learn-python-roadmap
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A roadmap for learning python for General Usage, and Data Science
Note: Moving to a new repository: learning-roadmaps
Learn Python, a roadmap
A roadmap for learning the python language, eventually focusing on Data Science.
Estimating an initial 10 hours of study per week.
Week 0
If you know programming already, skip week 0.
You can clone or fork this repository to use it as a checklist; tracking progress as you go.
If you are starting on week 0, skip any tasks that are repeated in later weeks—or—use them as an oppurtunity for review.
- [ ] Complete the CodeAcademy.com Python Course (only the free content)
- [ ] Work through the contents of Learn Python the Hard Way
Week 1
- [ ] Read Lean Python, Chapters 1-2
- [ ] Install Python 3 / configure local development environment
- [ ] Read Lean Python, Chapters 3-6
- [ ] Sign up for CodeWars.com
- [ ] Attempt to solve one-to-three python challanges which are either
7kyuor8kyu - [ ] Read Lean Python, Chapters 6-8
- [ ] Read Comparison of Python v2 vs v3 from python.org
Week 2
- [ ] Complete the CodeAcademy.com Python Course (only the free content)
- [ ] Read Lean Python, Chapters 8-11
- [ ] Read Seemingly Inverse Logic. Article gives insight and reasoning behind some of python's peculiarities.
- [ ] Install a library using pip.
- [ ] Choose and complete a project from the projects list.
Week 3
Project Week
- [ ] Review the table of contents of Learn Python the Hard Way. Look for language facets that you do not recognize, and read their entries. Cross-reference with python documentation, if needed.
- [ ] Solve three to five python challenges which are '
7kyu' - [ ] Choose and complete a project from the projects list.
Week 4
Challenges Week.
- [ ] Solve as many python challenges which as possible to achieve '
7kyu'/'6kyu'/'5kyu' rank on codewars. - [ ] Choose and complete a project from the projects list.
Projects
- [ ] Create a module that checks if a haiku is following proper format (5-7-5 syllable pattern)
- [ ] Create a slackbot (HTTP server) for rolling dice via
/roll. - [ ] Create a module that calculates statistical methods. (Mean, Median, Mode, standard deviation, and variance.
- [ ] Create a module that outputs the Fibonnacci Sequence up to
nterms.nshould default to 100. - [ ] Create a module with two functions, one which parses and compiles markdown into html, and the other jade into html.
Want to add a project? Open a PR!