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The Python Mega Course Build 10 Real World Applications
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The Python Mega Course Build 10 Real World Applications UPDATE (Size: 3.31 GB) (Files: 591)
The Python Mega Course Build 10 Real World Applications UPDATE
06. Data Analysis with Pandas
11. Example Geocoding Addresses with Pandas and Geopy.mp4
1. What is Pandas.mp4
1. What is Pandas.vtt
2. Note on IPython.html
3. Getting Started with Pandas.mp4
3. Getting Started with Pandas.vtt
4. Getting Started with Jupyter Notebooks.mp4
4. Getting Started with Jupyter Notebooks.vtt
5. Note on Loading Excel Files.html
6. Loading CSV, Excel, TXT and JSON Files.mp4
6. Loading CSV, Excel, TXT and JSON Files.vtt
6.1 supermarkets.csv.csv
6.2 supermarkets_commas.txt.txt
6.3 supermarkets_semi-colons.txt.txt
6.4 supermarkets.json.json
6.5 supermarkets.xlsx.xlsx
7. Indexing and Slicing DataFrame Tables.mp4
7. Indexing and Slicing DataFrame Tables.vtt
8. Deleting Columns and Rows.mp4
8. Deleting Columns and Rows.vtt
9. Updating and Adding new Columns and Rows.mp4
9. Updating and Adding new Columns and Rows.vtt
10. Note.html
11. Example Geocoding Addresses with Pandas and Geopy.vtt
ReadMe.txt
Visit Coursedrive.net.url
01. Getting Started
1. Course Introduction.mp4
1. Course Introduction.vtt
2. Skip the basics if you understand this code.mp4
2. Skip the basics if you understand this code.vtt
3. Your First Python Program.mp4
3. Your First Python Program.vtt
4. List of Commands.mp4
4. List of Commands.vtt
4.1 Linux commands.pdf.pdf
5. Using the Python Shell.mp4
5. Using the Python Shell.vtt
02. Python Basics
1. Small Code Example.mp4
1. Small Code Example.vtt
1.1 sample.txt.txt
1.2 basics.py.py
1.3 diagram.png.png
2. Variables.mp4
2. Variables.vtt
3. Strings.mp4
3. Strings.vtt
4. Numbers.mp4
4. Numbers.vtt
5. Variables (Practice).html
6. Get Variable Value (Practice).html
7. Programming Tip.html
8. Math Operators.html
9. Math Operators (Practice).html
10. Built-in Functions.mp4
10. Built-in Functions.vtt
11. Simple Sum (Practice).html
12. Lists.mp4
12. Lists.vtt
13. Lists (Practice).html
14. List Indexing and Slicing.mp4
14. List Indexing and Slicing.vtt
15. List Slicing Examples.html
16. Indexing (Practice).html
17. Slicing (Practice).html
18. More on Indexing (Practice).html
19. More on Slicing (Practice).html
20. List Indexing (Practice).html
21. List Methods.mp4
21. List Methods.vtt
22. Quiz 1 Indexing and Slicing.html
23. Append to List (Practice).html
24. Remove from List (Practice).html
25. Append from List to List (Practice).html
26. Concatenate List Items (Practice).html
27. Tuples.html
28. Dictionaries.mp4
28. Dictionaries.vtt
29. Create Dictionary (Practice).html
30. More Operations with Dictionaries.html
31. User Input.mp4
31. User Input.vtt
32. Conditionals.mp4
32. Conditionals.vtt
33. Conditionals with Multiple Conditions.mp4
33. Conditionals with Multiple Conditions.vtt
34. Conditionals.html
35. Custom Functions.mp4
35. Custom Functions.vtt
36. Custom Functions Example.mp4
36. Custom Functions Example.vtt
37. Create Function (Practice).html
38. Exponential Function (Practice).html
39. Custom Functions Return vs Print.mp4
39. Custom Functions Return vs Print.vtt
40. Custom Functions with Conditionals.mp4
40. Custom Functions with Conditionals.vtt
41. Calculate Length (Practice).html
42. Solution.html
43. Custom Functions with Multiple Parameters.mp4
43. Custom Functions with Multiple Parameters.vtt
44. Sum up Function (Practice).html
45. Function Output (Practice).html
46. Custom Functions with Default Parameters.mp4
46. Custom Functions with Default Parameters.vtt
47. Function with Default Parameters (Practice).html
48. Weather Function (Practice).html
49. Solution.html
