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oh good cool okay hi everyone its Madeline said my name is Joel Im a PhD student in biomedical engineering and I about four years ago so and its really changed the way I work with data before I used to use Excel a lot and do a lot of like wet lab work or bench work and since I started doing like programming and using Python and a bit of our when I came to Toronto its really like open my eyes to both how useful it is and how much fun it is so I hope to be able to like transmit some of that to you guys today and you have to excited about working with Python and get you to a point where you can you feel like you know the basics of doing that allow some Python and you feel comfortable in starting to look at things on your own and kind of keep developing after this workshop heres a little outline of what we what well do is first morning session I wont go through it in detail but Ill be in the beginning of mostly talked and then Ill put up to me in the chest and well do some live c