43 Chapters

Course Introduction

Resources

Python Programming - Is Python a Bubble?

AI Assistance: ChatGPT and Bard

ChatGPT and Bard

Python Setup and Installation

Python 3.x Installation

Different Methods to Execute Python Codes

Writing Our First Python Program

Variables and Python Memory Management

Datatypes in Python

Sequences in Python

Sets, Dictionary

Literals and Identifiers

Reserve Words - You Can'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 - Lists

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: 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]

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 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

API Format

Fetching API Data

Extracting API and Coin Data

Creating Coin List and Understanding Portfolio

Creating Portfolio Dictionary

Calculating Profit and Loss

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)

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

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

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

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

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, 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

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

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

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 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

Bonus - What's Next?

Python A-Z: Learn Python by Building 15 Projects and ChatGPT: Go From Basics to Advanced, with Projects on Automation, Data Analysis, ChatGPT, and More!

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Python A-Z: Learn Python by Building 15 Projects and ChatGPT: Go From Basics to Advanced, with Projects on Automation, Data Analysis, ChatGPT, and More!

What do you get with a video?

Contact Details

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Key benefits

Description

Who is this book for?

What you will learn

Product Details

What do you get with a video?

Contact Details

Billing Address

Product Details

Packt Subscriptions

Frequently bought together

Table of Contents

Recommendations for you

Customer reviews

People who bought this also bought

About the author

FAQs