50. Functions and if-else (Practice).html
51. Solution.html
52. Functions and if-elif-else (Practice).html
53. Solution.html
54. Opening Files in Python.mp4
54. Opening Files in Python.vtt
55. Working with File Paths.mp4
55. Working with File Paths.vtt
56. Processing File Content.mp4
56. Processing File Content.vtt
57. Reading Files (Practice).html
57.1 fruits.txt.txt
58. Solution.html
59. For Loops.mp4
59. For Loops.vtt
60. For Loops (Practice).html
61. Solution.html
62. For Loops.html
63. For Loop with Conditional Block (Practice).html
64. Solution.html
65. File Content Length (Practice).html
65.1 fruits.txt.txt
66. Solution.html
67. Functions, Conditionals, and Loops (Practice).html
68. Solution.html
69. Writing Text to a File.mp4
69. Writing Text to a File.vtt
70. Appending Text to a File.mp4
70. Appending Text to a File.vtt
71. Reading and Appending Text to a File.mp4
71. Reading and Appending Text to a File.vtt
72. Write Multiple Lines in a Text File (Practice).html
73. Tip Writing Multiple Lines in a Text File.html
74. Solution.html
03. Beyond the Basics
1. Section Introduction.mp4
1. Section Introduction.vtt
2. Setting Up.mp4
2. Setting Up.vtt
3. While Loop.mp4
3. While Loop.vtt
4. While Loop with Password Checker.mp4
4. While Loop with Password Checker.vtt
5. String Formatting.mp4
5. String Formatting.vtt
6. Modules, Libraries, and Packages.mp4
6. Modules, Libraries, and Packages.vtt
7. Installing Python Libraries.html
8. Dates and Times.mp4
8. Dates and Times.vtt
9. Datetime Formatting Codes.html
10. Looping Multiple Sequences.mp4
10. Looping Multiple Sequences.vtt
11. The with Context Manager.mp4
11. The with Context Manager.vtt
12. Files, Loops, Functions, and Conditionals (Practice).html
13. Solution.html
14. Merging Text Files (Practice).html
14.1 file2.txt.txt
14.2 file1.txt.txt
14.3 file3.txt.txt
15. Tips Merging Text Files.html
16. Solution.html
04. Fixing Programming Errors
1. Syntax Errors.mp4
1. Syntax Errors.vtt
2. Runtime Errors.mp4
2. Runtime Errors.vtt
3. Errors.html
4. How to Fix Difficult Errors.mp4
4. How to Fix Difficult Errors.vtt
5. Good Programming Questions.mp4
5. Good Programming Questions.vtt
6. Error Handling.mp4
6. Error Handling.vtt
05. Application 1 Build an Interactive Dictionary
1. Program Demonstration.mp4
1. Program Demonstration.vtt
1.1 data.json.json
1.2 app1.py.py
2. The Data Source.mp4
2. The Data Source.vtt
2.1 data.json.json
3. Loading JSON Data.mp4
3. Loading JSON Data.vtt
4. Returning the Definition of a Word.mp4
4. Returning the Definition of a Word.vtt
5. Accounting for non-existing Words.mp4
5. Accounting for non-existing Words.vtt
6. Implementing Case Sensitivity.mp4
6. Implementing Case Sensitivity.vtt
7. Similarity Ratio Between Two Words.mp4
7. Similarity Ratio Between Two Words.vtt
8. Best Matches out of a List of Words.mp4
8. Best Matches out of a List of Words.vtt
9. Recommending the Best Match.mp4
9. Recommending the Best Match.vtt
10. Confirmation from the User.mp4
10. Confirmation from the User.vtt
11. Optimizing the Final Output.mp4
11. Optimizing the Final Output.vtt
12. Fixing a program bug (Practice).html
12.1 app1.py.py
13. Solution.html
14. Fixing another bug (Practice).html
15. Solution.html
07. Numpy
1. What is Numpy.mp4
1. What is Numpy.vtt
1.1 smallgray.png.png
2. Installing OpenCV.html
3. Convert Images to Numpy Arrays.mp4
3. Convert Images to Numpy Arrays.vtt
3.1 smallgray.png.png
4. Indexing, Slicing, and Iterating Numpy Arrays.mp4
4. Indexing, Slicing, and Iterating Numpy Arrays.vtt
5. Stacking and Splitting Numpy Arrays.mp4
5. Stacking and Splitting Numpy Arrays.vtt
08. Application 2 Create Webmaps with Python and Folium
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. The Basemap.mp4
2. The Basemap.vtt
3. Adding Points.mp4
3. Adding Points.vtt
3.1 Volcanoes.txt.txt
