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Welcome to Module 1
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The Four Types of Computer Programs
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Today's Goals #print #variables #functions #lists
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Installing Python and PyCharm
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Create and Run Your First Python Program #print #strings
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Getting User Input #input #variables
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Storing User Input #lists
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Coding Experiments
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Bonus Example
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Programming Tool/Concept of the Day: The Python Console
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Recap of Yesterday
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Getting User Input Repeatedly #while-loop
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Storing User Input Repeatedly #methods
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Coding Experiments
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Bonus Example
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Programming Tool/Concept of the Day: How to Find the Code You Need
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Recap of Yesterday
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Todo List View and Program Exit #match-case
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Improving the Program Output #for-loops
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: What Surprisingly is Python
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Recap of Yesterday
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Add an "Edit" Feature #type-conversion #list-indexing
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Coding Experiments
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Bonus Example #tuples
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Programming Tool/Concep of the Day: Text Editors, Code Editors, IDE, PyCharm
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Recap of Yesterday
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Numbered Todos #enumerate
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Improving the Program Output в–¶пёЏ #f-strings #formatting-strings
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Add a "Complete Todo" Feature
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: How to Ask Good Programming Questions
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Recap of Yesterday
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Storing Items in Text Files #text-files #read #write #writelines #readlines
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Getting Todo Items from Text Files #read-text-files
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How Data Types are Created #types
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Online Python Communities
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Recap of Yesterday
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Improving the Program Output #list-comprehensions
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Usages of Python in Real Life
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Recap of Yesterday
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Optimising the Code #with-context-manager
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Editing and Completing Todo Items #with-context-manager
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Steps of Creating and Maintaining a Program
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Recap of Yesterday
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Improving the "Add" Feature #if-conditionals #slicing
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Optimising the Program #elif #else
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: High vs. Low Level Programming Languages
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Recap of Yesterday
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Fixing Two Bugs in the Program #bugs
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Anticipating Program Errors #try-except #continue
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Cloud IDEs
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Recap of Yesterday
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Avoiding Repetitive Code #custom-functions
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Python vs. Other Languages
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Recap of Yesterday
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Optimising the Code #function-arguments
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Optimising the Code Further #multiple-arguments
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: The Learn-to-Program Curve
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Recap of Yesterday
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Optimising the Code #default-arguments
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Documenting the Code #doc-strings
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Python Versions Explained
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Recap of Yesterday
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Organising the Code in Modules #modules #import
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Anatomy of Python
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Code Experiments
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Bonus Examples
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Programming Tool/Concept of the Day: What is Version Control and Git? #git
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Recap of Yesterday
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Add a "Date" Feature #standard-modules #time #constants #if-name-equal-main
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Using Git #git #commit #checkout #reset
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Recap of Yesterday
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Difference Between Frontend and Backend #frontend #backend
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Create a Desktop Graphical User Interface (GUI) #desktop-gui #freesimplegui
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Code Experiments
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Bonus Example
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Programming Tool of the Day: Using Github #github
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Recap of Yesterday
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Implementing an "Add Todo" Button #gui-buttons
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Implementing an "Edit" Button #gui-buttons
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Clone a Remote Github Repository #git-clone
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Recap of Yesterday
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Implement "Complete" and "Exit" Buttons #gui-buttons
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Final Touches
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Creating a Standalone Executable
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Recap of Yesterday
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Create a Web App #streamlit #title #subheader #checkbox
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Adding New Todo Items on the Web App
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Completing Todo Items on the Web App
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Deploying the Web App to the Cloud
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Code Experiments
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Bonus Example
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Programming Tool/Concept of the Day: Web App Deployment - Deploy to Heroku
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Today
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PyCharm Review
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Objects, Variables, Functions
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Methods, Lists, Tuples, Dictionaries
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Code Blocks, f-strings
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External Files, List Comprehensions
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Errors, Comments, Modules, Libraries, Web and Desktop GUIs
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Programming Tool/Concept of the Day: Using the Command Line
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Today
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Programming Tool/Concept of the Day: Prototyping with Figma
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Designing the App
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Setting up the PyCharm Project and Git
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The App Data Source
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Create a Multi-Column Webpage
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Student Project: Add Content to the Website
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Student Project: Solution
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Today
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Add Thumbnail Titles to the Webpage
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Add Descriptions, Images, and Links to the Webpage
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Student Project: Create a Company Website
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Student Project: Solution
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Programming Tool/Concept of the Day: Coding without an IDE
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Today
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Multipage Web Apps
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Webforms
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Send Email
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Send Email Via the Web Form
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Student Project: Contact Us Email Form
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Student Project: Solution
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Programming Tool/Concept of the Day: Secure Passwords in Environment Variables
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Today
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Create a Multipage PDF
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From CSV to PDF #pandas
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Add More Pages to PDF
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Add Footer
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Student Project: Lined PDF
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Student Project: Solution
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Programming Tool/Concept of the Day: PEP 8 Style Guide
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Today
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Setting up the Project
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Load a Data from Excel to Python
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Create a PDF for Each Excel File
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Student Project: From Text Files to PDF
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Student Project: Solution
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Programming Tool/Concept of the Day: Zen of Python
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Today
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Add Date to PDF
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Add Table from Excel to PDF
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Add Table Header and Total Price
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Student Project: Adding Multiline Text to PDF
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Student Project: Solution
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Programming Tool/Concept of the Day: Using the PyCharm Debugger
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Today
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Programming Tool/Concept of the Day: API Explained
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URL Requests with Python
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Getting Data from an API
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Student Project: Email the API Data
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Student Project: Solution
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Today
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Five Program Refinements
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Download a File from the Web
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Student Project: Astronomy Image of the Day
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Student Project: Solution
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Programming Tool/Concept of the Day: Using PythonAnywhere PaaS
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Today
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Programming Tool/Concept of the Day: HTML Tutorial
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Build a Website with Flask
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Build a REST API
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Running Multiple Apps
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Student Project: Build a Dictionary API (Part 1)
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Student Project: Solution
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Today
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Programming Tool of the Day: Jupyter Lab Tutorial
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Pandas In-Depth: Exploring 200-years of European Weather Data
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API that Returns Weather Temperature Data
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Student Project: Build a Thesaurus API (Part 2)
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Student Project: Solution
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Today
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Programming Tool/Concept of the Day: Data Analysis and Visualization Theory
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Show Data Table on the Webpage
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URL Endpoints for All Data and Annual Data
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Student Project: Analyze a Wine Tasting Dataset
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Student Project: Solution
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Today #streamlit #webapp
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Coding the User Interface
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Plotting Data Dynamically
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Student Project: Build a Happiness Data App
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Student Project: Solution
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Today
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Getting Raw Forecast Data
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Filtering Forecast Data
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Add Sky Conditions
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Student Project: Fix the Weather Forecast App
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Student Project: Solution
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Today
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Programming Tool/Concept of the Day: Regular Expressions (Regex)
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Get Number of Chapters
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Extract Certain Sentences
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Most Common Words
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Student Project: Regular Expressions
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Student Project: Solution
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Today
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Most Used Non-Stop Words
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Most Positive/Negative Chapters
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Student Project: Visualise Your Mood Across Days
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Student Project: Solution
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Programming Tool/Concept of the Day: Applications of NLP
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Today
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Programming Tool/Concept of the Day: Images from a Computer Science Perspective
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Capture Webcam Video
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Program the Webcam to Detect Moving Objects
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Trigger Action when the Webcam Detects an Object
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Student Project: Add Live Timestamp to Webcam Video
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Student Project: Solution
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Today
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Extract Images from Webcam Video
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Send Email with Attachment
