Python Basics
                                    
                                        Hello Python!
                                            
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                                        Your first Python code
                                            
                                    
                                    
                                        Any comments?
                                            
                                    
                                    
                                        Python as a calculator
                                            
                                    
                                    
                                        Variables and Types
                                            
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                                        Variable Assignment
                                            
                                    
                                    
                                        Calculations with variables
                                            
                                    
                                    
                                        Other variable types
                                            
                                    
                             
                            
                                Python Lists
                                    
                                        Python Lists
                                            
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                                        Create a list
                                            
                                    
                                    
                                        Create lists with different types
                                            
                                    
                                    
                                        List of lists
                                            
                                    
                                    
                                        Subsetting Lists
                                            
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                                        Subset and conquer
                                            
                                    
                                    
                                        Slicing and dicing
                                            
                                    
                                    
                                        Subsetting lists of lists
                                            
                                    
                                    
                                        Manipulating Lists
                                            
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                                        Replace list elements
                                            
                                    
                                    
                                        Extend a list
                                            
                                    
                                    
                                        Delete list elements
                                            
                                    
                                    
                                        Inner workings of lists
                                            
                                    
                             
                            
                                Functions and Packages
                                    
                                        Functions
                                            
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                                        Familiar functions
                                            
                                    
                                    
                                        Help!
                                            
                                    
                                    
                                        Multiple arguments
                                            
                                    
                                    
                                        Methods
                                            
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                                        String Methods
                                            
                                    
                                    
                                        List Methods
                                            
                                    
                                    
                                        List Methods (2)
                                            
                                    
                                    
                                        Packages
                                            
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                                        Import package
                                            
                                    
                                    
                                        Selective import
                                            
                                    
                                    
                                        Different ways of importing
                                            
                                    
                             
                            
                                NumPy
                                    
                                        NumPy
                                            
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                                        Your First NumPy Array
                                            
                                    
                                    
                                        Baseball players' height
                                            
                                    
                                    
                                        NumPy Side Effects
                                            
                                    
                                    
                                        Subsetting NumPy Arrays
                                            
                                    
                                    
                                        2D NumPy Arrays
                                            
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                                        Your First 2D NumPy Array
                                            
                                    
                                    
                                        Baseball data in 2D form
                                            
                                    
                                    
                                        Subsetting 2D NumPy Arrays
                                            
                                    
                                    
                                        2D Arithmetic
                                            
                                    
                                    
                                        NumPy: Basic Statistics
                                            
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                                        Average versus median
                                            
                                    
                                    
                                        Explore the baseball data