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文件列表
01 Getting Started/001 Course Introduction.mp4
16.3 MB
01 Getting Started/002 Three Typical Python Programs.mp4
10.8 MB
01 Getting Started/003 Setting up Python on Windows.mp4
17.7 MB
01 Getting Started/004 Setting up Python on Mac.mp4
11.8 MB
01 Getting Started/005 Creating and Executing a Python Program on Windows.mp4
11.1 MB
01 Getting Started/006 Creating and Executing a Python Program on Mac.mp4
12.4 MB
01 Getting Started/007 Setting up Atom on Windows.mp4
13.6 MB
01 Getting Started/008 Setting up Atom on Mac.mp4
13.3 MB
01 Getting Started/009 Installation FAQs.html
2.5 kB
02 Variables Datatypes and Functions/010 Section Introduction.mp4
1.5 MB
02 Variables Datatypes and Functions/011 Variables.mp4
7.8 MB
02 Variables Datatypes and Functions/012 Numbers.mp4
14.2 MB
02 Variables Datatypes and Functions/013 Numbers and Operators.mp4
7.0 MB
02 Variables Datatypes and Functions/014 Strings.mp4
10.0 MB
02 Variables Datatypes and Functions/015 String Indexing and Splitting.mp4
12.2 MB
02 Variables Datatypes and Functions/016 Lists.mp4
8.7 MB
02 Variables Datatypes and Functions/017 How to Ask a Good Programming Question.html
2.7 kB
02 Variables Datatypes and Functions/018 Tuples.mp4
4.5 MB
02 Variables Datatypes and Functions/019 Dictionaries.mp4
9.6 MB
02 Variables Datatypes and Functions/020 Functions.mp4
8.3 MB
02 Variables Datatypes and Functions/quizzes/001 Quiz.html
4.6 kB
03 Conditionals/021 Section Introduction.mp4
2.2 MB
03 Conditionals/022 Functions - The basics.mp4
14.1 MB
03 Conditionals/023 Functions - Advanced Features.mp4
12.9 MB
03 Conditionals/024 Functions and User Input.mp4
9.1 MB
03 Conditionals/025 About the Exercises.html
817 Bytes
03 Conditionals/026 Coding Exercise 1.html
636 Bytes
03 Conditionals/027 Solution 1.html
382 Bytes
03 Conditionals/028 Coding Exercise 2.html
559 Bytes
03 Conditionals/029 Solution 2.html
842 Bytes
03 Conditionals/030 Conditionals.mp4
6.7 MB
03 Conditionals/031 Conditionals - Avanced.mp4
9.4 MB
03 Conditionals/032 Coding Exercise 3.html
646 Bytes
03 Conditionals/033 Solution 3.html
510 Bytes
04 Loops and User Input/034 Loops.mp4
3.6 MB
04 Loops and User Input/035 The For Loop.mp4
9.3 MB
04 Loops and User Input/036 User Input.mp4
9.9 MB
04 Loops and User Input/037 The While Loop.mp4
6.5 MB
04 Loops and User Input/038 For Loop with Multiple Lists.mp4
2.9 MB
04 Loops and User Input/039 Coding Exercise 4.html
627 Bytes
04 Loops and User Input/040 Solution 4.html
815 Bytes
04 Loops and User Input/quizzes/002 Quiz.html
5.5 kB
05 File Handling/041 Introduction to File Handling.mp4
3.2 MB
05 File Handling/042 Opening and Reading a File.mp4
24.2 MB
05 File Handling/043 Opening and Writing Text to a Text File.mp4
15.6 MB
05 File Handling/044 Appending to a Text File.mp4
1.7 MB
05 File Handling/045 The Rest of File Handling Methods.mp4
4.1 MB
05 File Handling/046 The With Statement.mp4
6.9 MB
05 File Handling/047 Coding Exercise 5.html
1.0 kB
05 File Handling/048 Solution 5.html
772 Bytes
05 File Handling/attached_files/042 Opening and Reading a File/example.txt
41 Bytes
06 More Functionalities/049 Introduction.mp4
1.5 MB
06 More Functionalities/050 Modules Libraries and Packages.mp4
29.2 MB
06 More Functionalities/051 Commenting and Documenting your Code.mp4
14.5 MB
06 More Functionalities/052 Working with Dates and Times.mp4
34.0 MB
06 More Functionalities/053 Coding Exercise 6 Merging Text Files.html
777 Bytes
06 More Functionalities/054 Tips for Exercise 6.html
617 Bytes
06 More Functionalities/055 Solution 6.html
