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Back
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Course Introduction
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Course Introduction
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Resources [Important]
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Python Programming - Is Python A Bubble?
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Python Setup & Installing
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Python 3.x Installation
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Different Methods To Execute Python Codes
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Writing Our First Python Program
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Variables and Python Memory Management
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Datatypes in Python
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Datatypes in Python
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Sequences in Python
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Sets, Dictionary
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Literals and Identifiers
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Reserve Words - You Cann't Use Them!
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Operators in Python
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Operators: Arithmetic, Assignment
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Operators: Unary Minus, Relational, Logical, Boolean
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Understanding Escape Characters
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Input and Output
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Introduction to Input and Output Statements
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Output Statements
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Input Statements
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Python Built-in Functions and Built-in Module
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IDE (Integrated Development Environment)
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Working With Code Editor
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Python Control Statements
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Conditionals: If, If ... Else and Indentation
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Conditionals: If ... Else Statements With Operators
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Conditionals: if... elif ... else Statements + Nested if Statements
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Loops In Python
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While Loop
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For Loops - Part 1
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For Loops - Part 2
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Break and Continue Statements
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Strings and Characters
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Comments and Doc Strings
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Diving Deep With "Strings"
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Lists, Tuples and Dictionaries
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Diving Deep - List
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Diving Deep - Tuples
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Diving Deep - Dictionaries
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Indexing, Slicing, Negative Indexing
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Functions
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What are Functions?
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Parameters, Arguments, Return
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Formal and Actual Arguments (arg, *arg, **karg)
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Local and Global Variables
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Object Oriented Programming (OOP)
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Introduction to Object Oriented Programming (OOP)
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Classes and Objects in Python (OOP)
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Understanding init() Method and 'self ' Parameter
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Solving Task: OOPS
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Defining Multiple Constructors in Python?
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Encapsulation
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Public And Private Methods
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Inheritance
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Getter and Setter
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Creating And Importing Module
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Creating User Defined Module
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Multiple Inheritance
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Understanding super() Function [Part 1]
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Understanding super() Function [Part 2]
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Python Naming Convention (Classes, Variables, Functions, Methods ...)
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Composition
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Aggregation
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Abstract Classes
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Discussing Over import And from
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Operator Overloading [Part 1]
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Operator Overloading [Part 2]
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Errors And Exceptions Handling
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Errors - Types of Errors!
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Exceptions
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Exceptions Handling Introduction
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Exceptions Handling
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Try, Except, Else And Finally
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Raising Exception
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Creating User Defined Exception
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__name__ == "__main__"
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if __name__ == "__main__"
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Python I/O - File Handling
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Creating Text File And Write Content
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Appending Files - 1 | Solving Example - File Handling
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Appending Files - 2 | Solving Example - File Handling
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How To Read Content From A File
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Python Package Management System
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pip - PyPI for Managing Python packages
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Project 1 - Face Detection
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What is OpenCV?
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OpenCV Face Detection With Python
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Detecting 'Elon Musk' And 'Mark Zuckerberg' Faces
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Detecting Faces Of All Images In The Folder
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Project 2 - Password Generator
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Random Module
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Random Password Generator
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Readable Password Generator
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Project 3- Data Analysis With Pandas
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What is Pandas?
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Starting With Pandas And iPython
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Working with Jupyter Notebooks
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Important Jupyter Notebook Commands
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Working with CSV, Excel, TXT and JSON Files
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Working with API Response
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Indexing and Slicing Dataframe Tables [Part 1]
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Indexing and Slicing Dataframe Tables [Part 2]
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Deleting Columns and Rows
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Adding and Updating new Columns and Rows
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Project 4 - Get Data with CoinMarketCap API
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What is API and Request Methods?
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Working with CoinMarketCap API
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Fetching API Data
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Extracting API and Coin Data
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Creating Coin List & Understanding Portfolio
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Creating Portfolio Dictionary
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Calculating Profit and Loss
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Project 5.1 - Building GUI Portfolio App With Tkinter
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GUI Introduction - Graphical User Interface
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Understanding 3 Steps Tkinter Working
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Tkinter Main Window and Labels
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Application Formatting - Adding Header
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Application Formatting - Adding More Data
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Application Formatting - Improving User Interface
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Color Indication For Profit and Loss
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Adding Update Button
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Creating Executable App (.exe file)
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Project 5.2 - Understanding Database Basics (SQLite3)
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Databases - SQL vs SQLite3
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Introduction to SQLite3 and its Workings
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Creating Table _ Working with DB Browser
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Insert Values - Databases
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Update Values - Databases
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Fetching Data From Database
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Delete Data - Database
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Creating Functions For Operation - Database
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Project 5.3 - Tkinter GUI Application with SQLite3 Database
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Connecting With Database
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Fetching Data From Database
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Modifying Current Application
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Adding "Add Coin" Button
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Adding "Update Coin" - "Delete Coin" Button
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Solving Multiple Layer Issue
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Adding Notification System - Popup Box
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Adding Navigation System - Menu Bar
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Project 6 - Building Web Scraping Bot With Python
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Project Introduction - Web Scraping Bot
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Project Demo - Web Scraping Bot
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How Do We Scrape Data?
