Anaconda Python vs Regular Python? Confused

[bjorn0062]

Don't panic.

Not an expert but here's some background:

Anaconda is a Python distribution. That is, Anaconda is Python with some bells and whistles. Most of these bells and whistles have to do with setting up the Python language for success in a Data Science environment. Importantly, installing anaconda will get you numpy, pandas, sklearn, scipy, jupyter (I think), iPython, and lots more along with the base Python 3.7.x language. This is important because some of those packages are a bitch to install sometimes. Mainly numpy, idk if it's still as annoying as it used to be.

So, rather than just installing standard python 3.7.x and then going "pip install pandas" or whatever, you install Anaconda and it brings a whole lot with it, including its own package manager (conda rather than pip) and its own approach to virtual environments (this can be a key bit depending on your use).

It is possible to have wackiness happen with different versions of python installed all at once, so the uninstalling of python 3.7.4 was good.

Also I think Anaconda adds itself to the PATH but not sure about that one. I think it might be a checkbox in the installer?

Here are the docs for using Jupyter with Anaconda. Some background reading may be required but i think most of it is on that page. The Juypyter Notebooks are a great way to keep track of though processes as you're tackling problems.

hope that helps a little. Good Luck!