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Send Email Attachment when Webcam Detects an Object
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Threading in Python
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Programming Tool/Concept of the Day: Applications of Image Processing
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Today
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Programming Tool/Concept of the Day: Web Scraping
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Scraping a Webpage
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Extracting Data from the Scraped Content
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Storing the Extracted Data in Text Files
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Send Email when New Event is Found on the Website
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Running the Program Non-Stop
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Student Project: Scrape Temperature Data
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Student Project: Solution
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Today
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Programming Tool/Concept of the Day: SQL Databases
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Select, Add, and Delete SQL Data
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Storing the App Data in an SQL Database
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Student Project: Store Temperature Data in SQL Database
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Student Project: Solution
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Today
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Classes and Object Oriented Programming #classes #oop
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Class init and self
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Today
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Programming Tool/Concept of the Day: Class vs Instance
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Planning the App in OOP Style
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Code the Classes
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Create Instances
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Implement the Methods of the Hotel Class
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Implement the Methods of the Reservation Ticket Class
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Student Project
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Student Project: Solution
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Today
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Credit Card feature #extending #new-feature
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Secure Credit Card feature #inheritance #new-feature
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Overwriting Parent Methods
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Student Project - Spa Hotel Class
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Student Project: Solution
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Today
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Instance Variables Vs. Class Variables
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Instance Methods Vs. Class Methods
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Properties
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Static Methods
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Magic Methods
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Abstract Classes and Abstract Methods
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Today
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пёЏ Programming Tool of the Day - Collaborating #github #fork #pull-request
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Setting up the Project Locally
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Inspecting the Project Structure
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Inspecting the Code
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Today
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Project Requirements
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Sketching a Prototype
Урок 287. 00:31:22
Introduction to PyQt6
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Student Project - Speed Calculator GUI
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Solution
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Today
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Add a Menu Bar
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Creating a Table Structure
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Populate Table with Data
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Inserting New Records
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Student Project - Implement the Search Functionality
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Solution
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Today
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Add the Toolbar
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Add the Status Bar
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Create an Edit Dialog
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Create a Delete Dialog
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Create an About Dialog
Урок 303. 00:09:44
Programming Skill of the Day - Refactoring
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Today
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MySQL vs SQLite
Урок 306. 00:08:07
Installing MySQL on Windows
Урок 307. 00:09:13
Installing MySQL on Mac
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Installing MySQL on Linux
Урок 309. 00:11:57
пёЏ Programming Skill of the Day - MySQL Command Line Tutorial
Урок 310. 00:12:03
Implement MySQL in Python
Урок 311. 00:01:28
Today #chatbot #chatgpt
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Creating the Chatbot GUI
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Create the GPT Chatbot
Урок 314. 00:15:22
Connect the Chatbot to the GUI
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Today
Урок 316. 00:06:14
Creating the App Structure
Урок 317. 00:05:24
Connecting the Python Backend to the HTML Part
Урок 318. 00:16:32
в–¶Building the Form
Урок 319. 00:13:12
Bootstrap Style
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Today
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Getting the User Data
Урок 322. 00:11:04
Creating a Database
Урок 323. 00:07:26
Storing the User Data in the Database
Урок 324. 00:07:03
Showing Submission Notification
Урок 325. 00:09:54
Sending a Confirmation Email
Урок 326. 00:01:35
Today
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Setting up a Django Project and an App
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Setting up Database Models
Урок 329. 00:10:35
Creating a View and a Template
Урок 330. 00:01:27
Today
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Code the HTML of the Application Form
Урок 332. 00:12:28
Creating a Form Model
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Store the Data in the Database
Урок 334. 00:09:09
Send an Email with Django
Урок 335. 00:00:36
Today
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Creating an Admin Interface
Урок 337. 00:06:31
Customizing the Admin Interface
Урок 338. 00:11:54
Creating a Base Template
Урок 339. 00:06:54
Adding the Navigation Bar
Урок 340. 00:03:37
Today
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Creating the App QR Code
Урок 342. 00:04:07
Setup a Django Project and App
Урок 343. 00:19:01
Creating the Database Model
Урок 344. 00:01:23
Today
Урок 345. 00:22:40
Creating Class-Based Views
Урок 346. 00:05:54
Context in Django
Урок 347. 00:00:40
Today
Урок 348. 00:09:38
Creating an Admin Interface and Adding Data
Урок 349. 00:12:49
Jinja For Loops
Урок 350. 00:08:53
Jinja If Conditionals
Урок 351. 00:10:25
Adding Dynamic Links
Урок 352. 00:12:40
Adding Bootstrap
Урок 353. 00:01:39
Today
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Three Types of Recommendation Systems
Урок 355. 00:05:33
The Movies Dataset
Урок 356. 00:07:30
Project Setup on Deepnote
Урок 357. 00:19:50
Popularity-Based Recommendation Model
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Today
Урок 359. 00:16:49
Term Frequency and Inverse Document Frequency
Урок 360. 00:07:25
Similarity Matrix
Урок 361. 00:19:07
Extracting Most Similar Movies
Урок 362. 00:04:04
Collaborative Filtering with Machine Learning
Урок 363. 00:14:17
Training and Using the Model to Predict
Урок 364. 00:01:13
Today
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Description of the Package
Урок 366. 00:11:11
Preparing the Code of the Package
Урок 367. 00:12:15
Testing the Package
Урок 368. 00:13:01
Uploading the Package to PyPi
Last updated 3/2025
Last updated 3/2025