618 Bytes
06 More Functionalities/attached_files/053 Coding Exercise 6 Merging Text Files/Sample-Files.zip
445 Bytes
07 Application 1 Building a Text Generator/056 Introduction.html
861 Bytes
07 Application 1 Building a Text Generator/057 Demonstration of the Text Generator Application.mp4
4.7 MB
07 Application 1 Building a Text Generator/058 Building Version 1.mp4
18.3 MB
07 Application 1 Building a Text Generator/059 Building Version 2.mp4
18.7 MB
07 Application 1 Building a Text Generator/060 Building Version 3.mp4
3.6 MB
07 Application 1 Building a Text Generator/attached_files/056 Introduction/app1-text-generator.py
1.1 kB
08 Data Analysis with Pandas/061 What is Pandas.mp4
17.7 MB
08 Data Analysis with Pandas/062 Getting Started with Pandas.mp4
16.7 MB
08 Data Analysis with Pandas/063 Getting Started with Jupyter Notebooks.mp4
28.1 MB
08 Data Analysis with Pandas/064 Loading Data in Python from CSV Excel TXT and JSON Files.mp4
36.6 MB
08 Data Analysis with Pandas/065 Indexing and Slicing Dataframes.mp4
22.8 MB
08 Data Analysis with Pandas/066 Dropping Dataframe Columns and Rows.mp4
6.0 MB
08 Data Analysis with Pandas/067 Updating and Adding new Columns and Rows.mp4
18.2 MB
08 Data Analysis with Pandas/068 Example Geocoding Addresses with Pandas and Geopy.mp4
37.5 MB
08 Data Analysis with Pandas/attached_files/064 Loading Data in Python from CSV Excel TXT and JSON Files/supermarkets-commas.txt
394 Bytes
08 Data Analysis with Pandas/attached_files/064 Loading Data in Python from CSV Excel TXT and JSON Files/supermarkets-semi-colons.txt
394 Bytes
08 Data Analysis with Pandas/attached_files/064 Loading Data in Python from CSV Excel TXT and JSON Files/supermarkets.csv
400 Bytes
08 Data Analysis with Pandas/attached_files/064 Loading Data in Python from CSV Excel TXT and JSON Files/supermarkets.json
1.1 kB
08 Data Analysis with Pandas/attached_files/064 Loading Data in Python from CSV Excel TXT and JSON Files/supermarkets.xlsx
9.2 kB
09 Numpy/069 What is Numpy.mp4
14.8 MB
09 Numpy/070 Installing the OpenCV Library.html
3.9 kB
09 Numpy/071 Images to Numpy and Vice-versa.mp4
12.3 MB
09 Numpy/072 Indexing Slicing and Iterating.mp4
8.4 MB
09 Numpy/073 Stacking and Splitting.mp4
12.5 MB
09 Numpy/attached_files/069 What is Numpy/smallgray.png
189 Bytes
09 Numpy/attached_files/071 Images to Numpy and Vice-versa/smallgray.png
189 Bytes
10 Application 2 Creating Webmaps with Python and Folium/074 Demonstration of the Web Mapping Application.mp4
4.0 MB
10 Application 2 Creating Webmaps with Python and Folium/075 Creating the Open Street Map OSM Basemap.mp4
36.3 MB
10 Application 2 Creating Webmaps with Python and Folium/076 Adding a Point Marker Feature to the Map.mp4
21.5 MB
10 Application 2 Creating Webmaps with Python and Folium/077 Adding Multiple Markers to the Map.mp4
10.0 MB
10 Application 2 Creating Webmaps with Python and Folium/078 Adding Markers from Data Files.mp4
39.2 MB
10 Application 2 Creating Webmaps with Python and Folium/079 Creating Popup Windows for Map Features.mp4
12.2 MB
10 Application 2 Creating Webmaps with Python and Folium/080 Color-Based Point Markers.mp4
21.4 MB
10 Application 2 Creating Webmaps with Python and Folium/081 Coding Exercise Adding and Styling Circle Markers.html
689 Bytes
10 Application 2 Creating Webmaps with Python and Folium/082 Exercise Tip.html
667 Bytes
10 Application 2 Creating Webmaps with Python and Folium/083 Solution of the Coding Exercise Adding and Styling Circle Markers.mp4
4.2 MB
10 Application 2 Creating Webmaps with Python and Folium/084 Using GeoJson Data.mp4
