All data presented here is synthetic and has been generated using:

- the dataset generation tools in scikit learn
- functions and random number generators

All the code required to perform the examples presented here as well as the presentation itself can be found my a repo on github. The link is availible in the presentation documents shared

Throughout the presentation I will include "toolbox" references highlighting the particular packages I'm using to do something.

All of the examples today are written using python 3 I am presenting using a jupyter notebook and the RISE Reveal.js extension

In [3]:

```
HTML( "<h1>That data science venn diagram ...</h1>")
Image("https://static1.squarespace.com/static/5150aec6e4b0e340ec52710a/t/51525c33e4b0b3e0d10f77ab/1364352052403/Data_Science_VD.png")
```

Out[3]:

Out[3]:

In [4]:

```
HTML("<h1>I like this one better</h1>")
Image("https://3.bp.blogspot.com/-bvQxcwfqATQ/V-E_uTBc4VI/AAAAAAAAMGQ/Qa1Ntef-rs0E-mWx5pkVu-CPlREdvD0TwCLcB/s1600/VennDiagram2.png")
```

Out[4]:

Out[4]:

In [5]:

```
HTML("<h1> ... so why are we here today?</h1><br>")
```

Out[5]:

**My goal today is for you to leave this room knowing that you can head back to your offices on Monday and with a few emails have an analytics project up and running**

In [6]:

```
HTML("<h1>One more chart you've seen before</h1><br>")
Image("https://media.licdn.com/mpr/mpr/shrinknp_800_800/AAEAAQAAAAAAAAjIAAAAJGI0NzY3MGM0LTIyMTEtNDYwYy04OWQ2LTgyYmZiNDgzNTlhNw.png")
```

Out[6]:

Out[6]:

In [3]:

```
Image("https://media.licdn.com/mpr/mpr/shrinknp_800_800/AAEAAQAAAAAAAAjIAAAAJGI0NzY3MGM0LTIyMTEtNDYwYy04OWQ2LTgyYmZiNDgzNTlhNw.png")
```

Out[3]:

- numpy
- pandas
- matplotlib

In [9]:

```
chargePlt(synthExp_gf, ['2','4','6','8'])
```

In [10]:

```
chargePlt(synthExp_ngf, ['2','4','6','8'])
```

In [6]:

```
vid = YouTubeVideo("93lrosBEW-Q", start=27, end =40, width = 1067, height = 600, autoplay=0)
display(vid)
```

In [10]:

```
HTML("<h2>Remember our trusty old venn diagram</h2><br>")
Image("https://static1.squarespace.com/static/5150aec6e4b0e340ec52710a/t/51525c33e4b0b3e0d10f77ab/1364352052403/Data_Science_VD.png")
```

Out[10]:

Out[10]: