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146 lines
7.5 KiB
146 lines
7.5 KiB
<!---
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This guide was developed by Susi Remondi for COHORT NAME / DATE / LOCATION HERE.
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Questions? Comments?
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1. Log an issue to this repo to alert me of a problem.
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2. Suggest an edit yourself by forking this repo, making edits, and submitting a pull request with your changes back to our master branch.
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3. Hit me up on Slack @susiremondi
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--->
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# Python Programming
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---
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> This course introduces beginners to the Python programming language, with a brief working intro to Data Science (Pandas).
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## Overview
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In this Python Programming course, students will walk away with a solid foundation in Python, able to confidently build basic applications. Students will also get an 8 hour dive into Pandas (for Data Science), and walk away with a project of their choosing they've built using that library.
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## Quick Links
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- [Course Details](#course-details)
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- [Schedule](#schedule)
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## Course Details
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Python Programming is a 40-hour course, delivered in a 5 day full-time format. There is no admittance requirement - this course is open to and encouraged for absolute beginners.
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Once enrolled, students complete 2 hours of pre-work on the myGA platform.
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## Instructional Team
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|Role | | GA Profile | Contact |
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| :--- | :--- | :--- | :--- |
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| Lead Instructor (LI) | <img src="deployment/images/GA_Headshots_055.jpg" height="50"> | [Andrew Riddle](https://generalassemb.ly/instructors/andrew-riddle/21916) | andrew.riddle@generalassemb.ly |
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## Final Project
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Details for the final project can be found [here](unit-7-data-wrap-up/02-project)
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Example projects from previous classes [here](https://drive.google.com/drive/folders/1wEz_sRjoYmwY-u8I9saa9ItZrKOhkqia)
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(no need to create a presentation, just make sure your .ipynb file has Markdown fields of text)
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Submissions: you will collect all relevant files for your project into a Google Drive folder and submit the shareable link via Slack DM.
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Make sure the cells in your Jupyter notebook have been run before saving so we can see all results without having to re-run.
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## Schedule
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Day 1 | Day 2 | Day 3 | Day 4 | Day 5 | Day 6 |
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---- | --- | --- | ---| --- | --- |
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[:30] Course Introductions | [:30] Day 2 Kickoff & Review | [:30] Day 3 Kickoff & Review | [:30] Day 4 Kickoff & Review | [:30] Day 5 Kickoff & Review | [3:00] [In-Class: Final Project Workshop][6-1C] |
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[:30] Python Installations | [1:00] [Functions (cont'd)][2-1B] | [:30] [Inheritance][3-1A] | [:45] [Modules & Libraries][4-1E] | [:30] [Intro to Charts][5-1E2] | [1:00] Lunch |
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[:05] Break | [:10] Break | [:05] Break | [:10] Break | [:05] Break | [1:30] [Project Presentations][6-1E] |
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[1:00] [Defining Variables][1-1B] | [1:15] [Advanced Arguments][2-1C] | [1:00] [Lab #3: OOP][3-1C] | [:30] [Intro to Python for Data][5-1B] | [1:00] [Plots and Charts][5-1E] | [:30] [Wrap-up & Celebrations][6-1G] |
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[:10] [Lab #1: Fundamentals][1-1D] | [:10] Break | [:10] Break | [:05] Break | [:10] Break | -- |
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[:10] Break | [:20] [Lab #2: Control Flow][2-1D] | [:45] [Variable Scope][3-1D] | [1:30] [Pandas1][5-1C] ([Code][5-1C2]) | [1:00] [Pandas Datetime][5-1I] | -- |
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[1:00] [Conditionals][1-1E] | [1:00] Lunch | [:15] Mid-Week Check-in | [1:00] Lunch | [1:00] Lunch | -- |
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[1:00] Lunch | [:45] [Dictionaries][2-1E] | [1:00] Lunch | [:30] [Pandas 1 (cont'd)][5-1C] ([Code][5-1C2]) | [1:00] [Pandas Joins][5-1J] | -- |
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[1:00] [Lists][1-1F] | [:05] Break | [:45] [Debugging Principles][3-1F] | [:05] Break | [:05] Break | -- |
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[:05] Break | [:45] [Sets & Tuples][2-1F] | [:05] Break | [1:30] [Pandas 2][5-1F] | [1:15] [Lab #6: Pandas][5-1G] | -- |
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[1:00] [Loops][1-1G] | [:05] Break | [1:00] [Lab #4: Debugging][3-1G] | [:10] Break | [:10] Break | -- |
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[:05] Break | [1:15] [Classes][2-1G] | [:10] Break | [:15] Final Project Discussion | [:45] Independent Work/Review | -- |
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[1:00] [Functions][2-1B] | [:10] End-of-Day Recap | [:30] [Intermediate Python Discussion][4-1B] | [:30] Independent Work/Review | [:30] [End-of-Day Recap][5-1H] | -- |
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[:10] End-of-Day Recap | -- | [:30] Independent Work/Review | [:10] End-of-Day Recap | -- | -- |
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-- | -- | [:10] End-of-Day Recap | -- | -- | -- |
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[1-1A]: unit-1-variables/01-welcome
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[1-1B]: unit-1-variables/02-variables/variables_starter.ipynb
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[1-1D]: unit-1-variables/03-unit-lab-1/starter-code/starter.ipynb