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Web Scraping - Overview
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Project Setup + Installing Libraries
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Working With BeautifulSoup
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Filtering Required Data
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Extracting Current Price
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Extracting Table Content - I
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Extracting Table Content - II
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Extracting All Stock Result
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Working with Static File
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Storing Stock Content in CSV File
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Sending Text Mail Through SMTPLIB
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Sending Text Mail Through Email Module
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Sending Attachment Through Email Module
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Integrating Mail System with Web Scraper
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File Name According To Today's Date
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Project 7 - Automate Weather Forecast
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Project Introduction: Automate Weather Forecast
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OpenWeatherMap API
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Working With API Data
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Working With Pillow Library
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Adding Content: Date and Time
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Adding Content: Multiple City Position
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Adding Content: Multiple City Data
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Adding Content: Multiple Country Data
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Saving Post as PNG and PDF
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Exercise: Automate For Stories
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Project [8,9]: Assignments
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Project 8 - Python Image Optimization and Transformations
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Project 9 - Web Scraping Encyclopedia Article
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Project 10 - Building Twitter Bot With Python and Tweepy
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Twitter API Update [Important]
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Project Introduction: Twitter Bot
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Creating Twitter Developer Account
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Creating App and Generation Access Tokens
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Installing Tweepy
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Update Status Through Bot
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Introduction To Auto-Reply
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Working With Timeline and Mentions
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Iterate Tweets And Add Condition
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Storing Replied Tweet ID's
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Storing-Accessing Last Seen ID
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Replying Tweet
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Formatting Function and Testing Bot
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Auto Retweet and Auto Like
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Setting-up PythonAnyWhere
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Deployment Done Along Testing
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Auto Retweet To Particular Hashtag
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Implementing Error Handling And Testing Bot
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Advanced: Recursion
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What is Recursion?
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Control of a Function
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Tracing Tree
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Call Stack
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Tree Recursion
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Example: Factorial of a Number
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Advanced: Map, Filter and Reduce
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Lambda Functions
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Map
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Filter
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Reduce
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Advanced: Comprehension
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List Comprehension
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Advanced: Regular Expressions
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Why We Use Regular Expressions
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Different Methods With RegEx
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Writing Patterns
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Creating Pattern For Email Validation
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Advanced: Decorators
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Decorators
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Advanced: Logging
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Logging
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Advanced: Date and Time
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Date and Time
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Advanced: New Python Features
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Python 3.8: Walrus Operator, Positional-Only Argument & f-String
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Python 3.9: Union Operators
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Python 3.9: Type Hinting
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Python 3.9: New String Class Methods
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Python 3.9: Native Time Support (Zoneinfo)
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Python 3.10: Match Case, Better Errors _ More
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Python 3.11: Exception Notes & Speed
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Python 3.12: Improved Error Messages
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Project 11: Podcast Script Writer With OpenAI
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Project Introduction: Podcast Script Writer With OpenAI
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Introduction To OpenAI
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OpenAI Playground & Common Terms
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AI Writing Podcast Script
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Project 12: Conversational AI Chatbot
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Project Demo: Conversational AI Chatbot
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How Prompt Work For Conversations?
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Updating Prompt, Max Tokens & Chat History
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Storing Chat History To TXT File
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Hiding API Key With ENV File
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Specific Role To AI
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Chat History Format With Timestamps
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Project 13: Text To Image Using DALL-E
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Generating Images Using OpenAI DALL-E
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Project 14: Building Video Summarizer With ChatGPT
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Project Introduction: Building Video Summarizer With ChatGPT
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Asking ChatGPT To Write Code
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ChatGPT Code Explanation
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Project 15: Web Application Using Flask
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Project Introduction: Web Application Using Flask
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Flask Introduction & Installation
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Initiating Flask App
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Routes, Folder Structure & Blueprint
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Template Rendering
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URL Parameters
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Query Parameters
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Conditional Rendering Inside Template: If Statement
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Returning JSON Response
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Error Handling: 404 Not Found
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Redirection
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Rendering Static Files
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Control Flow Inside Template: For Loop
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HTML Page Structure
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Base Template
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Improving Design With CSS
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Bonus - What's Next?
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Bonus - What's Next?
Preview - Complete Python Programming - Basics to Advanced Concepts
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