[Udemy] The Python Mega Course: Build 10 Real World Applications [2018, ENG]

–
Getting Started
46:17
Course Introduction
Предварительный просмотр
05:04
Three Typical Python Programs
Предварительный просмотр
04:45
Setting up Python on Windows
06:16
Setting up Python on Mac
05:24
Creating and Executing a Python Program on Windows
05:25
Creating and Executing a Python Program on Mac
05:49
Setting up Atom on Windows
05:56
Setting up Atom on Mac
06:16
Installation FAQs
01:22
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Variables, Datatypes, and Functions
41:22
Section Introduction
00:54
Variables
04:25
Numbers
07:45
Variable Declaration
1 вопрос
Print Variable Value
1 вопрос
Simple Sum
1 вопрос
Numbers and Operators
03:59
Strings
05:25
String Indexing and Splitting
07:04
String Indexing 1
1 вопрос
String Indexing 2
1 вопрос
String Indexing 3
1 вопрос
String Indexing 4
1 вопрос
Lists
04:26
Create List
1 вопрос
Append to List
1 вопрос
Remove from List
1 вопрос
List Indexing
1 вопрос
Tuples
02:25
Dictionaries
04:59
Create Dictionary
1 вопрос
Quiz 1: Indexing and Slicing
7 вопросов
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Dealing with Programming Errors
38:56
Syntax Errors
Предварительный просмотр
08:22
Runtime Errors
10:58
Errors in Python
4 вопроса
Fixing Difficult Errors
05:38
The Structure of a Good Programming Question
05:59
Exception Handling in Python
07:59
–
Conditionals
32:21
Section Introduction
01:20
Functions - The basics
07:59
Functions Without Parameters
00:11
Simple Hello World Function
1 вопрос
Power Function 1
1 вопрос
Functions - Advanced Features
06:49
Sum up Function
1 вопрос
Power Function 2
1 вопрос
Printing Function Output
1 вопрос
Functions and User Input
05:08
About the Exercises
00:21
Exercise: Simple Function
00:23
Solution: Simple Function
00:09
Exercise: Calculate Length
00:04
Solution: Calculate Length
00:04
Conditionals
03:45
Conditionals
2 вопроса
Conditionals - Advanced
05:05
Exercise: Functions and Conditionals 1
00:22
Solution: Functions and Conditionals 1
00:04
Exercise: Functions and Conditionals 2
00:07
Solution: Functions and Conditionals 2
00:06
Exercise: Functions and Conditionals 3
00:16
Solution: Functions and Conditionals 3
00:04
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Loops and User Input
19:26
Loops
02:16
The For Loop
05:23
Loops
4 вопроса
Exercise: Simple For Loop
00:07
Solution: Simple For Loop
00:03
Exercise: For Loop with Conditional Block
00:09
Solution: For Loop with Conditional Block
00:04
User Input
05:34
The While Loop
03:37
For Loop with Multiple Lists
01:42
Exercise: Functions, Conditionals, and Loops
00:24
Solution: Functions, Conditionals, and Loops
00:05
–
File Handling
30:58
Introduction to File Handling
01:59
Opening and Reading a File
12:05
Exercise: Reading Files
00:07
Solution: Reading Files
00:03
Exercise: Calculating File Content Length
00:07
Solution: Calculating File Content Length
00:04
Opening and Writing Text to a Text File
08:24
Exercise: Writing Multiple Lines in a Text File
00:07
Tip: Writing Multiple Lines in a Text File
00:07
Solution: Writing Multiple Lines in a Text File
00:04
Appending to a Text File
00:57
The Rest of File Handling Methods
02:00
The "With" Statement
03:44
Exercise: File Handling, Loops, Functions, and Conditionals
00:20
Solution: File Handling, Loops, Functions, and Conditionals
00:48
–
More Functionalities
35:47
Introduction
00:54
Modules, Libraries, and Packages
11:13
Commenting and Documenting your Code
06:51
Working with Dates and Times
16:05
Exercise: Merging Text Files
00:26
Tips: Merging Text Files
00:13
Solution: Merging Text Files
00:04
–
Application 1: Building an Interactive Dictionary
01:02:59
Demonstration of the Interactive Dictionary
04:10
The Data Source
04:54
Loading the JSON Data into a Python Dictionary
03:52
Returning the Definition for a Word
03:25
Counting for Non-existing Words
02:51
Making the Program Letter Case Insensitive
03:09
Calculating Similarity Ratio Between Two Words
04:39
Finding the Best Match of a Word out of a List of Words
06:07
Making the Program Suggest a Similar Word
09:42
Prompting the User to Confirm Similarity Check
10:17
Optimizing the Final Output
07:51
Exercise: Fixing a program bug
00:22
Solution: Program Bug Fixed
00:53
Exercise: Fixing bug 2
00:10
Solution: Fixing Bug 2
00:35
–
Data Analysis with Pandas
01:12:51
What is Pandas?
