data605

Summary

This directory contains course materials for DATA605, including lecture content, tutorials, book chapters, and supporting infrastructure for building and deploying course materials

Directory Structure

Course Content

• lectures/: Final compiled lecture PDFs organized by lesson number

  • Contains all lecture presentations in PDF format
  • Named as Lesson##.#-Topic.pdf

• lectures_source/: Source text files for lecture content

  • Contains raw text content for lectures
  • Includes images directory with lecture diagrams and figures
  • Used as input for generating lecture PDFs

• lectures_script/: Video presentation scripts for lectures

  • Contains script files with speaking notes for each lesson
  • Named as Lesson##.#-Topic.script.txt

• lectures_recap.secret/: Lecture recap materials

Book and Publishing

• book/: Compiled book chapters and full course book
  • Contains individual chapter PDFs
  • Includes full book.pdf combining all chapters
  • Contains PNG image directories for each chapter

Tutorials

• tutorials/: Hands-on tutorial materials organized by topic
  • tutorial_airflow/: Apache Airflow workflow tutorials
  • tutorial_dask/: Dask parallel computing tutorials
  • tutorial_docker/: Docker containerization tutorials
  • tutorial_docker_compose/: Docker Compose multi-container tutorials
  • tutorial_git/: Git version control tutorials
  • tutorial_github/: GitHub platform tutorials
  • tutorial_jupyter/: Jupyter notebook tutorials
  • tutorial_mongodb/: MongoDB database tutorials
  • tutorial_pandas/: Pandas data analysis tutorials
  • tutorial_parquet/: Parquet file format tutorials
  • tutorial_postgres/: PostgreSQL database tutorials
  • tutorial_spark/: Apache Spark tutorials

Infrastructure

• dev_scripts/: Development automation scripts

  • Contains Docker management scripts
  • Includes formatting and linting utilities
  • Contains Jupyter and tmux setup scripts

• project_template/: Shared Docker configuration files

  • Contains common Docker setup scripts
  • Includes bashrc and sudoers configuration
  • Contains Jupyter extension installation scripts

• gp/: Group project database materials

  • Contains SQL dump file for project database
  • Includes README with group project instructions

Archives

• lectures_Spring2023/: Archived lecture PDFs from Spring 2023 semester

  • Historical reference materials

• lectures_Spring2025/: Archived lecture PDFs from Spring 2025 semester

  • Historical reference materials