29.7 MB
10 Application 2 Creating Webmaps with Python and Folium/085 Adding a GeoJson Polygon Layer.mp4
13.3 MB
10 Application 2 Creating Webmaps with Python and Folium/086 Color-Based Polygon Features.mp4
29.1 MB
10 Application 2 Creating Webmaps with Python and Folium/087 Adding a Layer Control Panel.mp4
18.1 MB
10 Application 2 Creating Webmaps with Python and Folium/attached_files/074 Demonstration of the Web Mapping Application/app2-webmapping.zip
743.8 kB
10 Application 2 Creating Webmaps with Python and Folium/attached_files/084 Using GeoJson Data/world.json
2.1 MB
11 Application 3 Building a Website Blocker/088 Demonstration of the Website Blocker Application.mp4
7.2 MB
11 Application 3 Building a Website Blocker/089 Application Architecture.mp4
8.3 MB
11 Application 3 Building a Website Blocker/090 Setting up the Script.mp4
19.0 MB
11 Application 3 Building a Website Blocker/091 Setting up the Infinite Loop.mp4
20.7 MB
11 Application 3 Building a Website Blocker/092 Implementing the First Part.mp4
27.6 MB
11 Application 3 Building a Website Blocker/093 Implementing the Second Part.mp4
47.4 MB
11 Application 3 Building a Website Blocker/094 Scheduling the Python Program on Windows.mp4
31.7 MB
11 Application 3 Building a Website Blocker/095 Scheduling the Python Program on Mac and Linux.mp4
15.0 MB
11 Application 3 Building a Website Blocker/attached_files/088 Demonstration of the Website Blocker Application/app3-website-blocker.py
1.0 kB
11 Application 3 Building a Website Blocker/attached_files/089 Application Architecture/Hosts.zip
556 Bytes
12 Application 4 Building a Website with Python and Flask/096 Demonstration of the Website.mp4
2.8 MB
12 Application 4 Building a Website with Python and Flask/097 Building your First Website.mp4
16.5 MB
12 Application 4 Building a Website with Python and Flask/098 Returning HTML Templates.mp4
8.4 MB
12 Application 4 Building a Website with Python and Flask/099 Adding a Navigation Menu.mp4
18.2 MB
12 Application 4 Building a Website with Python and Flask/100 Adding CSS Styling.mp4
13.3 MB
12 Application 4 Building a Website with Python and Flask/101 Creating a Python Virtual Environment.mp4
13.8 MB
12 Application 4 Building a Website with Python and Flask/102 Deploying the Website to a Live Server.mp4
47.7 MB
12 Application 4 Building a Website with Python and Flask/103 Maintaining the Website.mp4
16.3 MB
12 Application 4 Building a Website with Python and Flask/attached_files/096 Demonstration of the Website/app4-flask-website.zip
7.3 kB
12 Application 4 Building a Website with Python and Flask/attached_files/098 Returning HTML Templates/about.html
106 Bytes
12 Application 4 Building a Website with Python and Flask/attached_files/098 Returning HTML Templates/home.html
112 Bytes
12 Application 4 Building a Website with Python and Flask/attached_files/099 Adding a Navigation Menu/about.html
189 Bytes
12 Application 4 Building a Website with Python and Flask/attached_files/099 Adding a Navigation Menu/home.html
148 Bytes
12 Application 4 Building a Website with Python and Flask/attached_files/099 Adding a Navigation Menu/layout.html
601 Bytes
12 Application 4 Building a Website with Python and Flask/attached_files/100 Adding CSS Styling/main.css
1.2 kB
12 Application 4 Building a Website with Python and Flask/attached_files/102 Deploying the Website to a Live Server/Deployment-steps-no-database.txt
2.2 kB
13 Building Graphical User Interfaces with Tkinter/104 Introduction to Tkinter.mp4
4.7 MB
13 Building Graphical User Interfaces with Tkinter/105 Setting up a GUI with Widgets.mp4
