[Udemy] The Complete Python 3 Course: Beginner to Advanced! [2018, ENG]

–
Welcome to the Course!
02:32
How to be successful in this course
Предварительный просмотр
02:32
–
Introduction to Programming with Python
34:56
Introduction to Python
Предварительный просмотр
03:59
Mac/Linux installation
Предварительный просмотр
06:58
Windows setup
Предварительный просмотр
07:02
Interpreted vs. compiled programming languages
03:47
Creating and running our first Python script
01:43
Choosing an integrated development environment (IDE)
07:46
How to share your code with us and get help with errors
03:41
–
Programming Basics
01:42:48
Basic types - numbers
05:29
Basic types - strings
04:51
Basic string manipulation
09:42
Basic types - Boolean operators
04:53
Lists (arrays)
03:17
Dictionaries
03:14
Variables
05:44
Built-in functions
06:29
User-defined functions
07:03
Adding arguments to a function
03:11
Default arguments
04:48
Keyword arguments
02:07
Infinite arguments
03:59
Return values from functions
03:53
If, elif, else statements
03:30
For/while loops
04:06
Importing libraries into a script
07:07
Project #1 - Building a calculator
19:25
–
Advanced Python Concepts
39:38
PEP guidelines
11:12
Breaking out of while loops
09:52
Continuing while loops
02:59
Classes & objects
04:39
Instance variables
03:13
Class & instance variables
01:32
How to add comments to your code
02:29
Importing modules from relative paths
03:42
–
Project #2 - RPG Battle Script
03:18:48
RPG setup
06:55
Creating our character
07:03
Additional utility classes
06:14
Enemy instantiation
17:19
Using magic
14:02
Turning our magic into a class
15:42
Healing our player
04:06
Adding items
16:05
Implementing different item types
12:35
Better HP view
09:05
Adding members to our party
13:00
Working HP bars
16:09
White space in HP & MP
05:51
Enemy HP bar
09:01
Multiple enemies pt.1
11:27
Multiple enemies pt.2
10:05
Enemy artificial intelligence
24:09
–
Additional Python Resources
18:25
Reading and writing files in Python
03:24
JavaScript Object Notation (JSON)
09:27
Using Virtualenv to create a virtual environment
02:16
PyPI - the Python Package Index
03:18
–
Essential Modules - Requests
29:48
Introduction to Requests
07:02
HTTP GET variables
03:36
Pillow the image processing library (PIL)
08:13
Posting data
03:42
Posting JSON
06:05
Headers
01:10
–
Project #3 - Web Scraper
34:24
Beautiful Soup
05:24
Parsing our soup
08:13
Directional navigation
05:33
Image scraper
08:45
Improvements to our web scraper
06:29
–
Project #4 - Getting Started with PyMongo
36:45
Introduction and setup
07:54
Inserting documents
07:37
Bulk inserts
03:44
Counting documents
03:38
Multiple find conditions
00:43
Datetime and keywords
06:51
Indexes
06:18
–
Project #5 - Web Development Project Using Web.py
02:42:32
Introduction and simple example
09:06
HTML templates
04:32
Building a MVC
07:39
Importing static files
07:28
Setting up a register form
12:28
Posting data to web.py
04:59
Creating users
06:11
Hashing passwords
05:27
Login logic
11:51
Web.py sessions
11:21
Logout functionality
05:29
Posting microblogs
09:22
Retrieving post objects
06:13
User settings and updating Mongo
18:13
Relative datetimes
02:44
Making our post dates pretty
03:11
Adding post comments
13:53
Image uploads and avatars
22:25
-
Project #6 - Django Web Framework
01:04:48
Django project setup
06:23
Creating our blog app
09:25
Setting up the admin site
06:07
URLs and views
03:48
HTML templates
01:40
Dynamic template data
06:00
Single post page
05:38
Implementing Bootstrap
02:42
Static files
03:36
Template inheritance
10:03
Post images, multi-level templates, and more
09:26
-
Project #7 - GUI Programming with PyQt
01:34:58
Installation and 1st program
10:37
Declarative interfaces
12:56
Event handling in QML
08:33
Qt layouts, buttons, and labels
12:23
QLineEdit
04:04
QPushButton clicked
06:34
Setting QLabels text
05:15
Calculator project setup
04:26
QGridLayout
05:54
Programming buttons
07:06
Button event handling
05:52
Evaluating queries
09:44
Finishing touches
01:34
-
Project #8 - PyQt Web Browser
01:55:34
QTabWidget
13:13
Interacting with tabs
10:12
QWebEngine implementation
13:36
Switching tabs
07:22
Setting up our web address bar
05:59
Updating tab text
09:21
Updating tab icons
06:03
Back, forward, and reload functionality
10:19
Updating the address bar
09:33
Style sheets
09:33
Qt key shortcuts
09:55
QtSplitter and section wrap up
10:28
-
Project #9 - Data Visualization
01:14:33
Installing matplotlib
03:14
World population graph
06:31
Adding labels and custom line color
06:05
Multiple lines and line styling
03:33
Configuring the graph
04:26
Let's make pie (charts)
06:22
Letting Pandas make data simpler
08:43
Using Panda's data for pie charts
03:43
Bar charts pt.1
08:37
Bar charts pt.2
09:44
Bar charts pt.3
09:44
Custom legend
03:51
-
Project #10 - Speech Recognition & AI
01:24:51
Introduction to machine learning
06:26
Feedback sounds with PyAudio
12:56
Recognizing our speech
06:59
Making our program speak back
05:05
Parsing speech
12:32
Making our AI useful
06:17
Creating the illusion of consciousness
14:55
Speaking from it's own brain
10:23
Getting more answers
09:18