Mostly don';t know. But don't look on a language as a prerequisite for anything. Look on the language as a tool. I know some people metaphorically try using a hammer to drive a screw, but look on different languages as being like driving a nail with a 1lb hammer or a 1½lb hammer or a ½lb hammer.
1. Do I need to know Big Data and/or Hadoop to learn ML ?
A typical scenario is that I would have a big data team where Java / Scala develpers would processing the big data and data science team where there would be developers working on Python creating the machine learning models which the big data team would use in their project .
But these days I seeing some requirements where the JD says that the candidates should knowing both big data and ML.
But I think the first case is more common .
2. Does ML cover Big data and Hadoop ?
No .ML comes under AI which in turn comes under data science. Hadoop is ecosystem to processing big data in a cluster .
3. Does ML cover SAS and/r R ?
R is a statistical language and some machine learning models can be in R.
My perspective is that the only prerequisite to start learning data science, machine learning & AI is to be familiar with one of the popular programming languages for these applications. For most people, that will be python. A background in math and statistics will help as well; in many ways machine learning is more math than programming. And you can pretty easily pick up python along the way if you know any sort of programming.
Basically what I'm saying is that there's nothing stopping you from getting started with machine learning right now.
Zachary Griggs wrote:A background in math and statistics will help as well; in many ways machine learning is more math than programming. And you can pretty easily pick up python along the way if you know any sort of programming.
Fully agree, except for one thing:a math background is essential, at least if you want to really understand ML. My advice is to read a good book where you can learn theory as well as practical examples .
Yeah, but how did the squirrel get in there? Was it because of the tiny ad?
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