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Which Python version is better to download?

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Data Scientist and Statistician by Profession

Depending on the requirement, the decision may be made for Python 2.x and 3.x environmemt. Mostly, for new projects 3.x is preferred while for existing project already on 2.x, the same is prefered.
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What is a Python development, UGI, Data science and Machine learning? Do they all include Python or are they different? Which is better to learn for making a career?

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I am working in a nontechnical field and i want to  switch this job and work in a technical field but I am not able to decide where to start. I want to learn, but what in Python?

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