06:37
Note on IPython
00:17
Getting Started with Pandas
08:37
Getting Started with Jupyter Notebooks
09:05
Note on Loading Excel Files
00:13
Loading Data in Python from CSV, Excel, TXT and JSON Files
12:02
Indexing and Slicing Dataframes
10:46
Dropping Dataframe Columns and Rows
02:30
Updating and Adding new Columns and Rows
07:31
Example: Geocoding Addresses with Pandas and Geopy
15:12
–
Numpy
25:21
What is Numpy?
Предварительный просмотр
08:07
Installing the OpenCV Library
01:43
Images to Numpy and Vice-versa
05:40
Indexing, Slicing, and Iterating
04:07
Stacking and Splitting
05:44
-
Application 2: Creating Webmaps with Python and Folium
01:18:57
Demonstration of the Web Mapping Application
01:05
Creating the Open Street Map (OSM) Basemap
11:35
Adding a Point Marker Feature to the Map
08:20
Adding Multiple Markers to the Map
04:43
Adding Markers from Data Files
13:06
Creating Popup Windows for Map Features
05:08
Color-Based Point Markers
07:55
Exercise: Adding and Styling Circle Markers
00:07
Tip: Adding and Styling Circle Markers
00:14
Solution: Adding and Styling Circle Markers
01:53
Using GeoJson Data
05:34
Adding a GeoJson Polygon Layer
03:20
Color-Based Polygon Features
09:34
Adding a Layer Control Panel
06:23
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Application 3: Building a Website Blocker
01:17:42
Demonstration of the Website Blocker Application
03:48
Application Architecture
03:41
Setting up the Script
09:08
Setting up the Infinite Loop
11:00
Implementing the First Part
12:16
Implementing the Second Part
18:55
Scheduling the Python Program on Windows
12:39
Scheduling the Python Program on Mac and Linux
06:15
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Application 4: Building a Website with Python and Flask
01:04:56
Demonstration of the Website
Предварительный просмотр
01:42
Building your First Website
08:07
Returning HTML Templates
04:09
Adding a Navigation Menu
08:32
Note on Browser Caching
00:13
Adding CSS Styling
05:59
Creating a Python Virtual Environment
06:22
How to Install Git
00:19
Deploying the Website to a Live Server
22:06
Maintaining the Website
07:26
-
Building Graphical User Interfaces with Tkinter
21:42
Introduction to Tkinter
02:35
Setting up a GUI with Widgets
09:11
Connecting GUI Widgets with Callback Functions
09:32
Exercise: Creating a Multi-widget GUI
00:15
Solution: Creating a Multi-widget GUI
00:08
-
Python for Interacting with SQLite and PostgreSQL Databases
44:41
Introduction to Working with Databases
03:00
Connecting and Inserting Data to SQLite via Python
13:11
Selecting, Inserting, Deleting, and Updating SQLite Records
06:53
Introduction to PostgreSQL Psycopg2
08:46
Selecting, Inserting, Deleting, and Updating PostgreSQL Records
12:51
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Application 5: Building a Desktop Database Application
01:31:38
Demonstration of the Database Application
Предварительный просмотр
02:25
User Interface Design
05:54
Building the Front-end Interface
13:28
Building the Back-end
24:28
Connecting the Front-end to the Back-end, Part 1
17:31
Connecting the Front-end to the Back-end, Part 2
21:59
Exercise: Fixing the Bug
00:30
Solution: Fixing the Bug
00:23
Creating a Standalone Executable Version of the Program
05:00
-
Object Oriented Programming
01:15:09
Object Oriented Programming Explained
04:59
Turning this Application into OOP Style, Part 1
13:01
Turning this Application into OOP Style, Part 2
14:05
Creating a Bank Account Object
21:06
Inheritance
12:08
OOP Glossary
08:12
Exercise: GUI OOP Design
00:10
Solution: GUI OOP Design
