Name		Name	Last commit message	Last commit date
parent directory ..
data		data
images		images
README.md		README.md
session-three-project-biochem-answers.ipynb		session-three-project-biochem-answers.ipynb
session-three-project-biochem-questions.ipynb		session-three-project-biochem-questions.ipynb
session-three-project-questions-econ-and-finance.ipynb		session-three-project-questions-econ-and-finance.ipynb
session-three-project-questions.ipynb		session-three-project-questions.ipynb
session-three-project-social-sciences-answers.ipynb		session-three-project-social-sciences-answers.ipynb
session-three-project-social-sciences-questions.ipynb		session-three-project-social-sciences-questions.ipynb
session-three-project-solutions-econ-and-finance.ipynb		session-three-project-solutions-econ-and-finance.ipynb
session-three-project-solutions.ipynb		session-three-project-solutions.ipynb
session-three-teaching-questions.ipynb		session-three-teaching-questions.ipynb
session-three-teaching-solutions.ipynb		session-three-teaching-solutions.ipynb

README.md

Python for Data Science: Session Three

Session Content

Teaching Session Content

Creating arrays and accessing elements
Reshaping and combining arrays
Arithmetic, reduction and accumulation
Aggregations, filtering and sorting

Project Session Content

Reading and manipulating image data
Benchmarking NumPy
Linear Algebra Basics

Recommended Reading and Resources

Session Resources

Teaching Session

Project Session

Social Sciences

Economics

Questions

Mathematics and Statistics

Chemistry and Biology

Questions