Introduction to Programming with Python
Programming Basics
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What is a number? (5:29)
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What is a string? (4:51)
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String manipulation (9:42)
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Boolean Operators (4:53)
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What are lists in Python? (3:17)
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Dictionaries (3:14)
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What is a variable? (5:44)
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Built-in Python functions (6:29)
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What is a function? (7:03)
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Implementing arguments into a function (3:11)
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Default arguments (4:48)
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Keyword arguments (2:07)
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Infinite arguments (3:59)
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Return values (3:53)
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If-else statement (3:30)
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Loops in Python (4:13)
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Importing modules into a Python script (7:07)
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Project #1 - Building a calculator (19:25)
Advanced Python Concepts
Project #2 - RPG Battle Script
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RPG setup (6:55)
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Creating our character (7:03)
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Additional utility classes (6:14)
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Enemy instantiation (17:19)
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Using magic (14:02)
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Turning our magic into a class (15:42)
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Healing our player (4:06)
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Adding items (16:05)
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Implementing different item types (12:35)
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Better HP view (9:05)
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Adding members to our party (13:00)
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Working HP bars (16:09)
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White space in HP & MP (5:51)
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Enemy HP bar (9:01)
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Multiple enemies pt.1 (11:27)
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Multiple enemies pt.2 (10:05)
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Enemy artificial intelligence (24:09)
Additional Python Resources
Essential Modules - Requests
Project #3 - Web Scraper
Project #4 - Getting Started with PyMongo
Project #5 - Web Development Project Using Web.py
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Introduction and simple example (9:06)
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HTML templates (4:32)
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Building a MVC (7:39)
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Importing static files (7:28)
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Setting up a register form (12:28)
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Posting data to web.py (4:59)
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Creating users (6:11)
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Hashing passwords (5:27)
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Login logic (11:51)
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Web.py sessions (11:21)
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Logout functionality (5:29)
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Posting microblogs (9:22)
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Retrieving post objects (6:13)
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User settings and updating Mongo (18:13)
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Relative datetimes (2:44)
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Making our post dates pretty (3:11)
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Adding post comments (13:53)
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Image uploads and avatars (22:25)
Project #6 - Django Web Framework
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Django project setup (6:23)
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Creating our blog app (9:25)
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Setting up the admin site (6:07)
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URLs and views (3:48)
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HTML templates (1:40)
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Dynamic template data (6:00)
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Single post page (5:38)
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Implementing bootstrap (2:42)
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Static files (3:36)
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Template inheritance (10:03)
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Post images, multi level templates, and more (9:26)
Project #7 - GUI Programming with PyQt
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Installation and 1st program (10:37)
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Declarative interfaces (12:56)
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Event handling in QML (8:33)
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Qt layouts, buttons, and labels (12:23)
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QLineEdit (4:04)
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QPushButton clicked (6:34)
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Setting QLabels text (5:15)
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Calculator project setup (4:26)
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QGridLayout (5:54)
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Programming buttons (7:06)
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Button event handling (5:52)
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Evaluating queries (9:44)
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Finishing up (1:34)
Project #8 - PyQt Web Browser
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QTabWidget (13:13)
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Interacting with tabs (10:12)
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QWebEngine implementation (13:36)
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Switching tabs (7:22)
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Setting up our web address bar (5:59)
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Updating tab text (9:21)
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Updating tab icons (6:03)
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Back, forward, and reload functionality (10:19)
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Updating the address bar (9:33)
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Style sheets (9:33)
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Qt key shortcuts (9:55)
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QtSplitter and section wrap up (10:28)
Project #9 - Data Visualization
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Installing matplotlib (3:14)
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World population graph (6:31)
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Adding labels and custom line color (6:05)
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Multiple lines and line styling (3:34)
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Configuring the graph (4:27)
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Lets make pie (charts) (6:22)
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Letting Pandas make data simpler (8:43)
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Using Panda's data for pie charts (3:43)
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Bar charts pt.1 (8:37)
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Bar charts pt.2 (9:44)
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Bar charts pt.3 (9:44)
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Custom legend (3:51)
Project #10 - Speech Recognition & AI
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Introduction to machine learning (6:26)
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Feedback sounds with PyAudio (12:56)
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Recognizing our speech (6:59)
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Making our program speak back (5:05)
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Parsing speech (12:32)
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Making our AI useful (6:17)
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Creating the illusion of consciousness (14:55)
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Speaking from it's own brain (10:23)
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Getting more answers (9:18)