01:27
-
Python for Image and Video Processing with OpenCV
01:02:23
Introduction
02:29
Installing the Library
01:37
Loading, Displaying, Resizing, and Writing Images with Python
14:00
Exercise: Batch Image Resizing
00:07
Solution: Batch Image Resizing
00:17
Solution with Explanations: Batch Image Resizing
04:29
Face Detection
19:38
Capturing Video
19:45
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Application 6: Building a Webcam Motion Detector
52:56
Demonstration of the Motion Detector Application
Предварительный просмотр
01:59
Detecting Objects from the Webcam
30:19
Recording Motion Time
20:38
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Python for Interactive Data Visualization on the Browser
01:07:47
Introduction to Bokeh
02:02
Note on bokeh.charts
00:13
The Bokeh Charts Interface
10:52
The Bokeh Plotting Interface
08:03
Customizing Plot Styles
05:16
Note on Loading Excel Files
00:12
Exercise: Plotting from Pandas Dataframes
00:17
Solution: Plotting from Pandas Dataframes
00:07
Understanding the Structure behind the Graphs
05:45
Time-series Plots
06:36
More Visualization Examples with Bokeh
04:21
Plotting Time Intervals of the Motion Detector
14:05
Hover Tool Implementation
09:57
-
Webscraping
22:49
Section Introduction
01:57
The Concept Behind Webscraping
04:30
Scraping a webpage with Requests and Beautiful Soup
16:22
-
Application 7: Scraping Real Estate Property Data from the Web
01:13:44
Demonstration of the Webscraping Application
Предварительный просмотр
02:28
Understanding the Problem and Loading the Webpage in Python
07:15
Extracting Divisions of All Properties
11:34
Extracting Addresses and Property Details
14:39
Extracting Elements with no Unique Identifiers
12:06
Saving the Extracted Data in CSV Files
08:27
Crawling Through Webpages
17:15
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Application 8: Building a Web-based Financial Graph
01:39:49
Demonstration of the Financial Analysis Application
Предварительный просмотр
01:59
Downloading Various Datasets with Python
11:32
Understanding Stock Market Data
03:25
Understanding Stock Market Data Candlestick Charts
05:39
Building Chart Candlesticks with Bokeh Quadrants
10:17
Building Chart Candlesticks with Bokeh Rectangles
22:28
Building Candlestick Segments
05:02
Stylizing the Chart
04:20
The Concept Behind Embedding Bokeh Charts in a Flask Webpage
11:04
Embedding the Bokeh Chart in a Webpage
15:32
Deploying the Chart Website to a Live Server
08:31
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Application 9: Building a Data Collector Web App with PostGreSQL and Flask
02:46:58
Demonstration of the Web Application
Предварительный просмотр
02:59
Steps for Building a PostGreSQL Database-enabled Web App with Flask
06:08
Building the Front End: HTML Part
14:52
Building the Front End: CSS Part
10:11
Building the Back End: Getting User Input
17:31
Building the Back End: Creating the PostGreSQL Database Model
18:17
Building the Back End: Storing User Data to the Database
19:14
Building the Back End: Emailing Database Values Back to the User
11:14
Building the Back End: Sending Statistics to Users
16:00
Deploying the Web Application to a Live Server
29:42
Bonus Lecture: User Downloads and Uploads
20:50
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Application 10: Student Project on Building a Geocoder Web Service
31:07
Demonstration of the Geocoding Web Service Application and Project Requirements
Предварительный просмотр
07:31
Solution, Part 1
16:21
Solution, Part 2
05:51
End of the Course
00:47
Bonus Lecture
00:37