4. Adding Multiple Points.mp4
4. Adding Multiple Points.vtt
5. Adding Points from Files.mp4
5. Adding Points from Files.vtt
6. Popup Windows on Map.mp4
6. Popup Windows on Map.vtt
7. HTML on Popups.html
8. Color Points.mp4
8. Color Points.vtt
9. Add and Style Points (Practice).html
10. Tip Add and Style Points.html
11. Solution.mp4
11. Solution.vtt
12. GeoJson Data.mp4
12. GeoJson Data.vtt
12.1 world.json.json
13. Adding a GeoJson Polygon Layer.mp4
13. Adding a GeoJson Polygon Layer.vtt
14. Choropleth Map.mp4
14. Choropleth Map.vtt
15. Layer Control Panel.mp4
15. Layer Control Panel.vtt
app2-web-map.py
Volcanoes.txt
world.json
__MACOSX
_app2-web-map.py
_Volcanoes.txt
_world.json
09. Application 3 Build a Website Blocker
1. Program Demonstration.mp4
1. Program Demonstration.vtt
1.1 app3_website_blocker.py.py
2. Application Architecture.mp4
2. Application Architecture.vtt
3. Setting up the Script.mp4
3. Setting up the Script.vtt
4. Setting up the Infinite Loop.mp4
4. Setting up the Infinite Loop.vtt
5. Implementing the First Part.mp4
5. Implementing the First Part.vtt
6. Implementing the Second Part.mp4
6. Implementing the Second Part.vtt
7. The any() function.html
8. Scheduling the Python Program on Windows.mp4
8. Scheduling the Python Program on Windows.vtt
9. Scheduling the Python Program on Mac and Linux.mp4
9. Scheduling the Python Program on Mac and Linux.vtt
10. Scheduling a Python Program on a Server.html
hosts
10. Application 4 Build a Website with Python and Flask
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. Your First Website.mp4
2. Your First Website.vtt
3. HTML Templates.mp4
3. HTML Templates.vtt
3.1 home.html.html
3.2 about.html.html
4. Navigation Menu.mp4
4. Navigation Menu.vtt
4.1 layout.html.html
4.2 home.html.html
4.3 about.html.html
5. Note on Browser Caching.html
6. CSS Styling.mp4
6. CSS Styling.vtt
6.1 main.css.css
7. Creating a Python Virtual Environment.mp4
7. Creating a Python Virtual Environment.vtt
8. How to Install Git.html
9. Deploying the Website to a Live Server.mp4
9. Deploying the Website to a Live Server.vtt
9.1 runtime_link.txt.txt
9.2 Deployment steps no database.txt.txt
10. Maintaining the Live Website.mp4
10. Maintaining the Live Website.vtt
11. Troubleshooting.html
Procfile
requirements.txt
runtime.txt
script1.py
__MACOSX
_Procfile
_requirements.txt
_runtime.txt
_script1.py
_static
_templates
static
_css
css
_main.css
templates
_about.html
_home.html
_layout.html
static
css
main.css
templates
about.html
about.html.swp
home.html
layout.html
11. Graphical User Interfaces with Tkinter
1. Introduction to Tkinter.mp4
1. Introduction to Tkinter.vtt
2. Setting up a GUI with Widgets.mp4
2. Setting up a GUI with Widgets.vtt
3. Connecting GUI Widgets with Callback Functions.mp4
3. Connecting GUI Widgets with Callback Functions.vtt
4. Create a Multi-widget GUI (Practice).html
5. Solution.html
12. Interacting with Databases with Python
1. Introduction to Python with Databases.mp4
1. Introduction to Python with Databases.vtt
2. Connecting and Inserting Data to SQLite via Python.mp4
2. Connecting and Inserting Data to SQLite via Python.vtt
3. Selecting, Inserting, Deleting, and Updating SQLite Records.mp4
3. Selecting, Inserting, Deleting, and Updating SQLite Records.vtt
4. Introduction to PostgreSQL Psycopg2.mp4
4. Introduction to PostgreSQL Psycopg2.vtt
5. Selecting, Inserting, Deleting, and Updating PostgreSQL Records.mp4
5. Selecting, Inserting, Deleting, and Updating PostgreSQL Records.vtt
6. Querying data from a MySQL database.html
13. Application 5 Build a Desktop Database Application
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. User Interface Design.mp4
2. User Interface Design.vtt
3. Frontend Interface.mp4
3. Frontend Interface.vtt
4. Backend.mp4
4. Backend.vtt
