-3 people> 5 years
Natural Language Processing, Big data management, Recommender systems, Anomalies Detection (e.g. in server logs)
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.)
I launch only the projects that help me solve my current work challanges
I don't use any
Groups on LinkedIn
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
73
17/08/2017 20:57:43Python, JavaPyCharm10 -100 TB
Dedicated disk array, Cloud HDFS, Private HDFS
My PC / Laptop, A dedicated company server
Poluting the operating system with additional packages, Waiting for access to computing resources
Apache Spark, Apache Hadoop, Weka, Solr
I run data science training for companies, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
5-10 people> 5 years
Natural Language Processing
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
Clodera Data Science Workbench
Groups on Facebook, Groups on LinkedIn
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, I will never buy an online course, there are so many free materials
74
17/08/2017 21:55:02RR Studio1 - 10 GBLocal harddriveMy PC / Laptop
Preparing the data for further work
Tableau
I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Computer Vision, Data Visualisation, Robotics
I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, University
I don't launch projects because they often don't work
I don't use any
Groups on Facebook
Yes, I have spent less then $40
75
17/08/2017 22:25:30RR Studio< 1 GBLocal harddriveMy PC / Laptop
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Excel
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
2-3 people< 2 years
Financial Scoring Models
I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I launch only the projects that help me solve my current work challanges
I don't use anyQuora
I google it or look for book explaining it
Yes, I have spent less then $40
76
17/08/2017 23:06:39Python, C++
Visual Studio Code
< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop
Finding the right machine learning model
None
I'm teaching at university
2-3 people> 5 years
Robotics, Big data management, Recommender systems
I read science publications, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
I don't use anyResearchGate
Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
77
18/08/2017 06:36:24Pythonipyhon10 - 100 GB
Local harddrive, Amazon S3, Google Cloud Storage
AWS Cloud, Google Cloud
Preparing the data for further work
Jupiter Notebook/Lab, Apache Spark
I run data science training for companies, I'm data science consultant, I help other companies to use machine learning and data science, I'm building machine learning models for my company
3-5 people> 5 years
Computer Vision, Natural Language Processing, Financial Scoring Models, Big data management, Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Kaggle, Groups on Facebook, Groups on LinkedIn
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent more $100
78
18/08/2017 19:04:29RR Studio< 1 GB
Local harddrive, Amazon S3
My PC / Laptop, AWS Cloud
Preparing the data for further work, Waiting for access to computing resources
Tableau, Qlik
I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Data Visualisation, Financial Scoring Models, Recommender systems, Planning and scheduling
I read science publications, I read industry related books
I don't have time for launching them
I don't use anyKaggle
Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
79
19/08/2017 08:44:53Java
Visual Studio Code
< 1 GBLocal harddriveMy PC / Laptop
The storage and transfer of data
Apache Spark
I'm studying math and/or computer science
I work aloneNone
Computer Vision
I read science publications, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook, Groups on LinkedIn
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
80
19/08/2017 13:46:56Python, C++PyCharm1 - 10 GB
Local harddrive, Dedicated disk array
My PC / Laptop, A dedicated company server
Archiving and restoring old projects, Preparing the data for further work, Difficulties in sharing the project with my team
Jupiter Notebook/Lab
I'm studying other classes then math and computer science, I work for a company building software for clients, I work for a company building our own products, I'm building machine learning models for my company
5-10 people< 2 years
Computer Vision, Robotics
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on Reddit, Groups on Facebook
I'm asking a question at quora, I'm asking a question at stackoverflow, I'm consulting it with my coworkers
Yes, I have spent less then $40
81
19/08/2017 18:17:10PythonPyCharm10 - 100 GBLocal harddrive
My PC / Laptop, A dedicated company server
The storage and transfer of data, Blocking my machine for computing purposes, Preparing the data for further work
None
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people< 2 years
Natural Language Processing, Data Visualisation, Big data management
I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Reddit, Groups on Facebook
I'm asking a question at stackoverflow, I consult documentation or a book
Yes, I have spent less then $40
82
19/08/2017 22:19:39Python, RPyCharm10 - 100 GB
Local harddrive, Dedicated disk array
My PC / Laptop, A dedicated company server
Poluting the operating system with additional packages, The storage and transfer of data, Blocking my machine for computing purposes
Jupiter Notebook/Lab
I'm studying math and/or computer science, I work for a company building our own products
3-5 people< 2 years
Computer Vision, Data Visualisation, Financial Scoring Models
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs
I launch projects very often
I don't use anyKaggle
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, I will never buy an online course, there are so many free materials
83
20/08/2017 11:13:45OctaveEclipse< 1 GBLocal harddriveMy PC / Laptop
Poluting the operating system with additional packages
None
I'm studying math and/or computer science, I'm studying other classes then math and computer science, I work for a company building software for clients
I work alone< 2 years
Computer Vision, Robotics
I read science publications, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.)