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[1-1E]: unit-2-control-flow/04-conditionals/conditionals_starter.ipynb
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[1-1F]: unit-2-control-flow/05-lists/lists_starter.ipynb
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[1-1G]: unit-2-control-flow/06-loops/loops_starter.ipynb
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[2-1B]: unit-2-control-flow/07-functions/functions_starter.ipynb
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[2-1C]: unit-2-control-flow/08-args/args_starter.ipynb
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[2-1D]: unit-2-control-flow/09-unit-lab-2/starter-code/starter.ipynb
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[2-1E]: unit-3-oop/10-dictionaries/dictionary_starter.ipynb
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[2-1F]: unit-3-oop/11-sets-tuples/sets-tuples_starter.ipynb
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[2-1G]: unit-3-oop/12-classes/classes_starter.ipynb
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[3-1A]: unit-3-oop/13-inheritance/inheritance_starter.ipynb
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[3-1B]: unit-3-oop/13-inheritance
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[3-1C]: unit-3-oop/14-unit-lab-3/starter-code/starter.ipynb
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[3-1D]: unit-4-troubleshooting/15-variable-scope/variable-scope_starter.ipynb
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[3-1E]: unit-4-troubleshooting/16-intermediate-variables
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[3-1F]: unit-4-troubleshooting/17-debugging/debugging_starter.ipynb
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[3-1G]: unit-4-troubleshooting/18-unit-lab-4/starter-code/starter.ipynb
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[4-1B]: unit-5-intermediate/19-intermediate-intro/intermed-intro.ipynb
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[4-1C]: unit-5-intermediate/20-scripting/20-scripting_starter.ipynb?instructor=1#/scripting-part-1-files
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[4-1E]: unit-5-intermediate/22-modules/modules_starter.ipynb
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[4-1F]: unit-5-intermediate/23-apis/23-api_starter.ipynb?instructor=1#/section
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[4-1G]: unit-5-intermediate/24-unit-lab-5/starter-code/starter.ipynb
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[5-1B]: unit-6-pandas/01-ds-intro/01-ds-intro-slides.md
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[5-1C]: unit-6-pandas/02-pandas-i/02-pandas-i.md
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[5-1C2]: unit-6-pandas/02-pandas-i/code/intro-to-pandas-i.ipynb
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[5-1D]: unit-6-pandas/04-data-viz
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[5-1E]: unit-6-pandas/05-plotting-with-pandas/code/05-plotting-with-pandas.ipynb
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[5-1E2]: unit-6-pandas/04-data-viz/04-data-viz-slides.md
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[5-1F]: unit-6-pandas/03-pandas-ii/code/pandas-ii.ipynb
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[5-1G]: unit-6-pandas/06-pandas-unit-lab/code/Pandas-Unit-Lab.ipynb
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[5-1H]: unit-6-pandas/07-next-steps
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[5-1I]: unit-6-pandas/08-pandas-datetime/code/pandas-datetime.ipynb
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[5-1J]: unit-6-pandas/09-pandas-join/code/pandas-join.ipynb
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[6-1A]: unit-7-data-wrap-up/01-review
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[6-1B]: unit-7-web-dev-wrap-up/01-review
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[6-1C]: unit-7-data-wrap-up/02-project
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[6-1D]: unit-7-web-dev-wrap-up/02-project
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[6-1E]: unit-7-data-wrap-up/02-project
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[6-1F]: unit-7-web-dev-wrap-up/02-project
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[6-1G]: unit-7-data-wrap-up/03-summary
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[6-1H]: unit-7-web-dev-wrap-up/03-summary
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<!--
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[Day1]: course recording links go here
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[Day2]:
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[Day3]:
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[Day4]:
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[Day5]:
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--->
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Day | Suggested Homework
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-------- | ---------
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1 | [Lists, `if/elif/else`, and `for/while`][7-1A]
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2 | [Functions, Dictionaries, *Bonus: Kwargs*][7-1B]
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3 | [Type Conversion, TRY/EXCEPT, Debugging ][7-1C]
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4 | [Pandas EDA, Pandas Visualizations][7-1D]
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5 | Work on final project, [Consumer Sales Exercise][7-1E]
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<!--
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[5-2B]: unit-6-flask/01-web-dev-intro
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[5-2C]: unit-6-flask/02-flask
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[5-2D]: unit-6-flask/03-styling-flask
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[5-2E]: unit-6-flask/04-flask-routing
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[5-2F]: unit-6-flask/05-flask-templates
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[5-2G]: unit-6-flask/06-flask-apis
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[5-2H]: unit-6-flask/07-flask-unit-lab
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[5-2I]: unit-6-flask/08-next-steps
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--->
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[7-1A]: unit-1-variables/hw-5day-day1/hw_day1.ipynb
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[7-1B]: unit-2-control-flow/hw-5day-day2/hw_day2.ipynb
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[7-1C]: unit-5-intermediate/hw-5day-day3/hw_day3.ipynb
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[7-1D]: unit-6-pandas/hw-5day-4pandas/code/lab.ipynb
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[7-1E]: unit-6-pandas/10-pandas-consumersales/code/lab.ipynb
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