5. Connecting the Frontend to the Backend, Part 1.mp4
5. Connecting the Frontend to the Backend, Part 1.vtt
6. Connecting the Frontend to the Backend, Part 2.mp4
6. Connecting the Frontend to the Backend, Part 2.vtt
7. Fixing the Bug (Practice).html
8. Solution.html
9. Creating a Standalone Executable Version of the Program.mp4
9. Creating a Standalone Executable Version of the Program.vtt
backend.py
books.db
frontend.py
14. Object Oriented Programming
1. Object Oriented Programming Explained.mp4
1. Object Oriented Programming Explained.vtt
2. Turning this Application into OOP Style, Part 1.mp4
2. Turning this Application into OOP Style, Part 1.vtt
3. Turning this Application into OOP Style, Part 2.mp4
3. Turning this Application into OOP Style, Part 2.vtt
4. Creating a Bank Account Object.mp4
4. Creating a Bank Account Object.vtt
5. Inheritance.mp4
5. Inheritance.vtt
6. OOP Glossary.mp4
6. OOP Glossary.vtt
7. GUI in OOP Design (Practice).html
8. Solution.html
8.1 frontend.py.py
backend.py
books.db
frontend.py
__MACOSX
_backend.py
_books.db
_frontend.py
15. Python for Image and Video Processing with OpenCV
1. Introduction.mp4
1. Introduction.vtt
2. Installing the Library.html
3. Loading, Displaying, Resizing, and Writing Images.mp4
3. Loading, Displaying, Resizing, and Writing Images.vtt
3.1 galaxy.jpg.jpg
4. Batch Image Resizing (Practice).html
5. Solution.html
6. Solution with Explanations.mp4
6. Solution with Explanations.vtt
7. Face Detection.mp4
7. Face Detection.vtt
8. Capturing Video.mp4
8. Capturing Video.vtt
galaxy.jpg
haarcascade_frontalface_default.xml
kangaroos-rain-australia_71370_990x742.jpg
Lighthouse.jpg
Moon sinking, sun rising.jpg
news.jpg
photo.jpg
16. Application 6 Build a Webcam Motion Detector
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. Detecting Webcam Objects.mp4
2. Detecting Webcam Objects.vtt
3. Capturing Motion Time.mp4
3. Capturing Motion Time.vtt
motion_detector.py
plotting.py
Sample_of_the_produced_time_values.csv
__MACOSX
_motion_detector.py
_plotting.py
17. Interactive Data Visualization with Python
1. Introduction to Bokeh.mp4
1. Introduction to Bokeh.vtt
2. Installing Bokeh.html
3. Your First Bokeh Plot.mp4
3. Your First Bokeh Plot.vtt
4. Plotting Triangles and Circle Glyphs (Practice).html
5. Solution.html
6. Using Bokeh with Pandas.mp4
6. Using Bokeh with Pandas.vtt
6.1 data.csv.csv
7. Plotting Education Data (Practice).html
8. Solution.html
9. Note on Loading Excel Files.html
10. Plot Properties.html
11. Plotting Weather Data (Practice).html
12. Solution.html
13. Visual Attributes.html
14. Time-series Plots.mp4
14. Time-series Plots.vtt
14.1 Google Link.txt.txt
14.2 adbe.csv.csv
15. More Visualization Examples with Bokeh.mp4
15. More Visualization Examples with Bokeh.vtt
16. Plotting Time Intervals of the Motion Detector.mp4
16. Plotting Time Intervals of the Motion Detector.vtt
17. Hover Tool Implementation.mp4
17. Hover Tool Implementation.vtt
Sample_of_the_produced_time_values.csv
18. Webscraping with BeautifulSoup
1. Section Introduction.mp4
1. Section Introduction.vtt
2. The Concept Behind Webscraping.mp4
2. The Concept Behind Webscraping.vtt
3. Webscraping Example.mp4
3. Webscraping Example.vtt
19. Application 7 Scrape Real Estate Property Data from the Web
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. Loading the Webpage in Python.mp4
2. Loading the Webpage in Python.vtt
3. Extracting div Tags.mp4
3. Extracting div Tags.vtt
4. Extracting Addresses and Property Details.mp4
4. Extracting Addresses and Property Details.vtt
5. Extracting Elements without Unique Identifiers.mp4
5. Extracting Elements without Unique Identifiers.vtt
6. Saving the Extracted Data in CSV Files.mp4
6. Saving the Extracted Data in CSV Files.vtt
7. Crawling Through Webpages.mp4
7. Crawling Through Webpages.vtt
