Well it’s actually pretty simple. Magic is a set of tools to make sure your data works in your computer’s software. That’s right, software. Everything from the database, to the browser, to the computer itself, is built on software. That’s why software is so much faster than hardware. And it works very well.
If you have ever seen a data warehouse, you’ll know that software is in charge. If you have not, here is a quick video to convince you of that.
Here are the two best data warehouses available today:
If you are thinking this sounds familiar, it’s because you probably already use both. But if you have not, here is how you will be spending your time this month:
The first thing you will notice you should do is to start using both products. This is important. If you use both in the same program, you have the two best tools available to you at your disposal. This is vital, because the best software is often the one that you use the most. And the best tool for data science is data science software. Because data science is all about data.
If you’ve used software for a while, you might have one thing in mind. The most important thing to do is to move all of your processing to the software and never use hardware again. This is fine. But, it’s not actually what data science is all about. If you are not already doing this, you should. Your job is to make sure your data is processed properly so it works properly, and that the software makes sure it works properly. This is part of what we’ll be talking about later.
The second thing you should do is to move all of your reporting to the software. This is not about using fancy spreadsheets or even Excel. The important thing is to use your favorite software, either SQL (i.e., SQL Server), Oracle (i.e., Oracle), or some other tool with advanced analytics. This is important for two reasons:
First, these tools will make it much easier for you to analyze your data. For example, if you are a software developer, you will have far fewer issues than developers working in data warehouses. And second, since tools will allow you to do analysis without running into issues (e.g., using an SQL query for a data warehouse requires that your software be very fast), you will probably never have to think “why is this not working”? Your tools will tell you and
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