17.0 MB
13 Building Graphical User Interfaces with Tkinter/106 Connecting GUI Widgets with Callback Functions.mp4
17.8 MB
13 Building Graphical User Interfaces with Tkinter/107 Coding Exercise 7 Creating a Multi-widget GUI.html
876 Bytes
13 Building Graphical User Interfaces with Tkinter/108 Solution 7.html
1.2 kB
14 Python for Interacting with SQLite and PostgreSQL Databases/109 Introduction to Working with Databases.mp4
5.2 MB
14 Python for Interacting with SQLite and PostgreSQL Databases/110 Connecting and Inserting Data to SQLite via Python.mp4
25.1 MB
14 Python for Interacting with SQLite and PostgreSQL Databases/111 Selecting Inserting Deleting and Updating SQLite Records.mp4
14.2 MB
14 Python for Interacting with SQLite and PostgreSQL Databases/112 Introduction to PostgreSQL Psycopg2.mp4
21.3 MB
14 Python for Interacting with SQLite and PostgreSQL Databases/113 Selecting Inserting Deleting and Updating PostgreSQL Records.mp4
29.0 MB
15 Application 5 Building a Desktop Database Application/114 Demonstration of the Database Application.mp4
4.5 MB
15 Application 5 Building a Desktop Database Application/115 User Interface Design.mp4
10.2 MB
15 Application 5 Building a Desktop Database Application/116 Building the Front-end Interface.mp4
27.4 MB
15 Application 5 Building a Desktop Database Application/117 Building the Back-end.mp4
49.0 MB
15 Application 5 Building a Desktop Database Application/118 Connecting the Front-end to the Back-end Part 1.mp4
39.2 MB
15 Application 5 Building a Desktop Database Application/119 Connecting the Front-end to the Back-end Part 2.mp4
51.5 MB
15 Application 5 Building a Desktop Database Application/120 Creating a Standalone Executable Version of the Program.mp4
11.3 MB
15 Application 5 Building a Desktop Database Application/attached_files/114 Demonstration of the Database Application/app5-tkinter-sqlite.zip
1.9 kB
16 Object Oriented Programming/121 Object Oriented Programming Explained.mp4
10.3 MB
16 Object Oriented Programming/122 Turning this Application into OOP Style Part 1.mp4
32.2 MB
16 Object Oriented Programming/123 Turning this Application into OOP Style Part 2.mp4
35.9 MB
16 Object Oriented Programming/124 Creating a Bank Account Object.mp4
41.1 MB
16 Object Oriented Programming/125 Inheritance.mp4
23.5 MB
16 Object Oriented Programming/126 OOP Glossary.mp4
17.1 MB
16 Object Oriented Programming/127 Coding Exercise 8 GUI OOP Design.html
586 Bytes
16 Object Oriented Programming/128 Solution 8.html
4.8 kB
16 Object Oriented Programming/attached_files/127 Coding Exercise 8 GUI OOP Design/Exercise-files.zip
2.1 kB
16 Object Oriented Programming/attached_files/128 Solution 8/frontend.py
3.5 kB
17 Python for Image and Video Processing with OpenCV/129 Introduction.mp4
4.2 MB
17 Python for Image and Video Processing with OpenCV/130 Installing the Library.html
3.2 kB
17 Python for Image and Video Processing with OpenCV/131 Loading Displaying Resizing and Writing Images with Python.mp4
32.4 MB
17 Python for Image and Video Processing with OpenCV/132 Coding Exercise 9 Batch Image Resizing.html
474 Bytes
17 Python for Image and Video Processing with OpenCV/133 Solution 9.html
958 Bytes
17 Python for Image and Video Processing with OpenCV/134 Solution 9 with Explanations.mp4
8.5 MB
17 Python for Image and Video Processing with OpenCV/135 Face Detection.mp4
42.6 MB
17 Python for Image and Video Processing with OpenCV/136 Capturing Video.mp4
37.9 MB
17 Python for Image and Video Processing with OpenCV/attached_files/131 Loading Displaying Resizing and Writing Images with Python/galaxy.jpg
