0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

Python A-Z: Learn Python by Building 15 Projects and ChatGPT

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!

Shubham Sarda

$84.99

Video Jul 2023 25hrs 1min 1st Edition

Renews at $19.99p/m

Shubham Sarda

$84.99

Video Jul 2023 25hrs 1min 1st Edition

Renews at $19.99p/m

Renews at $19.99p/m

What do you get with a video?

Download this video in MP4 format

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

View table of contents

Key benefits

Build problem solving skill with practical examples and project implementations
Work on 13 different projects and two assignments with modules: OpenCV, Pandas, Tkinter, Tweepy, Pillow, BeautifulSoup, OpenAI, Flask, and more
Use ChatGPT to build projects from scratch; build, explain, and modify anything

Description

This comprehensive Python course covers all fundamental concepts and advanced Python concepts, and you learn a wide range of practical skills by building real-world projects. You will start by learning about the basics of Python programming, Python operators, Python conditionals and if statement, methods, OOP concepts, Python data structures, mutability, built-in and user-defined modules, errors and exception handling, custom exception, and more. You will explore advanced concepts such as recursion, list comprehension, Walrus operator, union operator, type hinting and native time support, structural pattern matching, and speed improvement to name a few. You will also cover a wide range of projects such as, face detection with OpenCV, data analysis with Pandas, accessing data through CoinMarketCap API, building desktop applications with Tkinter, integrating SQLite3 database, automated web scraper and mailing with BeautifulSoup, automated social media image generation using Pillow library and OpenWeatherMap API, podcast script writer with OpenAI, conversational chatbot with OpenAI, image generator with DALL-E, video summarizer with ChatGPT, development of a portfolio web application using the Flask framework, and many more. By the end of this course, you will be ready to use the huge scope offered by Python programming.

Who is this book for?

This comprehensive course is tailored for individuals who are new to programming and wish to embark on their coding journey. Whether you have never programmed before or are a seasoned programmer transitioning to Python, this course is perfect for you. No prior coding experience is necessary as we will guide you through each concept step-by-step, starting from the basics. All you need is a Windows or Mac operating system and an internet connection to dive into the world of Python programming.

What you will learn

Learn the basics of programming—variables, data types, and operators
Learn to write clean Python code keeping a project building approach in mind
Learn about the four pillars of object-oriented programming
Integrate ChatGPT into your regular learning to understand things two times faster
Explore new features included in Python latest versions including Python 3.12
Explore various OpenAI API for custom projects

What do you get with a video?

Download this video in MP4 format

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

Product Details

Last updated date : Jul 27, 2023

Publication date : Oct 11, 2019

Length: 25hrs 1min

Edition : 1st

Language : English

ISBN-13 : 9781839212956

Category :

Programming

Languages :

Go

Concepts :

Tools :

Frequently bought together

Python A-Z: Learn Python by Building 15 Projects and ChatGPT

Python A-Z: Learn Python by Building 15 Projects and ChatGPT

Jul 2023 25hrs 1min

Video

$84.99

Learn Programming in Python with Cody Jackson

Learn Programming in Python with Cody Jackson

Nov 2018 304 pages

eBook

$20.98 ~~$29.99~~

Learn Python by Building Data Science Applications

Learn Python by Building Data Science Applications

Aug 2019 482 pages

eBook

$17.99 ~~$26.99~~

Total $ 162.97

Python A-Z: Learn Python by Building 15 Projects and ChatGPT

$84.99

Learn Programming in Python with Cody Jackson

$38.99

Learn Python by Building Data Science Applications

$38.99

Total $ 162.97

Table of Contents

43 Chapters

Course Introduction

Course Introduction

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

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

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

Public and Private Methods

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...)

Abstract Classes

Discussing Over Import and From

Operator Overloading [Part 1]

Operator Overloading [Part 2]

Errors and Exceptions Handling

Errors - Types of Errors!

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 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 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

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

Example: Factorial of a Number

Advanced: Map, Filter, and Reduce

Lambda Functions

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

Advanced: Logging

Advanced: 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

Query Parameters

Conditional Rendering Inside Template: If Statement

Returning JSON Response

Error Handling: 404 Not Found

Rendering Static Files

Control Flow Inside Template: For Loop

HTML Page Structure

Improving Design with CSS

Bonus - What's Next?

Bonus - What's Next?

Recommendations for you

Modern CMake for C++

Modern CMake for C++

May 2024 502 pages

eBook

$27.98 ~~$39.99~~

Layered Design for Ruby on Rails Applications

Layered Design for Ruby on Rails Applications

Aug 2023 298 pages

eBook

$27.98 ~~$39.99~~

Efficient Algorithm Design

Efficient Algorithm Design

Oct 2024 360 pages

eBook

$24.99 ~~$35.99~~

Application Lifecycle Management on Microsoft Power Platform

Application Lifecycle Management on Microsoft Power Platform

Oct 2024 222 pages

eBook

$24.99 ~~$35.99~~

50 Algorithms Every Programmer Should Know

50 Algorithms Every Programmer Should Know

Sep 2023 538 pages

eBook

$27.98 ~~$39.99~~

Programming APIs with C# and .NET

Programming APIs with C# and .NET

Nov 2024 166 pages

eBook

$24.99 ~~$35.99~~

Learn to Code with Rust

Learn to Code with Rust

Nov 2024 37hrs 6mins

Video

$29.99

Asynchronous Programming with C++

Asynchronous Programming with C++

Nov 2024 424 pages

eBook

$22.99 ~~$33.99~~

Fundamentals of Object-Oriented Programming - C++

Fundamentals of Object-Oriented Programming - C++

Feb 2023 7hrs 6mins

Video

$29.99

Hands-On Design Patterns with C++

Hands-On Design Patterns with C++

Jul 2023 626 pages

eBook

$27.98 ~~$39.99~~

Customer reviews

Rating distribution

5

(1 Ratings)

5 star 100%

4 star 0%

3 star 0%

2 star 0%

1 star 0%

Nikolay Jan 31, 2024

5

Great course!

Subscriber review

People who bought this also bought

Domain-Driven Design with Golang

Domain-Driven Design with Golang

Dec 2022 204 pages

eBook

$24.99 ~~$35.99~~

Template Metaprogramming with C++

Template Metaprogramming with C++

Aug 2022 480 pages

eBook

$25.99 ~~$37.99~~

The Python Workshop Second Edition

The Python Workshop Second Edition

Nov 2022 600 pages

eBook

$28.99 ~~$41.99~~

Event-Driven Architecture in Golang

Event-Driven Architecture in Golang

Nov 2022 384 pages

eBook

$27.98 ~~$39.99~~

50 Algorithms Every Programmer Should Know

50 Algorithms Every Programmer Should Know

Sep 2023 538 pages

eBook

$27.98 ~~$39.99~~

About the author

Shubham Sarda

Shubham Sarda

Shubham Sarda is a software developer and digital marketer with a passion for teaching. He has worked with many funded start-ups, self-projects, and as a top-rated freelancer on multiple marketplaces. Currently, he stands among the top 700 freelancers with over 2,500+ projects on Fiverr, PeoplePerHour, Freelancer, and more. As an instructor, he has taught programming and digital marketing to over 20,000 students, both with online courses and offline bootcamps. He has mastered explaining complex topics in the simplest form that is easy to understand and follow. His video courses are also used by companies to train their employees and by colleges to prepare and upgrade their students according to the latest industry requirements.

See other products by Shubham Sarda

FAQs

How can I download a video package for offline viewing?

Login to your account at Packtpub.com.
Click on "My Account" and then click on the "My Videos" tab to access your videos.
Click on the "Download Now" link to start your video download.

How can I extract my video file?

All modern operating systems ship with ZIP file extraction built in. If you'd prefer to use a dedicated compression application, we've tested WinRAR / 7-Zip for Windows, Zipeg / iZip / UnRarX for Mac and 7-Zip / PeaZip for Linux. These applications support all extension files.

How can I get help and support around my video package?

If your video course doesn't give you what you were expecting, either because of functionality problems or because the content isn't up to scratch, please mail customercare@packt.com with details of the problem. In addition, so that we can best provide the support you need, please include the following information for our support team.

Video
Format watched (HTML, MP4, streaming)
Chapter or section that issue relates to (if relevant)
System being played on
Browser used (if relevant)
Details of support

Why can’t I download my video package?

In the even that you are having issues downloading your video package then please follow these instructions:

Disable all your browser plugins and extensions: Some security and download manager extensions can cause issues during the download.
Download the video course using a different browser: We've tested downloads operate correctly in current versions of Chrome, Firefox, Internet Explorer, and Safari.