The Examples Book

Appendices

Agile Training Appendix Containerization and Kubernetes Deployment Corporate Partners Data Science Book List Data Science Theory Data Visualization Geospatial Analytics MATLAB Natural Language Processing Optimization Techniques Prodigy Annotation Tool Projects Archive RCAC Registration The Examples Book Think Summer Time Series University Partners

The Examples Book

- Introduction
- How to contribute
- Gallaudet Workshop Lesson Plan
  - Webscraping
  - WordCloud
- Data
  - Formats
    - HTML
    - XML
    - csv
    - json
    - yaml
    - toml
    - parquet
    - feather
    - VCF
    - LAS
    - STL
    - MessagePack
    - protobuf
- Unix
  - Standard Utilities
    - man
    - pwd
    - ls
    - cd
    - cat
    - head
    - tail
    - less
    - diff
    - touch
    - cp
    - mv
    - rm
    - mkdir
    - rmdir
    - du
    - which
    - type
    - stat
    - wc
    - cut
    - uniq
    - sort
    - find
    - tr
    - sed
    - grep
    - awk
    - rsync
    - ssh
    - scp
    - git
  - Text Editors
    - vim
    - emacs
    - nano
  - Other Topics
- SQL
- R
  - Variables
  - Logical Operators
  - Lists and Vectors
  - data.frames
  - Reading and Writing Data
  - Control Flow
  - Writing Functions
  - R Base Functions
    - ncol
    - nrow
    - head
    - tail
    - length
    - dim
    - str
    - mean
    - median
    - var
    - sd
    - abs
    - sum
    - min
    - max
    - table-and-prop-table
    - rep
    - seq
    - sort
    - order
    - length
    - which
    - grep
    - unique
    - paste & paste0
    - cut
    - split
    - subset
    - merge
  - Apply Functions
  - Plotting
    - R graphics plotting
      - barplot
    - ggplot2
      - geom_point
  - Tidyverse
    - Piping
    - select
    - transmute
    - mutate
    - case_when
    - between
    - glimpse
    - filter
    - arrange
    - group_by
    - summarize
    - str_extract and str_extract_all
    - lubridate
    - strrep
    - nchar
  - data.table
  - SQL in R
  - Scraping
  - Shiny
- Python
  - Indentation
  - Variables
  - Printing and F-Strings
  - Logical Operators
  - Tuples
  - Lists
  - Dictionaries
  - Sets
  - Dates and Times
  - Control Flow
  - Writing Functions
  - Classes
  - Writing Scripts
    - argparse
  - pandas
  - Pathlib
  - Scraping
    - Requests
    - BeautifulSoup
    - lxml
    - Selenium
  - Plotting
    - Matplotlib
    - Plotly
  - PyTorch
  - Documentation
  - Testing
    - unittest
    - pytest
    - doctest
    - mypy
  - Serialization & Deserialization
    - MessagePack
  - Dask
  - JAX
- Git
  - GitHub Desktop
  - Workflows
- FAQs
Projects
- Syllabus
- Course Schedule
- Templates
- Submissions
- Office Hours
- Fall 2021
  - STAT 19000
    - Office Hours
    - Project 1
    - Project 2
    - Project 3
    - Project 4
    - Project 5
    - Project 6
    - Project 7
    - Project 8
    - Project 9
    - Project 10
    - Project 11
    - Project 12
    - Project 13
  - STAT 29000
    - Office Hours
    - Project 1
    - Project 2
    - Project 3
    - Project 4
    - Project 5
    - Project 6
    - Project 7
    - Project 8
    - Project 9
    - Project 10
    - Project 11
    - Project 12
    - Project 13
  - STAT 39000
    - Office Hours
    - Project 1
    - Project 2
    - Project 3
    - Project 4
    - Project 5
    - Project 6
    - Project 7
    - Project 8
    - Project 9
    - Project 10
    - Project 11
    - Project 12
    - Project 13
- Spring 2022
  - STAT 19000
    - Project 1
    - Project 2
    - Project 3
    - Project 4
    - Project 5
    - Project 6
    - Project 7
    - Project 8
    - Project 9
    - Project 10
    - Project 11
    - Project 12
    - Project 13
    - Project 14
  - STAT 29000
    - Project 1
    - Project 2
    - Project 3
    - Project 4
    - Project 5
    - Project 6
    - Project 7
    - Project 8
    - Project 9
    - Project 10
    - Project 11
    - Project 12
    - Project 13
    - Project 14
  - STAT 39000
    - Project 1
    - Project 2
    - Project 3
    - Project 4
    - Project 5
    - Project 6
    - Project 7
    - Project 8
    - Project 9
    - Project 10
    - Project 11
    - Project 12
    - Project 13
    - Project 14
- Contributors

Agile Training Appendix
- stable
Containerization and Kubernetes Deployment
- stable
Corporate Partners
- stable
Data Science Book List
- stable
Data Science Theory
- stable
Data Visualization
- stable
Geospatial Analytics
- stable
MATLAB
- stable
Natural Language Processing
- stable
Optimization Techniques
- stable
Prodigy Annotation Tool
- stable
Projects Archive
- stable
RCAC
- stable
Registration
- stable
The Examples Book
- stable
Think Summer
- stable
Time Series
- stable
University Partners
- stable

The Examples Book stable

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