1. Course Introduction FREE CHAPTER

• Course Introduction
• Resources
• Python Programming - Is Python a Bubble?

2. AI Assistance: ChatGPT and Bard

• ChatGPT and Bard

3. Python Setup and Installation

• Python 3.x Installation
• Different Methods to Execute Python Codes

4. Writing Our First Python Program

• Variables and Python Memory Management

5. Datatypes in Python

• Datatypes in Python
• Sequences in Python
• Sets, Dictionary
• Literals and Identifiers
• Reserve Words - You Can't Use Them!

6. Operators in Python

• Operators: Arithmetic, Assignment
• Operators: Unary Minus, Relational, Logical, Boolean
• Understanding Escape Characters

7. Input and Output

• Introduction to Input and Output Statements
• Output Statements
• Input Statements
• Python Built-In Functions and Built-In Module

8. IDE (Integrated Development Environment)

• Working with Code Editor

9. Python Control Statements

• Conditionals: If, If...Else, and Indentation
• Conditionals: If...Else Statements with Operators
• Conditionals: if...elif...else Statements + Nested if Statements

10. Loops in Python

• While Loop
• For Loops - Part 1
• For Loops - Part 2
• Break and Continue Statements

11. Strings and Characters

• Comments and Doc Strings
• Diving Deep with "Strings"

12. Lists, Tuples, and Dictionaries

• Diving Deep - Lists
• Diving Deep - Tuples
• Diving Deep - Dictionaries
• Indexing, Slicing, Negative Indexing

13. Functions

• What are Functions?
• Parameters, Arguments, Return
• Formal and Actual Arguments (arg, *arg, **karg)
• Local and Global Variables

14. Object-Oriented Programming (OOP)

• Introduction to Object-Oriented Programming (OOP)
• Classes and Objects in Python (OOP)
• Understanding init() Method and –self' Parameter
• Solving Task: OOP
• Defining Multiple Constructors in Python
• Encapsulation
• Public and Private Methods
• Inheritance
• Getter and Setter
• Creating and Importing Module
• Creating User-Defined Module
• Multiple Inheritance
• Understanding super() Function [Part 1]
• Understanding super() Function [Part 2]
• Python Naming Convention (Classes, Variables, Functions, Methods...)
• Composition
• Aggregation
• Abstract Classes
• Discussing Over Import and From
• Operator Overloading [Part 1]
• Operator Overloading [Part 2]

15. Errors and Exceptions Handling

• Errors - Types of Errors!
• Exceptions
• Exceptions Handling Introduction
• Exceptions Handling
• Try, Except, Else, and Finally
• Raising Exception
• Creating User-Defined Exception

16. __name__ == "__main__"

• if __name__ == "__main__"

17. Python I/O - File Handling

• Creating Text File and Write Content
• Appending Files - 1 | Solving Example - File Handling
• Appending Files - 2 | Solving Example - File Handling
• How to Read Content from File

18. Python Package Management System

• pip - PyPI for Managing Python Packages

19. Project 1 - Face Detection

• What Is OpenCV?
• OpenCV Face Detection with Python
• Detecting –Elon Musk' and –Mark Zuckerberg' Faces
• Detecting Faces of All Images in the Folder

20. Project 2 - Password Generator

• Random Module
• Random Password Generator
• Readable Password Generator

21. Project 3 - Data Analysis with Pandas

• What Is Pandas?
• Starting with Pandas And iPython
• Working with Jupyter Notebooks
• Important Jupyter Notebook Commands
• Working with CSV, Excel, TXT, and JSON Files
• Working with API Response
• Indexing and Slicing DataFrame Tables [Part 1]
• Indexing and Slicing DataFrame Tables [Part 2]
• Deleting Columns and Rows
• Adding and Updating New Columns and Rows

22. Project 4 - Get Data with CoinMarketCap API

• What Is API and Request Methods?
• Working with CoinMarketCap API
• API Format
• Fetching API Data
• Extracting API and Coin Data
• Creating Coin List and Understanding Portfolio
• Creating Portfolio Dictionary
• Calculating Profit and Loss

23. Project 5.1 - Building GUI Portfolio App with Tkinter

• GUI Introduction - Graphical User Interface
• Understanding Three Steps: Tkinter Working
• Tkinter Main Window and Labels
• Application Formatting - Adding Header
• Application Formatting - Adding More Data
• Application Formatting - Improving User Interface
• Color Indication for Profit and Loss
• Adding Update Button
• Creating Executable App (.exe File)

24. Project 5.2 - Understanding Database Basics (SQLite3)

• Databases - SQL Versus SQLite3
• Introduction to SQLite3 and Its Workings
• Creating Table | Working with DB Browser
• Insert Values - Databases
• Update Values - Databases
• Fetching Data from Database
• Delete Data - Database
• Creating Functions for Operations - Database

