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Course Introduction
Course Introduction
Resources [Important]
Python Programming - Is Python A Bubble?
Python Setup & Installing
Python 3.x Installation
Different Methods To Execute Python Codes
Writing Our First Python Program
Variables and Python Memory Management
Datatypes in Python
Datatypes in Python
Sequences in Python
Sets, Dictionary
Literals and Identifiers
Reserve Words - You Cann't Use Them!
Operators in Python
Operators: Arithmetic, Assignment
Operators: Unary Minus, Relational, Logical, Boolean
Understanding Escape Characters
Input and Output
Introduction to Input and Output Statements
Output Statements
Input Statements
Python Built-in Functions and Built-in Module
IDE (Integrated Development Environment)
Working With Code Editor
Python Control Statements
Conditionals: If, If ... Else and Indentation
Conditionals: If ... Else Statements With Operators
Conditionals: if... elif ... else Statements + Nested if Statements
Loops In Python
While Loop
For Loops - Part 1
For Loops - Part 2
Break and Continue Statements
Strings and Characters
Comments and Doc Strings
Diving Deep With "Strings"
Lists, Tuples and Dictionaries
Diving Deep - List
Diving Deep - Tuples
Diving Deep - Dictionaries
Indexing, Slicing, Negative Indexing
Functions
What are Functions?
Parameters, Arguments, Return
Formal and Actual Arguments (arg, *arg, **karg)
Local and Global Variables
Object Oriented Programming (OOP)
Introduction to Object Oriented Programming (OOP)
Classes and Objects in Python (OOP)
Understanding init() Method and 'self ' Parameter
Solving Task: OOPS
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]
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
__name__ == "__main__"
if __name__ == "__main__"
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 A File
Python Package Management System
pip - PyPI for Managing Python packages
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
Project 2 - Password Generator
Random Module
Random Password Generator
Readable Password Generator
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
Project 4 - Get Data with CoinMarketCap API
What is API and Request Methods?
Working with CoinMarketCap API
Fetching API Data
Extracting API and Coin Data
Creating Coin List & Understanding Portfolio
Creating Portfolio Dictionary
Calculating Profit and Loss
Project 5.1 - Building GUI Portfolio App With Tkinter
GUI Introduction - Graphical User Interface
Understanding 3 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)
Project 5.2 - Understanding Database Basics (SQLite3)
Databases - SQL vs 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 Operation - Database
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
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
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
Project [8,9]: Assignments
Project 8 - Python Image Optimization and Transformations
Project 9 - Web Scraping Encyclopedia Article
Project 10 - Building Twitter Bot With Python and Tweepy
Twitter API Update [Important]
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 ID's
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
Advanced: Recursion
What is Recursion?
Control of a Function
Tracing Tree
Call Stack
Tree Recursion
Example: Factorial of a Number
Advanced: Map, Filter and Reduce
Lambda Functions
Map
Filter
Reduce
Advanced: Comprehension
List Comprehension
Advanced: Regular Expressions
Why We Use Regular Expressions
Different Methods With RegEx
Writing Patterns
Creating Pattern For Email Validation
Advanced: Decorators
Decorators
Advanced: Logging
Logging
Advanced: Date and Time
Date and Time
Advanced: New Python Features
Python 3.8: Walrus Operator, Positional-Only Argument & 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 _ More
Python 3.11: Exception Notes & Speed
Python 3.12: Improved Error Messages
Project 11: Podcast Script Writer With OpenAI
Project Introduction: Podcast Script Writer With OpenAI
Introduction To OpenAI
OpenAI Playground & Common Terms
AI Writing Podcast Script
Project 12: Conversational AI Chatbot
Project Demo: Conversational AI Chatbot
How Prompt Work For Conversations?
Updating Prompt, Max Tokens & Chat History
Storing Chat History To TXT File
Hiding API Key With ENV File
Specific Role To AI
Chat History Format With Timestamps
Project 13: Text To Image Using DALL-E
Generating Images Using OpenAI DALL-E
Project 14: Building Video Summarizer With ChatGPT
Project Introduction: Building Video Summarizer With ChatGPT
Asking ChatGPT To Write Code
ChatGPT Code Explanation
Project 15: Web Application Using Flask
Project Introduction: Web Application Using Flask
Flask Introduction & Installation
Initiating Flask App
Routes, Folder Structure & 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
Bonus - What's Next?
Bonus - What's Next?