Kick off your book project in 2 hours, get started with GhostAI in 2 hours, or do both! Free live workshops, on Zoom. You’ll leave with a real book project and a clear plan to keep going. Saturday, June 27, 2026.

Leanpub Header

Skip to main content

Python Simplified with generative ai

A beginner to pro journey for students professionals and developers

Learn Python. Build AI. Create the Future.

What if you could write Python programs that generate content, answer questions, create code, summarize documents, and power intelligent applications?

Python Simplified with Generative AI takes you on a complete journey from Python basics to advanced AI-powered development.

Inside this book, you will learn:

✔ Python Programming from Scratch

✔ Data Structures and Object-Oriented Programming

✔ AI and Machine Learning Foundations

✔ Generative AI Concepts and Applications

✔ Prompt Engineering Techniques

✔ GPT-Powered Text Generation

✔ AI Chatbots and Virtual Assistants

✔ Image Generation with AI APIs

✔ Flask, FastAPI, Streamlit, and Gradio Development

✔ Real-World AI Projects for Your Portfolio

Whether you are a student, professional developer, freelancer, educator, or entrepreneur, this book will help you transform ideas into intelligent applications and prepare for the next generation of software development.

The future belongs to developers who can combine programming with artificial intelligence. Start building that future today.

Minimum price

$9.99

$19.99

You pay

Author earns

$

Also available for 1 book credit with a Reader Membership

PDF
EPUB
About

About

About the Book

Python Simplified with Generative AI: A Beginner-to-Pro Journey for Students, Professionals, and Developers is a practical and future-focused guide designed to help readers master Python programming while exploring the transformative world of Generative Artificial Intelligence.

Python has become the most popular programming language for software development, data science, automation, machine learning, and artificial intelligence. At the same time, Generative AI technologies such as Large Language Models (LLMs), AI chatbots, code generators, image generation systems, and intelligent assistants are revolutionizing the way people work, learn, and innovate.

This book bridges these two powerful domains by providing a structured learning path that starts with Python fundamentals and progresses toward building real-world Generative AI applications.

Readers will learn core Python concepts including variables, data structures, functions, object-oriented programming, file handling, exception management, and essential Python libraries. The book then introduces modern Generative AI concepts such as GPT models, prompt engineering, AI-powered automation, text generation, image generation, and intelligent application development.

Unlike traditional programming books that focus only on syntax, this book emphasizes practical implementation through hands-on projects, real-world case studies, and industry-relevant workflows. Readers will build AI chatbots, text summarizers, resume generators, code assistants, content creation tools, and AI-powered web applications using modern frameworks and APIs.

The book also covers deployment technologies such as Flask, FastAPI, Streamlit, Gradio, GitHub, and Hugging Face Spaces, enabling readers to move from experimentation to production-ready AI solutions.

Designed for students, educators, software developers, freelancers, entrepreneurs, and technology professionals, this book serves as both a learning guide and a practical reference for modern AI-powered software development.

Whether you are learning Python for the first time or looking to integrate Generative AI into your applications, this book provides the knowledge, skills, and confidence needed to succeed in today's rapidly evolving technology landscape.

Author

About the Author

Anshuman Mishra

Anshuman Kumar Mishra, M.Tech (Computer Science) Assistant Professor, Doranda College, Ranchi University

Prolific Author of 50+ Books on AI, Machine Learning & Computer Science | 20+ Years Experience

Anshuman Kumar Mishra is a dedicated educator, researcher, and highly prolific author with over 20 years of experience in Computer Science and Information Technology. Holding an M.Tech in Computer Science from BIT Mesra, he brings a rare combination of academic depth and practical teaching expertise.

Currently serving as Assistant Professor at Doranda College under Ranchi University, he has mentored thousands of students, helping them build strong foundations in programming, data science, and artificial intelligence. His student-centric teaching style emphasizes conceptual clarity, hands-on practice, and real-world application.

Anshuman is a prolific author with more than 50 books published across a wide spectrum of computer science and emerging technology domains. From foundational programming languages to advanced topics in Artificial Intelligence, Machine Learning, Reinforcement Learning, Decision Theory, and Computer Vision — his books are widely appreciated by students, educators, and professionals for their clear explanations, strong theoretical foundation, and practical approach.

