MTH 448/548

Logistics

  • MTH 448/548 Syllabus
  • Current Tasks
  • Project Report Guide
  • Useful links
    • Markdown cheatsheet
    • LaTeX symbols
    • Python docs
    • Numpy docs
    • Seaborn docs
    • Plotly docs
    • Json docs
    • Pandas docs
    • Requests docs
    • Beautiful Soup docs
    • Python Data Science Handbook by Jake VanderPlas

Schedule

  • Preliminaries
  • Week 1 (1/31-2/6)
  • Week 2 (2/7-2/13)
  • Week 3 (2/14-2/20)
  • Week 4 (2/21-2/27)
  • Week 5 (2/28-3/6)
  • Week 6 (3/7-3/13)
  • Week 7 (3/14-3/20)
  • Week 8 (3/28-4/3)
  • Week 9 (4/4-4/10)
  • Week 10 (4/11-4/17)
  • Week 11 (4/18-4/24)
  • Week 12 (4/25-5/1)
  • Week 13 (5/2-5/8)
  • Week 14 (5/9-5/15)

Tools

  • Numpy
  • Pandas
  • Seaborn
  • Plotly
  • Requests
  • Beautiful Soup
  • JSON
  • Regular expressions
  • SQL

Projects

  • Project: Recognizing digits with k-NN
  • Project: MNIST with k-means
  • Project: Baby names
  • Project: Scrapping marathon results
  • Project: Discord logs
  • Project: Analysis of marathon results
  • Project: Text classification with naive Bayes
  • Optional Project: Music database
MTH 448/548
  • MTH 448/548 »
  • Useful links

Useful linksΒΆ

  • Markdown cheatsheet
  • LaTeX symbols
  • Python docs
  • Numpy docs
  • Seaborn docs
  • Plotly docs
  • Json docs
  • Pandas docs
  • Requests docs
  • Beautiful Soup docs
  • Python Data Science Handbook by Jake VanderPlas
Next Previous

Creative Commons License Bernard Badzioch
Last updated on May 08, 2022.

Built with Sphinx using a theme provided by Read the Docs.