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Create Arrays in Python NumPy - Learn Scientific Computing

--Introduction--

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Introduction to Python (2:07)

00. Basics of Programmning

00-01. Variables (23:46)
00-02. Functions (28:29)
00-03. ifStatements (32:19)

01. Lists

01-01. Introduction to Lists (31:03)

02. Loops

02-01. Introduction to and Examples of using Loops (39:03)
02-02 Getting familiar with while Loops (30:19)
02-03 Breaking and Continuing in Loops (30:55)
02-04 Making Shapes with Loops (16:28)
02-05. Nested Loops and Printing a Tic-Tac-Toe field (37:49)

03. Sets and Dictionaries

03-01 Understanding Sets and Dictionaries (25:58)
03-02 An Example for an Invetory List (27:16)

04. Input and Output

04-01 Introduction and Implementation of Input and Output (38:46)
04-02 Introduction to and Integrating File Input and Output (11:14)
04-03 An example for a Tic-Tac-Toe Game (38:09)
04-04 An example of a Tic-Tac-Toe Game (Cont'd) (30:49)
04-05 An Example writing Participant data to File (34:01)
04-06 An Example Reading Participant Data from File (27:38)
04-07 Doing some simple statistics with Participant data from File (27:22)

05. Classes

05-01 A First Look at Classes (42:44)
05-02 Inheritance and Classes (42:44)
05-03 An Example of Classes using Pets (24:07)
05-04 An Example of Classes using Pets - Dogs (17:19)
05-05 An examples of Classes using Pets - Cats (23:03)
05-06 Taking The Pets Example further and adding humans (16:33)

06. Importing

06-01 Introduction to Importing and the Random Library (16:15)
06-02 Another way of importing and using lists with random
06-03 Using the Time Library (12:44)
06-04 Introduction to The Math Library (12:44)
06-05 Creating a User guessing Game with Random (13:13)
06-06 Making the Computer guess a random number (22:47)

07. Project- BlackJack Game

07-01 BlackJack Game Part 1 - Creating and Shuffling a Deck (14:48)
07-02 Blackjack Game part 2 - Creating the player class (38:41)
07-03 Blackjack Game Part 3 - Expanding the Player Class (14:48)
07-04 Blackjack Game part 4 - Implementing a bet and win (18:23)
07-05 Blackjack Game part 5 - Implementing the player moves (24:24)
07-06 Blackjack Game Part 6 - Running the Game (Final) (37:50)

08. Error Handling

08-01 Getting started with error handling (23:36)

--NumPY--

Introduction (2:58)

01. NumPY Arrays

01 Creating and reshaping numpy Arrays (22:54)
02 Creating standard numpy arrays (22:32)
03 Creating standard 2d arrays (15:16)
04 Attributes on numpy arrays (20:24)
05 Resizing Arrays (14:54)

02. Manipulating NumPY Arrays

01 Writing an Array to File and Formating Strings (30:08)
02 Random numbers (19:37)
03 Sorting in numpy (24:25)

03. Calculations and Math

01 Calculations within numpy arrays (23:59)
02 Math functions with numpy (24:34)
03 Integrating with numpy (24:34)
04 Statistics with numpy (22:07)
05 Polynomials (22:23)
06 Polynomials (Cont'd) (21:03)

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