His extensive body of work reflects his deep commitment to making complex subjects accessible and meaningful for learners at all levels. He is particularly recognized for creating well-structured learning paths that help readers progress from beginner to advanced levels with confidence.

Driven by the mission to democratize quality technical education, Anshuman continues to write and update books that bridge the gap between academic theory and industry practice.

When not teaching or writing, he actively follows and explores new developments in AI, Quantum Machine Learning, and Ethical Intelligence systems.

Contents

Table of Contents

Book Title: "Python Simplified with Generative AI: A Beginner-to-Pro Journey for Students, Professionals, and Developers" ________________________________________ Table of Contents Chapter 1: Introduction to Python Programming 1-35 • Why Python? Features and Applications • Python vs Other Languages • Setting Up Python Environment • Running Your First Python Script • Python IDEs: VS Code, Jupyter, PyCharm Chapter 2: Python Fundamentals 36-83 • Variables, Data Types, and Operators • Input and Output in Python • Conditional Statements (if, if-else, elif) • Loops (for, while, nested loops) • Practical Exercises Chapter 3: Functions and Modules 84-121 • Defining and Calling Functions • Parameters, Arguments, and Return Values • Built-in Functions vs User-defined • Lambda Functions and Map/Filter • Importing and Creating Modules Chapter 4: Data Structures in Python 122-169 • Lists, Tuples, Sets, Dictionaries • Comprehensions (List/Dict/Set) • Iteration and Manipulation Techniques • Real-life Examples and Mini-Projects Chapter 5: Object-Oriented Programming in Python 170-212 • Classes and Objects • Constructors and Destructors • Inheritance and Polymorphism • Encapsulation and Abstraction • Practical Examples with Class Diagrams Chapter 6: File Handling and Exception Management 213-247 • Reading and Writing Files • Working with CSV, JSON • Try-Except Blocks • Exception Types and Custom Exceptions • Logging and Debugging Chapter 7: Python Libraries for Data and AI 248-274 • NumPy and Pandas Basics • Matplotlib and Seaborn for Data Visualization • Scikit-learn Overview • NLP with NLTK/spaCy Basics • Integrating OpenAI API Chapter 8: Introduction to Generative AI 275-292 • What is Generative AI? • Generative vs Discriminative Models • Key Technologies: LLMs, GANs, VAEs • Use Cases in Text, Image, Code, and Audio Generation Chapter 9: Generative AI with Python 293-323 • Setting Up OpenAI or Hugging Face API • Using GPT models to Generate Text • Generating Code Snippets from Prompts • Image Generation Using Python APIs (like DALL·E) • Ethics and Responsible AI Development Chapter 10: Building Applications with Generative AI 324-351 • Text Summarizer using GPT • AI Chatbot with Python and OpenAI • Resume Builder using Prompt Engineering • Code Assistant: Automating Small Tasks • AI-based Idea Generator for Entrepreneurs Chapter 11: Prompt Engineering for Developers 352-375 • Crafting Effective Prompts • Few-shot, Zero-shot, Chain-of-thought • Prompt Templates and Fine-tuning • Using Python for Prompt Automation • Case Studies Chapter 12: Web Integration and Deployment 376-413 • Flask and FastAPI Basics • Creating Simple AI-Powered Web Apps • Deploying with Streamlit/Gradio • Hosting on GitHub + Hugging Face Spaces • API Rate Limiting and Cost Management Chapter 13: Real-world Projects and Use Cases 414-446 • Project 1: Personal AI Assistant • Project 2: Python Code Generator • Project 3: AI Story Writer • Project 4: Sentiment Analysis with Generative Text • Project 5: Image Caption Generator Chapter 14: Future Scope and Career Paths 447-458 • How to Stay Updated in AI and Python • Roadmap for Becoming a Generative AI Developer • Certifications and Online Resources • Interviews and Job Market Trends • Final Thoughts

The Leanpub 60 Day 100% Happiness Guarantee

Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.

See full terms...

Earn $8 on a $10 Purchase, and $16 on a $20 Purchase

We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.

(Yes, some authors have already earned much more than that on Leanpub.)

In fact, authors have earned over $15 million writing, publishing and selling on Leanpub.

Learn more about writing on Leanpub

Free Updates. DRM Free.

If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).

Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.

Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.

Learn more about Leanpub's ebook formats and where to read them

Write and Publish on Leanpub

You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!

Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.

Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.

Learn more about writing on Leanpub