Introduction
- Introduction
- Preliminaries
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IPython & Plotting
- Starting Up Canopy
- Plotting
- Decorating Plots
- Multiple Plots
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Saving Scripts
- Saving Python Scripts
- Running Python Scripts in Canopy
- Running Python Scripts in Terminal
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Plotting, Lists and Numpy Arrays
- Plotting Points
- Lists
- Example Simple Pendulum
- Introduction to Numpy Arrays
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Numpy Arrays
- Numpy Arrays
- Numpy Array Creation
- Example Plotting Data From File
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More on NumPy Arrays
- Matrices
- Elementary Image Processing
- More on Matrix Operations
- Least Squares Fit
- Random Numbers
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IPython notebooks
- Introduction to IPython Notebooks
- Using the IPython Notebooks
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Basic data-types
- Python Language Basics
- Arithmetic Operators
- String Operations
- Relational and Logical Operators
- Python Language Basics Exercise 1
- Python Language Basics Exercise 2
- Simple IO
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Control Flow
- Control Flow Basic Conditional Flow
- Control Flow Basic Looping
- Control Flow Exercise With For
- Control Flow Break Continue and Pass
- Control Flow Example 1
- Control Flow Example 2
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Core data structures
- Data structures: Lists
- Tuples
- Data structures Example 1
- Dictionaries
- Data structures Example 2
- Sets
- Data structures Example 3
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Functions
- Defining a function
- Default & Keyword Arguments
- Variable Scope
- Functions: Examples
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Files
- Reading and Writing files
- Files Exercise Question
- Files Exercise solution
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Modules
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Exceptions
- Exceptions
- Exception Examples
- Raise your Exceptions
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