I don't have time for launching them
I don't use anyQuora
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
84
20/08/2017 12:35:54Python, RAtom< 1 GBLocal harddriveMy PC / Laptop
Finding the right machine learning model
Jupiter Notebook/Lab, SAS Business Intelligence
I'm studying math and/or computer science
2-3 people2-5 years
Natural Language Processing, Big data management
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use anyKaggle
I'm consulting it with my coworkers
No, I will never buy an online course, there are so many free materials
85
20/08/2017 13:39:09PythonPyCharm< 1 GBLocal harddriveMy PC / Laptop
Blocking my machine for computing purposes, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Jupiter Notebook/Lab
I'm teaching at high school
I work aloneNone
Computer Vision
I read technical blogs, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos, I take part in Kaggles competitions
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Kaggle, Groups on Facebook
Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
86
20/08/2017 14:05:42RR Studio1 - 10 GB
Local harddrive, Dedicated disk array
My PC / Laptop
The storage and transfer of data, Archiving and restoring old projects, Difficulties in sharing the project with my team
Tableau
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people> 5 years
Data Visualisation, Recommender systems
I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.)
I don't have time for launching them
I don't use any
Kaggle, Groups on Facebook, Quora
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent more $100
87
20/08/2017 17:19:03PythonPyCharm10 - 100 GB
Dedicated disk array
A dedicated company server
The storage and transfer of data, Blocking my machine for computing purposes, Preparing the data for further work
Jupiter Notebook/Lab, Apache Hadoop, SAS Business Intelligence, Microsoft Power BI
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
I work alone< 2 years
Natural Language Processing, Data Visualisation, Big data management, Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.)
I don't have time for launching them
I don't use any
Groups on Facebook, KDnuggets
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, but I plan to buy some
88
21/08/2017 09:21:06PythonJupyter100 GB - 1 TB
Local harddrive, Dedicated disk array
My PC / Laptop, A dedicated company server
Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Jupiter Notebook/Lab, Apache Spark
I work for a company building software for clients, I work for a company building our own products
2-3 people< 2 years
Data Visualisation, Big data management, Planning and scheduling
I read technical blogs, I read industry related books, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.)
I check out a lot of projects, but I launch only those which interest me the most
Tensorflow
Groups on Reddit
I'm asking a question at quora, I'm asking a question at stackoverflow
Yes, I have spent more $100
89
21/08/2017 11:40:23Python, Rspyder< 1 GBLocal harddrive
My PC / Laptop, AWS Cloud
Library conflicts in different projects
Jupiter Notebook/Lab
I analyze data (reports, visualization, statistical analysis, etc)
I work alone2-5 years
Financial Scoring Models
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I attend meetups and conferences, I buy online courses (Cursera, Udemy, Packt etc.)
I check out a lot of projects, but I launch only those which interest me the most
I don't use anymeetup
I'm asking a question at stackoverflow
Yes, I have spent more $100
90
21/08/2017 11:51:43Python, RVIM10 - 100 GB
Local harddrive, Amazon S3, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server, AWS Cloud
Preparing the data for further work
Jupiter Notebook/Lab, Apache Spark
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
3-5 people> 5 years
Natural Language Processing, Recommender systems
I check the code of interesting projects on GitHub, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
Groups on LinkedIn
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent less then $40
91
21/08/2017 11:57:50RR Studio< 1 GB
Microsoft Azure Storage
Microsoft Cloud
The storage and transfer of data, Preparing the data for further work, Waiting for access to computing resources
Qlik, PowerBI
I work for a company building our own products
More then 10 people
> 5 yearsRobotics
I read technical blogs, I use free online courses (Coursera, Udemy etc.)