app7_webscraping.ipynb
20. Application 8 Build a Web-based Financial Graph
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. Downloading Datasets with Python.mp4
2. Downloading Datasets with Python.vtt
3. Stock Market Data.mp4
3. Stock Market Data.vtt
4. Stock Market Data Candlestick Charts.mp4
4. Stock Market Data Candlestick Charts.vtt
5. Candlestick Charts with Bokeh Quadrants.mp4
5. Candlestick Charts with Bokeh Quadrants.vtt
6. Candlestick Charts with Bokeh Rectangles.mp4
6. Candlestick Charts with Bokeh Rectangles.vtt
7. Candlestick Segments.mp4
7. Candlestick Segments.vtt
8. Stylizing the Chart.mp4
8. Stylizing the Chart.vtt
9. The Concept Behind Embedding Bokeh Charts in a Flask Webpage.mp4
9. The Concept Behind Embedding Bokeh Charts in a Flask Webpage.vtt
10. Embedding the Bokeh Chart in a Webpage.mp4
10. Embedding the Bokeh Chart in a Webpage.vtt
11. Deploying the Chart Website to a Live Server.mp4
11. Deploying the Chart Website to a Live Server.vtt
11.1 runtime_link.txt.txt
Procfile
requirements.txt
runtime.txt
script1.py
__MACOSX
_Procfile
_requirements.txt
_runtime.txt
_script1.py
_static
_templates
static
_css
css
_main.css
templates
_about.html
_home.html
_layout.html
_plot.html
static
css
main.css
templates
about.html
home.html
layout.html
plot.html
21. Application 9 Build a Data Collector Web App with PostGreSQL and Flask
1. Demonstration of the Web Application.mp4
1. Demonstration of the Web Application.vtt
2. PostGreSQL Database Web App with Flask Steps.mp4
2. PostGreSQL Database Web App with Flask Steps.vtt
3. Frontend HTML Part.mp4
3. Frontend HTML Part.vtt
4. Frontend CSS Part.mp4
4. Frontend CSS Part.vtt
5. Backend Getting User Input.mp4
5. Backend Getting User Input.vtt
6. Backend The PostGreSQL Database Model.mp4
6. Backend The PostGreSQL Database Model.vtt
7. Backend Storing User Data to the Database.mp4
7. Backend Storing User Data to the Database.vtt
8. Backend Emailing Database Values Back to the User.mp4
8. Backend Emailing Database Values Back to the User.vtt
9. Backend Sending Statistics to Users.mp4
9. Backend Sending Statistics to Users.vtt
10. Deploying the Web Application to a Live Server.mp4
10. Deploying the Web Application to a Live Server.vtt
10.1 runtime_link.txt.txt
11. Bonus Lecture Implementing Download and Upload in your Web App.mp4
11. Bonus Lecture Implementing Download and Upload in your Web App.vtt
app.py
Procfile
psycopg2-2.6.1-cp35-cp35m-win32.whl
requirements.txt
runtime.txt
Sample.csv
send_email.py
__MACOSX
_app.py
_Procfile
_psycopg2-2.6.1-cp35-cp35m-win32.whl
_requirements.txt
_runtime.txt
_Sample.csv
_send_email.py
_static
_templates
static
_main.css
templates
_download.html
_index.html
_success.html
static
main.css
templates
download.html
index.html
success.html
22. Application 10 Student Project on Building a Geocoder Web Service
1. Program Demonstration.mp4
1. Program Demonstration.vtt
2. Solution, Part 1.mp4
2. Solution, Part 1.vtt
3. Solution, Part 2.mp4
3. Solution, Part 2.vtt
4. End of the Course.mp4
4. End of the Course.vtt
4.1 course-code.txt.txt
app.py
instructions.txt
__MACOSX
_app.py
_sample_files
_static
_templates
sample_files
_.DS_Store
_2016-05-28-14-36-19-014281.csv
_2016-05-28-14-40-17-833207.csv
_2017-05-08-10-44-25-734809.csv
static
_main.css
templates
_download.html
_index.html
sample_files
2016-05-28-14-36-19-014281.csv
2016-05-28-14-40-17-833207.csv
2017-05-08-10-44-25-734809.csv
DS_Store
static
main.css
templates
download.html
index.html
23. Coupons for Other Python Courses
1. Bonus Lecture.html
24. Bonus Section Python Contests
1. Introduction.html
2. Contest #1 Code Review.mp4
2. Contest #1 Code Review.vtt
3. Contest #2 Code Review.mp4
3. Contest #2 Code Review.vtt
Visit Coursedrive.net.url
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