Barracuda Copy (Discontinued) vs. IBM Watson Studio on Cloud Pak for Data

I actually recommend this service to all my students and colleagues. It's got more storage space for free than any provider I've found (and for students and teachers, this is a BIG deal). It's wonderful if you want to upload video, too, because where Dropbox and other providers severely limit file upload sizes, Copy is much more generous. Also, since Copy is cloud-based, you don't even need your own computer to use it necessarily since you can access it online. I can't really think of a situation where it would be less appropriate unless you wanted to store classified documents (in which case I'd wonder why you're uploading them to a cloud-based server in the first place).

It has a lot of features that are good for teams working on large-scale projects and continuously developing and reiterating their data project models. Really helpful when dealing with large data. It is a kind of one-stop solution for all data science tasks like visualization, cleaning, analyzing data, and developing models but small teams might find a lot of features unuseful.

Incentivized

• Copy is similar to Dropbox, in that you have a folder on your computer where you store the files you want to be able to access and sync via Copy's online service. It's very reliable about making sure files are synced across machines.
• You can create "shortcuts" to files on your main computer in order to access them from other locations without it impacting the amount of space you're using on your account. It seems to work almost like a VPN (but not quite).
• You can share folders and files with others, allowing various privileges and rights. This process is incredibly easy. It also sends your affiliate link in case the people you are sharing with want to sign up (bonus space!).
• Copy is attractive and simple to use. It's not complicated, and their support site is clear and monitored.
• Copy is great if you regularly need to upload or share video files. It allows a larger upload size than Dropbox which means that those videos you shoot on your smart phone can be uploaded and shared more easily.

• Integration of IBM Watson APIs such as speech to text, image recognition, personality insights, etc.
• SPSS modeler and neural network model provide no-code environments for data scientists to build pipelines quickly.
• Enforced best-practices set up POCs for deployment in production with a minimum of re-work.
• Estimator validation lets data scientists test and prove different models.

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• One thing Copy doesn't do is allow you to sync any folder on your hard drive (like Sugar Sync does). You have to save the file in the designated Copy folder. However, Dropbox and most other popular cloud storage services don't allow this either, so although this is a negative, it's so common that it's hardly a major drawback.
• EDIT: You can work around this by creating shortcuts in your Copy folder that point to the folder in its original location on your hard drive.
• There are a few areas of support (instructions, primarily, in regards to file shortcuts) that are a little vague (although at the time of this writing they may have been clarified and detail added).
• Copy isn't as well known as other cloud service providers, so your friends may need to be caught up on its awesomeness. This also means that it isn't as well integrated into apps and programs. I'm hoping time will change this as the service grows.

• The cost is steep and so only companies with resources can afford it
• It will be nice to have Chinese versions so that Chinese engineers can also use it easily
• It takes a while to learn how to input different kinds of skin defects for detection

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It's by far the most reasonably priced storage solution. Microsoft OneDrive has great pricing, but most would agree that this service isn't quite as easy to use as some of the others (I do actually use it, but not for sharing or collaborating). Also, Copy's less stringent file limitations makes it a step above every other service I've tried. And, it's super easy to explain to others how it works and how to use it.

because we find out that DSX results have improved our approach to the whole subject (data, models, procedures)

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Copy is so easy to use, it's beautiful, and it just works well. Although finding my referral link could be easier, I'm constantly recommending it to others. I love that there are no restrictions on the size of file uploads, making it my favorite place to upload video files that are shot on my phone. I like that I can share files if I want. It's a great service, and I don't think anyone beats the amount of free space you start with.

The UI flawlessly merges this offering by providing a neat, minimal, responsive interface

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From time to time there are services unavailable, but we have been always informed before and they got back to work sooner than expected

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Never had slow response even on our very busy network

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I received answers mostly at once and got answered even further my question: they gave me interesting points of view and suggestion for deepening in the learning path

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The trainers on the job are very smart with solutions and very able in teaching

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The Platform is very handy and suggests further steps according my previous interests

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It surprised us with unpredictable case of use and brand new points of view

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Although Dropbox, SugarSync, and Google Drive are all excellent services (and I still use one or two of them depending on the circumstance - required by business, collaborative document creation, etc.), Copy is probably my favorite. The closest second is SugarSync. What keeps me coming back to Copy (after a long, happy stay with SugarSync) is the pricing and the amount of space you are given for the amount paid (that and my business started blocking SugarSync and Dropbox). Copy has a clean interface, has an equal (or better) user interface and functionality, makes sharing a breeze, and offers a ton of storage for a very reasonable price. And, since I've installed it, I've had zero problems with it getting out of sync or losing files. I'm in love!

The main reason I personally changed over from Azure ML Studio is because it lacked any support for significant custom modelling with packages and services such as TensorFlow, scikit-learn, Microsoft Cognitive Toolkit and Spark ML. IBM Watson Studio provides these services and does so in a well integrated and easy to use fashion making it a preferable service over the other services that I have personally used.

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It helped us in getting from 0 to DSX without getting lost

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• +easier file sharing with my colleagues and students (less stress, more efficient than using flash drives).
• +easy access to files I use regularly, whether on my home computer, my phone, or at work, meaning increased productivity.
• +fast syncing (and selective syncing) means that I can choose which files to sync to each location, leading to optimized storage management on my hard drives.
• +since it's super easy to get lots of free space, the ROI is awesome. Plus, because you start with more free space than other options, you're already one step ahead.

• Could instantly show data driven insights to drive 20% incremental revenue over existing results
• Still don't have a real use case for unstructured data like twitter feed
• Some of the insights around user actions have driven new projects to automate mundane tasks

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