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Hello and welcome to our past and basic section.

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So first of all let's open a brand new Piceance 3 bid the notebook and in the next step lessons to rebuild

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the fundamentals.

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There you can learn everything that is required to work with and solve our real world problems later

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on.

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So almost all of the concepts that we've learned here in the past and basic section we will need and

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apply later in our comprehensive case studies.

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So this is the good thing on our real world simulation case studies that more or less any important

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concept of basics Python can be applied there.

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And we all know that the learning effect is best when we are working on real world projects in the python

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basic section we are working exclusively with them the pace and standard library.

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So that means that with all functions that are by default included in the python basic installation

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and later on our costs will impart and work with the add on package empire which is a very powerful

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and useful tool when it comes to a scientific and large numeric computations.

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And also we will work with the Met plus lab library for making visualizations and plots and they're

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actually hundreds of thousands of add on packages out there.

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And this is why paste in the source popular because for every task in particular in the data science

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stack there are many open source add ons that makes life and pace and quite easy.

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So by working with these add ons we do not have to reinvent the wheel every time by developing our code

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from scratch with basic Python towards.

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However if you want to work serious and successful in Python.

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So knowing the basics and being able to work with the pace and send that library Tutsis nevertheless

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essential.

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So there are actually no shortcuts.

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And yeah.

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However it's a fun and interesting to work with basic and essential coding structures and you learn

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a lot.

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So I hope to see you in the next sessions by.