CSSE 386 Syllabus Schedule Quizzes Labs NCAA Competition Resources

Resources

Items Allowed During Exam

• Supervised Models
• Unsupervised Models

Datasets

• Datacamp datasets
• Kaggle Datasets
• ML Dataset Repository

Data Mining with Python Resources

• Datasets
• Pandas Cheat Sheet - A quick reference guide for using the Pandas library.
• NumPy Quickstart Tutorial - An introduction to NumPy for numerical computing in Python.
• Matplotlib Cheat Sheet - A handy reference for creating visualizations with Matplotlib.
• Scikit-learn Tutorial - An introduction to machine learning in Python using scikit-learn.
• Seaborn Documentation - For statistical data visualization in Python.
• Kaggle - A platform for data science competitions and datasets.
• Official Python Documentation - The official documentation for the Python programming language.

Tutorials and Guides

• Pandas CheatSheet
• DataCamp Tutorials - Tutorials on various data science topics.
• Analytics Vidhya Python Tutorials - In-depth articles on data science and machine learning using Python.
• Real Python - Python tutorials and courses.
• KDnuggets - Resources for data mining, analytics, and data science.

Reference Documents

• Python Cheat Sheet - A comprehensive cheat sheet for Python programming.
• SciPy Lecture Notes - Tutorials on the scientific Python ecosystem.
• Data Science Cheat Sheets - A collection of cheat sheets for various data science topics.