CS 391 - Selected Topics: Kaggle Competition
Spring 2021
Course Information
Course Information Page
Online Resources
Lecture Examples
Kaggle
Competitions
Learning
State of Data Science and Machine Learning 2020
Data Science 256 Resources
Home Page
Homework Jupyter Notebooks
CoCalc
- virtualized data science computing environment based on Jupyter notebooks
Texts:
A Whirlwind Tour of Python
by Jake VanderPlas (
Jupyter notebooks of the text
,
PDF
)
Python Data Science Handbook
by Jake VanderPlas (
Jupyter notebooks of the text
,
HTML
)
ThinkPython 2e
by Allen B. Downey (
PDF
,
HTML
)
Automate the Boring Stuff with Python: Practical Programming for Total Beginners
by Al Sweigart (
HTML
)
Software:
Anaconda
Documentation:
Python 3
IPython
Jupyter Notebook
Numpy
Pandas
Matplotlib
Scikit-Learn
Quick References
Jupyter notebook
GUI reference
and
keyboard shortcuts