942.6 kB
17 Python for Image and Video Processing with OpenCV/attached_files/132 Coding Exercise 9 Batch Image Resizing/sample-images.zip
2.0 MB
17 Python for Image and Video Processing with OpenCV/attached_files/135 Face Detection/Files.zip
343.1 kB
18 Application 6 Building a Webcam Motion Detector/137 Demonstration of the Motion Detector Application.mp4
5.8 MB
18 Application 6 Building a Webcam Motion Detector/138 Detecting Objects from the Webcam.mp4
66.9 MB
18 Application 6 Building a Webcam Motion Detector/139 Recording Motion Time.mp4
51.8 MB
18 Application 6 Building a Webcam Motion Detector/attached_files/137 Demonstration of the Motion Detector Application/app6-motion-detector.zip
1.4 kB
18 Application 6 Building a Webcam Motion Detector/attached_files/139 Recording Motion Time/Sample-of-the-produced-time-values.zip
422 Bytes
19 Python for Interactive Data Visualization on the Browser/140 Introduction to Bokeh.mp4
4.1 MB
19 Python for Interactive Data Visualization on the Browser/141 The Bokeh Charts Interface.mp4
19.8 MB
19 Python for Interactive Data Visualization on the Browser/142 The Bokeh Plotting Interface.mp4
15.4 MB
19 Python for Interactive Data Visualization on the Browser/143 Customizing Plot Styles.mp4
12.7 MB
19 Python for Interactive Data Visualization on the Browser/144 Coding Exercise 10 Plotting from Pandas Dataframes.html
983 Bytes
19 Python for Interactive Data Visualization on the Browser/145 Solution 10.html
1.1 kB
19 Python for Interactive Data Visualization on the Browser/146 Understanding the Structure behind the Graphs.mp4
15.0 MB
19 Python for Interactive Data Visualization on the Browser/147 Time-series Plots.mp4
16.2 MB
19 Python for Interactive Data Visualization on the Browser/148 More Visualization Examples with Bokeh.mp4
12.5 MB
19 Python for Interactive Data Visualization on the Browser/149 Plotting Time Intervals of the Motion Detector.mp4
30.1 MB
19 Python for Interactive Data Visualization on the Browser/150 Hover Tool Implementation.mp4
21.4 MB
19 Python for Interactive Data Visualization on the Browser/attached_files/147 Time-series Plots/Google-Link.txt
112 Bytes
19 Python for Interactive Data Visualization on the Browser/attached_files/147 Time-series Plots/adbe.csv
37.8 kB
19 Python for Interactive Data Visualization on the Browser/attached_files/149 Plotting Time Intervals of the Motion Detector/Sample-of-the-produced-time-values.zip
422 Bytes
20 Webscraping/151 Section Introduction.mp4
3.3 MB
20 Webscraping/152 The Concept Behind Webscraping.mp4
10.7 MB
20 Webscraping/153 Scraping a webpage with Requests and Beautiful Soup.mp4
39.2 MB
21 Application 7 Scraping Real Estate Property Data from the Web/154 Demonstration of the Webscraping Application.mp4
7.3 MB
21 Application 7 Scraping Real Estate Property Data from the Web/155 Understanding the Problem and Loading the Webpage in Python.mp4
23.2 MB
21 Application 7 Scraping Real Estate Property Data from the Web/156 Extracting Divisions of All Properties.mp4
32.9 MB
21 Application 7 Scraping Real Estate Property Data from the Web/157 Extracting Addresses and Property Details.mp4
38.9 MB
21 Application 7 Scraping Real Estate Property Data from the Web/158 Extracting Elements with no Unique Identifiers.mp4
33.7 MB
21 Application 7 Scraping Real Estate Property Data from the Web/159 Saving the Extracted Data in CSV Files.mp4
23.0 MB
21 Application 7 Scraping Real Estate Property Data from the Web/160 Crawling Through Webpages.mp4
61.6 MB
