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# Table of contents
# Learn more at https://jupyterbook.org/customize/toc.html
format: jb-book
root: intro
defaults:
titlesonly: True
parts:
- caption: Getting Started
chapters:
- file: book/lessons/01-JupyterNotebooks
- caption: Part 1 - Python Basics
maxdepth: 2
chapters:
- file: book/lessons/100-PartOne.md
sections:
- file: book/lessons/110-Introduction
- file: book/lessons/120-Flow_Control
- file: book/lessons/130-Functions
- file: book/lessons/TryIt_Part1
sections:
- file: book/exercises/110-Introduction-ex
- file: book/exercises/120-Flow_Control-ex
- file: book/exercises/130-Functions-ex
- caption: Part 2 - Intermediate Concepts
maxdepth: 2
chapters:
- file: book/lessons/200-PartTwo
sections:
- file: book/lessons/210-Object_Orientation
- file: book/lessons/220-Web_Data_Formats
- file: book/lessons/230-Data_Manipulation
- file: book/lessons/240-Getting_Web_Data
- file: book/lessons/250-Database_Connections
- file: book/lessons/260-Data_Visualization
- file: book/lessons/TryIt_Part2
sections:
- file: book/exercises/210-Object_Orientation-ex
- file: book/exercises/220-Web_Data_Formats-ex
- file: book/exercises/230-Data_Manipulation-ex
- file: book/exercises/240-Getting_Web_Data-ex
- file: book/exercises/250-Database_Connections-ex
- file: book/exercises/260-Data_Visualization-ex
- caption: Part 3 - Using Python for Machine Learning
maxdepth: 2
chapters:
- file: book/lessons/300-PartThree
sections:
- file: book/lessons/310-ExploratoryDataAnalysis
- file: book/lessons/311-OtherToolsForEDA
- file: book/lessons/312-VisualizationSamples
- file: book/lessons/320-DataPreparation
- file: book/lessons/330-Classification
- file: book/lessons/335-ClassificationSolutions
- file: book/lessons/340-EstimationPrediction
- file: book/lessons/341-AdvancedTechniques
- file: book/lessons/342-Pipelines
- file: book/lessons/343-Ensembling
- file: book/lessons/345-EstimationPredictionExample
- file: book/lessons/350-Unsupervised
- file: book/lessons/360-NeuralNetworks
- file: book/lessons/VisualizationSamples
- file: book/lessons/TryIt_Part3
sections:
- file: book/exercises/310-ExploratoryDataAnalysis-ex
- caption: Appendix
maxdepth: 2
chapters:
- file: book/exercises/Coding_Challenges
- file: book/extras/00-extras
sections:
- file: book/data/DataDictionary
- file: book/extras/101-Functions
- file: book/extras/211-Pandas_Functions
- file: book/extras/251-SQL_Alchemy
- file: book/extras/252-SQL_ODBC
- file: book/extras/400-Contributors
- caption: Student Contributions
maxdepth: 2
chapters:
- file: book/contrib/01-contributing_a_notebook
- file: book/contrib/00-studentcontributions
sections:
## Add a link to your file here, don't include the .ipynb ext
- file: book/contrib/hallux
- file: book/contrib/IRSMarkDown
- file: book/contrib/persona
- file: book/contrib/upload_file_to_table
- file: book/contrib/US_Median_Housing
- file: book/contrib/working_with_age_data
- file: book/contrib/Expanding_WaltonAPI
- file: book/contrib/How_Walton_API_Works
- file: book/contrib/WaltonAPI_Queries
# Introduction - (bootcamp content)
# - Chapter 1
# - How to use Jupyter
# - Output (print statement)
# - Input (getting data from a user)
# - Datatypes
# - numbers
# - strings
# - integers
# - lists
# - dictionaries
# - Chapter 1 - Exercises
# - Simple Hello, World
# - Hello, User
# - Simple math (convert C to Fahrenheit)
# - Chapter 2
# - Conditional execution
# - For loops
# - While loops
# - If / Elif / Else
# - Chapter 2 - Exercises
# - Guess my number
# - Daily routine
# - Hello, user - time of day
# - Chapter 3
# - Functions
# - Introduce testability
# - Chapter 3 - Exercises
# - Hello User, time of day
# - Convert C -> Farenheit and back
# ---
# 5103 Content
# - Chapter 4 - Object Orientation Programming
# - Object Oriented Programming
# - Namespaces
# - Packages
# - Chapter 4 - Exercises
# - Some question
# - Another questoin
# - Chapter 5 - Data Manipulation with Pandas
# - Inspecting data
# - Quick plots and charts
# - Data Manipulation
# - Data Series
# - Filtering
# - Chapter 5 - Exercises
# - Messing with pandas
# - Chapter 6 - Differing data formats
# - CSV
# - XML
# - JSON
# - Chapter 6 - Exercises
# - Load up a CSV file (one line at a time or pandas? - I vote pandas only)
# - Create an XML file
# - Read a JSON file
# - Chapter 7 - Web Data
# - Scrapping data using pandas
# - Query parameters
# - REST services
# - Web APIs
# - Chapter 7 - Exercises
# - Modify query to scrap data from boxofficemojo.com
# - Combine multiple dataframes
# - Chapter 8 - Connecting to a database
# - Chapter 8 - Exercises
# - Connect to the Hallux database
# ---
# 5843 Content
# - Chapter 9 - Data Visualization libraries
# -
# ---
# Appendix
# - Coding Challenges
# - Day of the year
# - Create a monogram
# - Money in the bank