Club Curriculum

Curriculum for our weekly club for high schoolers.

Links for students

• Lesson videos to code along with: YouTube Playlist
• Example presentations
• Additional Learning Resources

Curriculum

	Lesson Video	Lesson Notebook	Practice Notebook
1	https://youtu.be/plRRJ1zupgI	None, just watch the video.	Practice01 Jupyter-Setup
2		Lesson02 HelloWorld Variables	Practice02 HelloWorld Variables
3		Lesson03 Variables Types	Practice03 Variables Types
4		Lesson04 Lists Intro	Practice04 Lists Intro
5		Lesson05 Indexing	Practice05 Indexing
6		Lesson18 Dictionaries	Practice18 Dictionaries
7		Lesson08 Logic	Practice08 Logic
8		Lesson09 Conditionals	Practice09 Conditionals
9		Lesson10 Loops1	Practice10 Loops1
10		Lesson11 Loops2	Practice11 Loops2
11		Lesson12 Functions and Methods	Practice12 Functions and Methods
12		Lesson13 Packages	Practice13 Packages
13		Lesson14 Pandas-Intro	Practice14 Pandas-Intro
14		Lesson15 Pandas-Reading	Practice15 Pandas-Reading
15		Lesson16 Pandas-Subsetting-I	Practice16 Pandas-Subsetting-I
16		Lesson17 Pandas-Subsetting-II	Practice17 Pandas-Subsetting-II
17		Lesson19 Functions	Practice19 Functions
18		Lesson20 Numpy Intro	Practice20 Numpy Intro
19		Lesson21 Basic Stats I Averages	Practice21 Basic Stats I Averages
20		Lesson22 Basic Stats II Percents	Practice22 Basic Stats II Percents
21		Lesson23 Basic Stats III Correlations	Practice23 Basic Stats III Correlations
22		Lesson24 Basic Stats IV Significance	Practice24 Basic Stats IV Significance
23		Lesson25 LineGraphs	Practice25 LineGraphs
24		Lesson26 Scatterplots	Practice26 Scatterplots
25		Lesson27 BarCharts Histograms	Practice27 BarCharts Histograms