21 Application 7 Scraping Real Estate Property Data from the Web/attached_files/154 Demonstration of the Webscraping Application/app7-webscraping.zip
4.3 kB
22 Application 8 Building a Web-based Financial Graph/161 Demonstration of the Financial Analysis Application.mp4
3.6 MB
22 Application 8 Building a Web-based Financial Graph/162 Downloading Various Datasets with Python.mp4
30.5 MB
22 Application 8 Building a Web-based Financial Graph/163 Understanding Stock Market Data.mp4
7.2 MB
22 Application 8 Building a Web-based Financial Graph/164 Understanding Stock Market Data Candlestick Charts.mp4
12.1 MB
22 Application 8 Building a Web-based Financial Graph/165 Building Chart Candlesticks with Bokeh Quadrants.mp4
21.6 MB
22 Application 8 Building a Web-based Financial Graph/166 Building Chart Candlesticks with Bokeh Rectangles.mp4
53.5 MB
22 Application 8 Building a Web-based Financial Graph/167 Building Candlestick Segments.mp4
14.9 MB
22 Application 8 Building a Web-based Financial Graph/168 Stylizing the Chart.mp4
17.3 MB
22 Application 8 Building a Web-based Financial Graph/169 The Concept Behind Embedding Bokeh Charts in a Flask Webpage.mp4
39.9 MB
22 Application 8 Building a Web-based Financial Graph/170 Embedding the Bokeh Chart in a Webpage.mp4
38.5 MB
22 Application 8 Building a Web-based Financial Graph/171 Deploying the Chart Website to a Live Server.mp4
24.0 MB
22 Application 8 Building a Web-based Financial Graph/attached_files/161 Demonstration of the Financial Analysis Application/app8-finance-app.zip
9.6 kB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/172 Demonstration of the Web Application.mp4
6.2 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/173 Steps for Building a PostGreSQL Database-enabled Web App with Flask.mp4
10.7 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/174 Building the Front End HTML Part.mp4
28.1 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/175 Building the Front End CSS Part.mp4
21.9 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/176 Building the Back End Getting User Input.mp4
35.7 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/177 Building the Back End Creating the PostGreSQL Database Model.mp4
42.8 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/178 Building the Back End Storing User Data to the Database.mp4
52.5 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/179 Building the Back End Emailing Database Values Back to the User.mp4
27.2 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/180 Building the Back End Sending Statistics to Users.mp4
42.1 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/181 Deploying the Web Application to a Live Server.mp4
78.1 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/182 Bonus Lecture User Downloads and Uploads.mp4
58.0 MB
23 Application 9 Building a Data Collector Web App with PostGreSQL and Flask/attached_files/172 Demonstration of the Web Application/app9-flask-postgre-database.zip
800.8 kB
24 Application 10 Student Project on Building a Geocoder Web Service/183 Demonstration of the Geocoding Web Service Application and Project Requirements.mp4
15.1 MB
24 Application 10 Student Project on Building a Geocoder Web Service/184 Solution Part 1.mp4
37.0 MB
24 Application 10 Student Project on Building a Geocoder Web Service/185 Solution Part 2.mp4
14.5 MB
24 Application 10 Student Project on Building a Geocoder Web Service/186 End of the Course.mp4
5.3 MB
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119 Bytes
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75 Bytes
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