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  1. Question for the instructor

    PloynomialFeature() function in Scikit-learn library, generates a new feature matrix consisting of all polynomial combinations of the features with degree less than or equal to the specified degree.

    Can you elaborate a little more on how the function works?

    N.B. I believe the spelling for the function is misspelled.

    Thank you.

    1 vote
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  2. Free GPU

    Floydhub.com is giving GPU free for 100 hours and free 10 GB storage. I am training models easily here. But there are no tools like jupyter lab, bash terminal and jupyter notebook in floydhub. In floydhub, I can download the data direclty into workspace.

    1 vote
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  3. Question for the instructor.

    In the lab the statment:

    "It looks like feature sets for multiple linear regression analysis, right?"

    How is this conclusion made?

    thanks

    1 vote
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  4. Elaborate on the Lab statement "parameters are the intercept [...] of hyperplane".

    How is this known? I think the example of Theta T and X differ from the lab.

    1 vote
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  5. Correct question 1

    Question one asks for "engine-size" for independent variable but solutions use "highway-mpg" as independent variable.

    1 vote
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  6. Poor Support

    I has raised an issue around weeks back, but still I have not received any response back or work arounds.

    4 votes
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  7. Correction in Lab-String operations

    In the lab of string operations the explanation of upper method in string operations "this method converts lower case characters to upper case characters" should be present instead of "this method converts upper case characters to lower case characters"

    1 vote
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  8. availability of other video format asides HD

    there should be an option for selecting our prefferred video quality of the videos in the module.
    The only option that exists right now is HD, and for some course participants like me, watching in HD format may incur heavy data fees.

    1 vote
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  9. Small typo

    There is a small typo in this notebook: "#### Let's fixes these problems." instead of "#### Let's fix these problems."

    1 vote
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  10. topic wise videos..

    the thing is that the courses are good but you should group them acc to a particular topic... for example if need to study hadoop .. make all topics come under it in a particular manner so that we can study from easy to hard level.

    3 votes
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  11. Cheat Sheet Tool

    Hello. I guess that would be nice to have a Cheat Sheet Tool embedded in the Data Scientist Workbench. One example of an online tool that I use is https://www.cheatography.com. There are many Cheat Sheet available, but it's always good to be able to create your own Cheat Sheet with things you believe is relevant for your study/research.

    42 votes
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  12. Uploading notebooks

    Upload notebooks from a local drive.

    15 votes
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    1 comment  ·  General  ·  Flag idea as inappropriate…  ·  Admin →

    Currently there are two ways to upload notebooks in BDU Labs:

    1. Open My Data in the sidebar. Use the “Upload Data” feature. There is a known limitation of only being able to upload within /resources/data, but Jupyter will still recognize any ipynb you upload as a notebook.

    2. Alternately, open Jupyter. After it opens, drag and drop your notebook from a file window (e.g Windows Explorer or Mac Finder) into your browser. It will upload the notebook and flash messages at the top of the screen while doing so.

    I appreciate that these options can be a little obscure. We’re always reviewing ways to make the user experience in BDU Labs simpler and more intuitive.

    Regards,

    Leons Petrazickis
    Platform Architect
    IBM Big Data U

  13. Better UX

    The header#global-navigation could be hidden when scrolled down.
    The notebook column could be also larger and its header could also be hidden.

    The UX is really terrible in the current situation. Less than 40% of the screen is used to really display the notebook content. Please, think about changing!

    1 vote
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  14. tf initialized all values function

    initialized all values is deprecated. see print screen.

    2 votes
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  15. Tooltips for menu items

    Tool tips should be displayed when hovering over icons in the workbench.

    37 votes
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  16. Matlab/Octave integration

    Why don't add Matlab or Octave support?

    15 votes
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  17. Workbench resources display

    I don't find a clear access to the resources I'm using (no. cluster nodes, workers, amount of free storage, etc.)

    ... and it would be great if I could have the possibility for requesting more resources (for example making more clear how could it be scaled up to Bluemix)

    1 vote
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  18. Beaker notebook

    Please see the possibility of adding Beaker notebook. It will be amazing to use different languages in the same notebook without loosing focus on the analysis at hand.

    1 vote
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  19. Support Safari v10.x with seahorse

    Seahorse does not yet support Safari on a mac book pro. All other tools do.

    9 votes
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  20. Hosting Dashboards

    I would like to be able to host a dashboard from within the DSWB. Shiny has already been opted which is great but also limited. Would it be possible to add creating dashboards with Django and add content with md using the notebooks with bootstrap?

    1 vote
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