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I wrote a series of articles on creating a Data Science Laboratory over on Simple-Talk - you can find the complete list of articles below. The series covers installing various software tools and packages on a Virtual Machine running the Windows operating system. I think there's no substitute for installing, configuring and experimenting with various systems to learn how they work, and when you should use them.
Just having tools isn't enough, of course - you should combine these tools with a solid understanding of data science, including statistics, programming, and analysis. With what you'll find in these article, you should be able to implement that learning on your own system.
Hello Mr Woody,
This is great article. I am working towards Data Science this areticles helps me lot.
Thank you very much