Lessons
Lesson 0: Configuring your computer
Lesson 1: Welcome and Introduction to JupyterLab
Lesson 2: Basic command line skills
Lesson 3: Variables, operators, and types
Lesson 4: More operators and conditionals
Lesson 5: Lists and tuples
Lesson 6: Iteration
Lesson 7: Introduction to functions
Lesson 8: String methods
Lesson 9: Dictionaries
Lesson 10: Packages and modules
Lesson 11: File I/O
Lesson 12: Style
Lesson 13: Introduction to Pandas
Lesson 14: Tidy data and split-apply-combine
Lesson 15: Making plots
Lesson 16: High level plotting
Lesson 17: Introduction to Numpy and Scipy
Lesson 18: Plotting time series and generated data
Lesson 19: Version control with Git
Lesson 20: Errors and Exception handling
Lesson 21: Testing and test-driven development
Lesson 22: Examples of TDD
Lesson 23: High level plotting with HoloViews
Lesson 24: Dashboards
Lesson 25: Survey of other packages and languages
Lesson 26: Bootcamp recap
Exercises
Exercise 1
Exercise 2
Exercise 3
Exercise 4
Exercise 5
Exercise 6
Exercise 7
Exercise 8
Exercise 9
Exercise 10
Exercise 11
Exercise solutions
Exercise 1 solutions
Exercise 1.1: Command line exercises
Exercise 1.2: Making an rc file
Exercise 1.3: Time and type conversions
Exercise 2 solutions
Exercise 3 solutions
Exercise 4 solutions
Exercise 5 solutions
Exercise 6 solutions
Exercise 7 solutions
Exercise 8 solutions
Exercise 9 solutions
Exercise 10 solutions
Exercise 11 solutions
Schedule
Schedule overview
Daily schedule (all times PDT)
Resources
Scientific Python distribution
Online instruction
Books
Programming Bootcamp
View page source
Exercise 1 solutions
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Exercise 1.1: Command line exercises
Exercise 1.2: Making an rc file
Exercise 1.3: Time and type conversions