25. Project 5.3 - Tkinter GUI Application with SQLite3 Database

• Connecting with Database
• Fetching Data from Database
• Modifying Current Application
• Adding "Add Coin" Button
• Adding "Update Coin" - "Delete Coin" Button
• Solving Multiple Layer Issue
• Adding Notification System - Popup Box
• Adding Navigation System - Menu Bar

26. Project 6 - Building Web Scraping Bot with Python

• Project Introduction - Web Scraping Bot
• Project Demo - Web Scraping Bot
• How Do We Scrape Data?
• Web Scraping - Overview
• Project Setup + Installing Libraries
• Working with BeautifulSoup
• Filtering Required Data
• Extracting Current Price
• Extracting Table Content - I
• Extracting Table Content - II
• Extracting All Stock Result
• Working with Static File
• Storing Stock Content in CSV File
• Sending Text Mail Through SMTPLIB
• Sending Text Mail Through Email Module
• Sending Attachment Through Email Module
• Integrating Mail System with Web Scraper
• File Name According to Today's Date

27. Project 7 - Automate Weather Forecast

• Project Introduction: Automate Weather Forecast
• OpenWeatherMap API
• Working with API Data
• Working with Pillow Library
• Adding Content: Date and Time
• Adding Content: Multiple City Position
• Adding Content: Multiple City Data
• Adding Content: Multiple Country Data
• Saving Post as PNG and PDF
• Exercise: Automate for Stories

28. Project [8, 9]: Assignments

• Project 8 - Python Image Optimization and Transformations
• Project 9 - Web Scraping Encyclopedia Article

29. Project 10 - Building Twitter Bot with Python and Tweepy

• Twitter API Update
• Project Introduction: Twitter Bot
• Creating Twitter Developer Account
• Creating App and Generation Access Tokens
• Installing Tweepy
• Update Status Through Bot
• Introduction to Auto-Reply
• Working with Timeline and Mentions
• Iterate Tweets and Add Condition
• Storing Replied Tweet IDs
• Storing-Accessing Last Seen ID
• Replying Tweet
• Formatting Function and Testing Bot
• Auto Retweet and Auto Like
• Setting Up PythonAnyWhere
• Deployment Done Along Testing
• Auto Retweet to Particular Hashtag
• Implementing Error Handling and Testing Bot

30. Advanced: Recursion

• What Is Recursion?
• Control of a Function
• Tracing Tree
• Call Stack
• Tree Recursion
• Example: Factorial of a Number

31. Advanced: Map, Filter, and Reduce

• Lambda Functions
• Map
• Filter
• Reduce

32. Advanced: Comprehension

• List Comprehension

33. Advanced: Regular Expressions

• Why We Use Regular Expressions
• Different Methods with RegEx
• Writing Patterns
• Creating Pattern for Email Validation

34. Advanced: Decorators

• Decorators

35. Advanced: Logging

• Logging

36. Advanced: Date and Time

• Date and Time

37. Advanced: New Python Features

• Python 3.8: Walrus Operator, Positional-Only Argument, and f-String
• Python 3.9: Union Operators
• Python 3.9: Type Hinting
• Python 3.9: New String Class Methods
• Python 3.9: Native Time Support (Zoneinfo)
• Python 3.10: Match Case, Better Errors, and More
• Python 3.11: Exception Notes and Speed
• Python 3.12: Improved Error Messages

38. Project 11: Podcast Script Writer with OpenAI

• Project Introduction: Podcast Script Writer with OpenAI
• Introduction to OpenAI
• OpenAI Playground and Common Terms
• AI Writing Podcast Script

39. Project 12: Conversational AI Chatbot

• Project Demo: Conversational AI Chatbot
• How Prompt Work for Conversations?
• Updating Prompt, Max Tokens, and Chat History
• Storing Chat History to TXT File
• Hiding API Key with ENV File
• Specific Role to AI
• Chat History Format with Timestamps

40. Project 13: Text to Image Using DALL-E

• Generating Images Using OpenAI DALL-E

41. Project 14: Building Video Summarizer with ChatGPT

• Project Introduction: Building Video Summarizer with ChatGPT
• Asking ChatGPT to Write Code
• ChatGPT Code Explanation

42. Project 15: Web Application Using Flask

• Project Introduction: Web Application Using Flask
• Flask Introduction and Installation
• Initiating Flask App
• Routes, Folder Structure, and Blueprint
• Template Rendering
• URL Parameters
• Query Parameters
• Conditional Rendering Inside Template: If Statement
• Returning JSON Response
• Error Handling: 404 Not Found
• Redirection
• Rendering Static Files
• Control Flow Inside Template: For Loop
• HTML Page Structure
• Base Template
• Improving Design with CSS

43. Bonus - What's Next?

• Bonus - What's Next?