Learn Python Programming for Beginners
This course covers everything you need to start your Python journey!
Code examples available at GitHub: https://github.com/AntonioPrgomet/Lea... .
Course Content:
0:00 Introduction
1:40 Accessing Jupyter Notebook Through the Anaconda Distribution
2:46 Anaconda Part 1 - Enviroments and Packages
4:43 Anaconda Part 2 - Opening a Jupyter Notebook
5:35 Introduction to Jupyter Notebooks
9:29 Hello world!
10:27 A Quick Tour of Python
14:34 Variables
18:14 Types
18:35 Numeric Types
21:49 Booleans
23:20 IF Statements
25:38 Strings
27:31 Formatted Strings
28:36 Containers
29:04 Lists
31:17 Indexing & Slicing Lists
33:04 List Methods
34:53 List Comprehension
36:28 Tuples
38:29 Dictionaries
39:38 Sets
41:39 Container Conversion
42:30 Examples on Container Conversion
44:06 Iteration & Loops
45:38 The range Function
47:29 The enumerate Function
48:43 A Double For-Loop
49:52 While Loop
51:08 Iterating Through a Dictionary
52:08 Functions
54:07 Function Naming and Documentation Strings
55:31 Accessing The Documentation String
56:14 Function Arguments
57:23 Default Arguments
58:37 Restricting Allowed Parameter Types
59:40 Unpacking
1:00:26 Variable Number of Arguments
1:01:24 Multiple Return Values
1:02:20 Classes - Terminology
1:04:12 Class Instance
1:04:44 Creating a Basic Class
1:06:46 Class Attributes
1:07:35 Class Methods
1:08:18 Class Inheritance
1:09:18 Exceptions
1:10:12 Catching Exceptions
1:11:40 Built-in Exceptions
1:12:09 Else
1:13:14 Finally
1:14:25 Raising Exceptions
1:14:59 NumPy
1:16:29 Array Operations
1:17:01 learn More About NumPy
1:17:30 Matplotlib
1:19:38 Creating Our First Plot
1:21:06 More Advanced Plots
1:22:16 Subplots and Different Plot Types
1:23:05 Learn More About Matplotlib
1:23:31 Pandas
1:24:43 Inspecting Our Data
1:25:42 Sorting Data & Inplace Operations
1:26:35 Selecting Data
1:27:45 Missing Data
1:28:42 Plotting Data
1:29:01 Learn More About Pandas
1:29:25 Next Steps
LinkedIn: / antonioprgomet
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