I don't have time for launching them
Azure Machine Learning
Kaggle, Groups on Facebook, Groups on LinkedIn
I'm consulting it with my coworkers
Yes, I have spent more $100
92
21/08/2017 12:11:44Python, OctaveAtom< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop
trudno powiedzieć
Jupiter Notebook/Lab, Apache Spark, Tableau
I'm studying other classes then math and computer science, I work for a company building software for clients, I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc)
2-3 people> 5 years
Computer Vision, Natural Language Processing, Data Visualisation
I read science publications, I attend meetups and conferences, I read industry related books, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Kaggle, Groups on Facebook, Groups on LinkedIn, KDnuggets
I'm asking a question at stackoverflow, Often, my problem is so specific that I have to solve it by myself
No, I will never buy an online course, there are so many free materials
93
21/08/2017 12:14:36PythonAnaconda1 - 10 GB
Local harddrive, Private HDFS
My PC / Laptop, A dedicated company server
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Jupiter Notebook/Lab, Apache Spark, Tableau
I'm studying math and/or computer science, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
2-3 people< 2 years
Natural Language Processing, Data Visualisation
I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I don't have time for launching them
I don't use any
Groups on Facebook
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
No, I will never buy an online course, there are so many free materials
94
21/08/2017 12:41:15Python, R, JavaPyCharm100 GB - 1 TB
Local harddrive, Dedicated disk array
My PC / Laptop, A dedicated company server
Difficulties in sharing the project with my team
Jupiter Notebook/Lab
I work for a company building our own products, I'm building machine learning models for my company
5-10 people2-5 years
Computer Vision, Natural Language Processing, Planning and scheduling
I read science publications, I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.), I watch YouTube videos
I launch projects very often
I don't use any
Kaggle, Groups on Facebook, Quora
I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
95
21/08/2017 12:53:10JavaIntelliJ1 - 10 GB
Dedicated disk array, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop, A dedicated company server
Library conflicts in different projects, Poluting the operating system with additional packages, Finding the right machine learning model
Apache Spark, Apache Hadoop
I'm teaching at university, I analyze data (reports, visualization, statistical analysis, etc)
I work alone2-5 years
Data Visualisation, Financial Scoring Models, Big data management
I read science publications, I check the code of interesting projects on GitHub, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I don't have time for launching them
WekaResearchGate
I'm asking a question at stackoverflow
Yes, I have spent less then $40
96
21/08/2017 13:15:50R, spssR Studio< 1 GB
Local harddrive, An online drive (Dropbox, One Drive, Google Drive, etc.)
My PC / Laptop
Archiving and restoring old projects, Difficulties in sharing the project with my team
Tableau
I analyze data (reports, visualization, statistical analysis, etc)
I work aloneNone
Data Visualisation
I read technical blogs, I attend meetups and conferences, I use free online courses (Coursera, Udemy etc.)
I check out a lot of projects, but I launch only those which interest me the most
I don't use anyResearchGate
I'm asking a question at stackoverflow
No, but I plan to buy some
97
21/08/2017 13:53:30RR Studio1 - 10 GB
Local harddrive, Amazon S3, Cloud HDFS
My PC / Laptop, A dedicated company server, AWS Cloud
Library conflicts in different projects, The storage and transfer of data
Jupiter Notebook/Lab, Apache Hadoop
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
I work alone< 2 years
Data Visualisation, marketing modelling
I read science publications, I read technical blogs, I use free online courses (Coursera, Udemy etc.), I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
only for my PhD study
I don't use any
ResearchGate, Groups on Facebook
I'm asking a question at stackoverflow, I'm consulting it with my coworkers
Yes, I have spent less then $40
98
21/08/2017 14:29:05Scala, JavaIntelliJ IDEA10 -100 TBPrivate HDFS
A dedicated company server
The storage and transfer of data, Time to process
Apache Spark, Apache Hadoop, Zeppelin, Pentaho
I'm teaching at university, I run data science training for companies, I'm data science consultant, I help other companies to use machine learning and data science, I work for a company building software for clients, I analyze data (reports, visualization, statistical analysis, etc)
3-5 people> 5 years
Computer Vision, Natural Language Processing, Big data management, Planning and scheduling
I read science publications, I read technical blogs, I attend meetups and conferences, I read industry related books, I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
I don't use any
ResearchGate, Groups on Facebook, Groups on LinkedIn
I'm asking a question at stackoverflow, I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself, Google
Yes, I have spent more $100
99
21/08/2017 17:12:56Python, R
Jupiter Notebook
100 GB - 1 TB
Local harddrive, Google Cloud Storage
My PC / Laptop, Google Cloud
Preparing the data for further work, Figuring out the right machine learning algorithm parameters, Finding the right machine learning model
Jupiter Notebook/Lab, Apache Beam
I work for a company building our own products, I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
I work alone> 5 years
Big data management, Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books, I buy online courses (Cursera, Udemy, Packt etc.), I watch YouTube videos
I check out a lot of projects, but I launch only those which interest me the most
Google Machine Learning Engine
Kaggle, Groups on Reddit, Groups on Facebook, Google+ used to have strong community
I'm asking a question at stackoverflow, I'm asking a question at my machine learning community group, Often, my problem is so specific that I have to solve it by myself
Yes, I have spent more $100
100
21/08/2017 21:40:28Python, RR Studio1 - 10 GB
Dedicated disk array
My PC / Laptop, A dedicated company server
Blocking my machine for computing purposes
None
I analyze data (reports, visualization, statistical analysis, etc), I'm building machine learning models for my company
3-5 people2-5 years
Data Visualisation, Big data management, Recommender systems
I read science publications, I check the code of interesting projects on GitHub, I read technical blogs, I read industry related books
I don't have time for launching them
I don't use anyKaggle
I'm asking a question at stackoverflow, I'm consulting it with my coworkers, Often, my problem is so specific that I have to solve it by myself
No, but I plan to buy some
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Wyniki Ankiety DS 2017