Data Science Summer Experience

Curriculum materials for our Data Science Summer Experience.

Links

• Lesson videos to code along with: YouTube playlist
• Entrance survey
• Projects:
  • Potential datasets
  • Example presentation
  • Presentation template
• Additional Learning Resources

Curriculum

	Lesson Video	Lesson Notebook	Practice Notebook
1	https://youtu.be/cOyBRerxAJ0	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		Lesson08 Logic	Practice08 Logic
7		Lesson09 Conditionals	Practice09 Conditionals
8		Lesson12 Functions and Methods	Practice12 Functions and Methods
9		Lesson13 Packages	Practice13 Packages
10		Lesson14 Pandas-Intro	Practice14 Pandas-Intro
11		Lesson15 Pandas-Reading	Practice15 Pandas-Reading
12		Lesson16 Pandas-Subsetting-I	Practice16 Pandas-Subsetting-I
13		Lesson17 Pandas-Subsetting-II	Practice17 Pandas-Subsetting-II
14		Lesson20 Numpy Intro	Practice20 Numpy Intro
15		Lesson21 Basic Stats I Averages	Practice21 Basic Stats I Averages
16		Lesson22 Basic Stats II Percents	Practice22 Basic Stats II Percents
17		Lesson23 Basic Stats III Correlations	Practice23 Basic Stats III Correlations
18		Lesson25 LineGraphs	Practice25 LineGraphs
19		Lesson26 Scatterplots	Practice26 Scatterplots
20		Lesson27 BarCharts Histograms	Practice27 BarCharts Histograms